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Head of Studio at @ForumVentures, building and investing in AI products | Prev Founder @usebroca 🇨🇦
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The Innovator
Sid Bharath is a fearless pioneer at the cutting edge of AI technology, leveraging his role as Head of Studio at Forum Ventures to build and invest in transformative AI products. With a founding background and a passion for exploring the latest AI breakthroughs, he combines deep technical insight with a visionary outlook to shape the future of intelligence. Sid’s tweets reveal an obsession with AI’s potential and a knack for translating tech advances into engaging, practical narratives.
If tweeting hourly was an Olympic sport, Sid would have more golds than Michael Phelps – maybe slow down before your feed becomes a never-ending AI lecture hall where only robots attend!
Sid’s biggest win is his role as Head of Studio at Forum Ventures, driving the creation and investment in innovative AI products that push the envelope beyond hype into real-world utility.
To accelerate human potential by integrating advanced AI technologies into everyday workflows, making intelligent assistance both accessible and indispensable. Sid aims to bridge the gap between complex AI innovations and real-world applications, empowering creators, developers, and businesses to harness AI’s evolving capabilities.
Sid believes fervently in the promise of AI as an augmentative tool—one that enhances human intelligence rather than replaces it. He values transparency, high-quality networks free of superficiality, and the open sharing of knowledge to push the tech community forward. For him, continuous improvement and staying ahead of the curve are paramount.
An exceptional ability to demystify complex AI advancements through clear, compelling content and hands-on demonstrations. Sid’s visionary mindset keeps him ahead in recognizing breakthrough AI tools, while his prolific tweeting builds an active digital footprint that fuels ongoing conversations.
His extensive tweeting volume might overwhelm or alienate casual followers, making it harder to capture and maintain the attention of a broader audience less versed in AI jargon. Additionally, being deeply tech-focused might limit his appeal outside of specialist circles.
To broaden his audience on X, Sid could benefit from balancing high-frequency technical posts with a few more accessible, storytelling-driven tweets that showcase real-life impacts of AI. Introducing bite-sized insights and interactive Q&A sessions can foster wider engagement and community growth.
Sid follows over 5,500 thought leaders and experts but tweets nearly 20,000 times, showing his relentless engagement and voracious appetite for sharing and dissecting AI developments. He’s fascinated by multimodal AI systems that 'see' and understand alongside humans.
Loving the new TUI by @AmpCode
I tried out Amp for the first time a few months ago but then defaulted to Claude Code. However, CC hasn't been behaving well recently so I decided to give Amp a real shot, and it's great.
Wrote a quickstart guide on it if you're looking for a new coding agent - siddharthbharath.com/amp-code-guide/
Bit late on this (was in the Sahara desert last week) but I think this is a brilliant move by @sqs and the @AmpCode team (and possibly a blueprint for how AI agent companies should structure their pricing)
For starters, it lets developers work smarter with model usage. Use GPT-5 or Claude Sonnet for the heavy planning and complex reasoning… then offload the easier implementation work to the free tier. You don’t need GPT-5-level intelligence to write boilerplate or unit tests. And because Amp’s agentic harness is so good, even if the model itself isn’t SOTA, the output quality doesn’t really drop. More work gets done, without constantly stressing about token costs.
Second, and maybe even more important, it opens the door to non-technical builders.
There’s a massive wave of people using coding agents to build small apps for themselves or automate pieces of their job. But most tools force them into a bad choice: the $20/mo plan is too limited to build anything real, and the $200/mo plan feels insane for a personal project. Amp Free hits the perfect middle ground. It’s usable, it’s affordable (free!), and it becomes an incredible user acquisition channel for Amp.
And honestly, more AI startups should try this. If ads can cover inference costs, you basically get a free marketing channel. Then you monetize the power users who upgrade to SOTA models. It’s the classic “freemium” model but actually adapted for AI economics.
All in all, I think this is a brilliant move and I highly recommend trying Amp Free. And if you want to see how to actually get real work done with it, I’ve written a step-by-step guide on it -
siddharthbharath.com/amp-code-guide/
Loving the new TUI by @AmpCode
I tried out Amp for the first time a few months ago but then defaulted to Claude Code. However, CC hasn't been behaving well recently so I decided to give Amp a real shot, and it's great.
Wrote a quickstart guide on it if you're looking for a new coding agent - siddharthbharath.com/amp-code-guide/
Last week, @FactoryAI announced a $50M Series B round and launched Droids, its new generation of development agents.
The AI coding agent space is already crowded. Claude Code is one of the more popular ones, but there are plenty of other really good solutions, like Amp, Codex, and Gemini.
Droids, however, tops the Terminal Bench leaderboard with a score of 58.8 percent. They are LLM-agnostic, able to run across IDEs, terminals, and even Slack.
And they're designed to handle the full software development lifecycle, not just code completion. They can take on repetitive tasks in testing, bug fixing, and deployment.
This approach differs from AI coding assistants that only augment human typing speed. Factory is betting on agents that can own discrete engineering tasks end to end.
So how does it work? I go into detail on my most recent blog post - siddharthbharath.com/factory-ai-gui…
Bit late on this (was in the Sahara desert last week) but I think this is a brilliant move by @sqs and the @AmpCode team (and possibly a blueprint for how AI agent companies should structure their pricing)
For starters, it lets developers work smarter with model usage. Use GPT-5 or Claude Sonnet for the heavy planning and complex reasoning… then offload the easier implementation work to the free tier. You don’t need GPT-5-level intelligence to write boilerplate or unit tests. And because Amp’s agentic harness is so good, even if the model itself isn’t SOTA, the output quality doesn’t really drop. More work gets done, without constantly stressing about token costs.
Second, and maybe even more important, it opens the door to non-technical builders.
There’s a massive wave of people using coding agents to build small apps for themselves or automate pieces of their job. But most tools force them into a bad choice: the $20/mo plan is too limited to build anything real, and the $200/mo plan feels insane for a personal project. Amp Free hits the perfect middle ground. It’s usable, it’s affordable (free!), and it becomes an incredible user acquisition channel for Amp.
And honestly, more AI startups should try this. If ads can cover inference costs, you basically get a free marketing channel. Then you monetize the power users who upgrade to SOTA models. It’s the classic “freemium” model but actually adapted for AI economics.
All in all, I think this is a brilliant move and I highly recommend trying Amp Free. And if you want to see how to actually get real work done with it, I’ve written a step-by-step guide on it -
siddharthbharath.com/amp-code-guide/
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It isn't super-intelligence but it sees everything you see and it knows, well, everything there is to know.\n\nI've been playing with it all day and I made a video to show you what it's capable of. I share 3 use cases -\n1) It watches while I read a technical paper and answers questions that I have when I ask it\n2) It sees the code I'm looking at and explains it to me and makes suggestions to improve it\n3) This one is most impressive. I hold up my phone to my computer camera and it solves the crossword that's on the phone.\n\nY'all... we're living in the future, and it's only going to get smarter and better from here. Unlimited intelligence, at your fingertips, seeing what you see, helping you in everything you do.\n\nSay hello to Gemini 2.0","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,173],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1825981215473623040","name":"On Deck now ODF","screen_name":"beondeck","indices":[42,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1422599135874600965","view_count":0,"bookmark_count":36,"created_at":1628009039000,"favorite_count":191,"quote_count":2,"reply_count":5,"retweet_count":8,"user_id_str":"43952596","conversation_id_str":"1422599135874600965","full_text":"Y'all want a better LinkedIn? It's called @beondeck \n\nHigh quality network, tons of help, no broetry or scammy pitches. 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It has 70B parameters, which is an order of magnitude lower than ChatGPT and Claude, so I'm taking the performance leaderboard results with a pinch of salt.\n\nIn this video, I take it for a test drive to see if these claims are true. I go through various use cases - logic and reasoning, web search, coding, and content creation. And I have to say, I'm impressed. See for yourself...","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/RNP2NYn34R","expanded_url":"https://x.com/Siddharth87/status/1869177126685147521/video/1","id_str":"1869177066366889984","indices":[279,302],"media_key":"13_1869177066366889984","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1869177066366889984/img/B8ZQunDemqEqz7wx.jpg","type":"video","url":"https://t.co/RNP2NYn34R","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":496,"w":886,"resize":"fit"},"medium":{"h":496,"w":886,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":496,"width":886,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[443,248],"duration_millis":26926,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1869177066366889984/pl/dvRcwmPEufOEoEZ9.m3u8?tag=16&v=cfc"},{"bitrate":288000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1869177066366889984/vid/avc1/482x270/_P8GeC7fACwllMjM.mp4?tag=16"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1869177066366889984/vid/avc1/642x360/MNDdviwnJOWo0dCK.mp4?tag=16"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1869177066366889984/vid/avc1/886x496/ZUrPmKw3LVpxsVpC.mp4?tag=16"}]},"media_results":{"result":{"media_key":"13_1869177066366889984"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/RNP2NYn34R","expanded_url":"https://x.com/Siddharth87/status/1869177126685147521/video/1","id_str":"1869177066366889984","indices":[279,302],"media_key":"13_1869177066366889984","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1869177066366889984/img/B8ZQunDemqEqz7wx.jpg","type":"video","url":"https://t.co/RNP2NYn34R","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":496,"w":886,"resize":"fit"},"medium":{"h":496,"w":886,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":496,"width":886,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[443,248],"duration_millis":26926,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1869177066366889984/pl/dvRcwmPEufOEoEZ9.m3u8?tag=16&v=cfc"},{"bitrate":288000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1869177066366889984/vid/avc1/482x270/_P8GeC7fACwllMjM.mp4?tag=16"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1869177066366889984/vid/avc1/642x360/MNDdviwnJOWo0dCK.mp4?tag=16"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1869177066366889984/vid/avc1/886x496/ZUrPmKw3LVpxsVpC.mp4?tag=16"}]},"media_results":{"result":{"media_key":"13_1869177066366889984"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1869177126685147521","view_count":12274,"bookmark_count":13,"created_at":1734481529000,"favorite_count":64,"quote_count":2,"reply_count":3,"retweet_count":3,"user_id_str":"43952596","conversation_id_str":"1869177126685147521","full_text":"Google continues to destroy OpenAI this week with their product launches. The latest and most incredible one being Veo 2, their text to video model. \n\nWhat’s incredible about Veo 2 is not just that it can generate up to a full minute of video from one prompt at 1080p, it’s also that the videos look completely natural, like they were shot with a film crew.\n\nHave a look at the clips below, all generate by Veo. You’ll notice it gets even the little details right - the way the car kicks up dust, the consistency in the ballerina as she moves, the way the tomato slices fall off.\n\nA year ago these models struggled to create a realistic and consistent 10 second scene. Now it’s generating what could be an entire ad or video game cut scene. In a few months we’ll see Ai-generated video clips in movies and tv shows. \n\nHave you tried Veo 2 yet? 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This makes sense if you're an analyst at a hedge fund, a PhD student, or in some highly technical field that requires a lot of research work.\n\nHowever, if you're a writer, marketer, blogger, or a content creator of any sort, looking to create well-researched, data-driven content, you probably don't need the level of depth that Deep Research goes into.\n\nI built a little POC to do research for a marketing team that writes data-driven content, and create a content draft with citations. In this video, I'm going to give you a sneak peek at how it works. 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Or is this just your research method?","win":"Not only becoming a CEO before turning 20 but also leading and founding multiple AI companies while engaging thousands with compelling, thought-provoking content.","recommendation":"Focus on crafting fewer, high-quality, in-depth tweets or threads that showcase your visionary insights—pair them with strategic hashtag use and interactive polls to boost engagement and grow a dedicated audience on X."},"created":1763339394124,"type":"the innovator","id":"iscienceluvr"},{"user":{"id":"74409257","name":"Irfan Rosandi","description":"Helping early stage founders to Fortune 500s through product design. 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Combining his posts with relatable stories and humor will boost shareability and deepen engagement.","roast":"Anthony’s Twitter feed is like a never-ending AI beta test: impressive tech wizardry, but sometimes you wonder if he’s secretly trying to turn all of us into overly professional email robots—did the 'fun' get lost somewhere in the code?","win":"Biggest win: Building and sharing innovative AI writing tools that gained significant attention and engagement, showcasing his ability to identify real user needs and create impactful tech solutions."},"created":1763338430436,"type":"the innovator","id":"amorriscode"},{"user":{"id":"1972307549320773632","name":"Shane","description":"GTM engineer, AI junkie and full-time chaos whisperer. if you need help with growth and direction, reach out to me direct.","followers_count":27,"friends_count":150,"statuses_count":198,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1972794218562121728/yrVMRu1R_normal.jpg","screen_name":"shanefgtm","location":"Detroit, MI","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"shanefirek.com","expanded_url":"http://shanefirek.com","url":"https://t.co/BvGS7lnFYI","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Shane is a GTM engineer and AI enthusiast who thrives on blending technical expertise with creative chaos management. Known as a full-time chaos whisperer, he offers practical growth and direction advice for B2B builders and marketing automation pros. His approach is refreshingly candid and rooted in real-world problem-solving rather than sales pitches.","purpose":"Shane's life purpose is to innovate and streamline growth strategies, helping non-technical founders and marketing professionals cut through the noise with smart automation and scalable GTM (Go-To-Market) motions. He aims to transform chaotic marketing data into actionable insights and empower users to control their tech stack efficiently.","beliefs":"He believes in authenticity and transparency over hype—rejecting silver bullet solutions and preferring tailored, pragmatic tools that fit the user's unique needs. Shane values technical fluency combined with human honesty, encouraging open conversations among marketers and founders building real, sustainable businesses.","facts":"Fun fact: Despite being an AI junkie and tech wizard, Shane openly admits 'the slop is real out there,' showing a down-to-earth acknowledgment of market messiness that most tech folks shy away from.","strength":"Shane's strength lies in his ability to dismantle complex GTM strategies into manageable, scalable steps while leveraging automation tools in creative ways. His candid communication style helps build trust, and his niche focus on non-technical founders positions him as a rare and valuable resource.","weakness":"A weakness might be his relatively low engagement metrics and modest tweet activity, suggesting he could benefit from broader outreach or more consistent audience interaction to grow his influence.","recommendation":"To grow his audience on X, Shane should increase tweet frequency with targeted threads that break down his GTM automation tactics in digestible bites. Engaging more actively with relevant marketing and AI communities through replies and collaborations will amplify his presence and attract like-minded professionals.","roast":"Shane’s like that genius auto mechanic who insists you don’t need fancy tools while simultaneously hoarding every gadget in the garage—full-time chaos whisperer, yet somehow making ‘messy’ look like a business model.","win":"Shane successfully carved out a unique voice as a trusted advisor for non-technical founders and marketing pros seeking real-world, scalable growth solutions, standing out in a sea of generic tech sales pitches."},"created":1763338321873,"type":"the innovator","id":"shanefgtm"},{"user":{"id":"367895377","name":"Yaya Soumah","description":"Founder & Builder. Building AI agent systems. Pocket-Agent → https://t.co/LgoB861YUS Market-Me → https://t.co/tCkETmEmEs","followers_count":1672,"friends_count":955,"statuses_count":4008,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1503038066549661697/mnFUBTrt_normal.jpg","screen_name":"YayaSoumah","location":"","entities":{"description":{"urls":[{"display_url":"pocket-agent.xyz","expanded_url":"http://pocket-agent.xyz","url":"https://t.co/LgoB861YUS","indices":[61,84]},{"display_url":"market-me.xyz","expanded_url":"http://market-me.xyz","url":"https://t.co/tCkETmEmEs","indices":[97,120]}]},"url":{"urls":[{"display_url":"yayasoumah.com","expanded_url":"https://www.yayasoumah.com","url":"https://t.co/2JhKLcjAPc","indices":[0,23]}]}}},"details":{"type":"The Innovator","description":"Yaya Soumah is a dynamic founder and builder who thrives at the intersection of AI and user-centric technology development. With a keen eye on vertical integration and model optimization, Yaya consistently explores cutting-edge AI agent systems and shares insightful reviews of emerging tools. Their passion for innovation is evident in their thoughtful engagement and in-depth tech exploration.","purpose":"To pioneer and refine AI agent systems that transform how users interact with technology, making complex systems intuitive and accessible while driving the next wave of digital innovation.","beliefs":"Yaya believes in the power of seamless integration between design and engineering, the importance of optimizing AI models to elevate user experience, and championing innovative tools that redefine online interaction. They value depth, precision, and user-centric development.","facts":"Fun fact: Yaya once declared switching to an Ultra Plan for software purely because the UI/UX was perfected—talk about loving good design AND tech!","strength":"Yaya's strengths lie in their deep technical knowledge combined with a nuanced understanding of product design and user experience, allowing them to evaluate and build AI systems that are both innovative and usable. They are also prolific, sharing valuable insights frequently to help their community stay informed.","weakness":"While deeply engrossed in innovation and detailed analysis, Yaya may sometimes focus heavily on tech precision, risking being perceived as overly technical or niche by a broader audience unfamiliar with AI intricacies.","roast":"Yaya’s tweets dive so deep into AI agent systems, sometimes it feels like you need a PhD just to say hello—who knew building the future involved decoding a secret language between robots?","win":"Securing early access and providing influential feedback on breakthrough projects like Perplexity Comet, positioning Yaya as a respected voice in the AI tech community.","recommendation":"To grow their audience on X, Yaya should balance in-depth tech insights with approachable content that demystifies AI for a wider audience. Leveraging storytelling around real-world use cases of their AI systems and engaging more interactively with followers through Q&A sessions or polls can drive stronger community connection and expand reach."},"created":1763338202341,"type":"the innovator","id":"yayasoumah"}],"activities":{"nreplies":[{"label":"2025-10-19","value":0,"startTime":1760745600000,"endTime":1760832000000,"tweets":[]},{"label":"2025-10-20","value":0,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[10,174],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"en","retweeted":false,"fact_check":null,"id":"1979916793759088684","view_count":538,"bookmark_count":0,"created_at":1760883923000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"43952596","conversation_id_str":"1979672012424401397","full_text":"@signulll The irony of comparing Karpathy to an LLM while he talks about its drawbacks 😂\n\nBut yes, he is an incredible educator. His yt is also worth watching multiple times.","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1979672012424401397","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":3,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,280],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"siddharthbharath.com/amp-code-guide/","expanded_url":"https://www.siddharthbharath.com/amp-code-guide/","url":"https://t.co/ziA47LqxkI","indices":[1639,1662]}],"user_mentions":[{"id_str":"784008","name":"Quinn Slack","screen_name":"sqs","indices":[94,98]},{"id_str":"1901022787164401666","name":"Amp","screen_name":"AmpCode","indices":[107,115]},{"id_str":"784008","name":"Quinn Slack","screen_name":"sqs","indices":[94,98]},{"id_str":"1901022787164401666","name":"Amp","screen_name":"AmpCode","indices":[107,115]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1978521044194398713","quoted_status_permalink":{"url":"https://t.co/78sciZNwVc","expanded":"https://twitter.com/sqs/status/1978521044194398713","display":"x.com/sqs/status/197…"},"retweeted":false,"fact_check":null,"id":"1980327396361560524","view_count":2809,"bookmark_count":2,"created_at":1760981818000,"favorite_count":14,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"43952596","conversation_id_str":"1980327396361560524","full_text":"Bit late on this (was in the Sahara desert last week) but I think this is a brilliant move by @sqs and the @AmpCode team (and possibly a blueprint for how AI agent companies should structure their pricing)\n\nFor starters, it lets developers work smarter with model usage. Use GPT-5 or Claude Sonnet for the heavy planning and complex reasoning… then offload the easier implementation work to the free tier. You don’t need GPT-5-level intelligence to write boilerplate or unit tests. And because Amp’s agentic harness is so good, even if the model itself isn’t SOTA, the output quality doesn’t really drop. More work gets done, without constantly stressing about token costs.\n\nSecond, and maybe even more important, it opens the door to non-technical builders.\n\nThere’s a massive wave of people using coding agents to build small apps for themselves or automate pieces of their job. But most tools force them into a bad choice: the $20/mo plan is too limited to build anything real, and the $200/mo plan feels insane for a personal project. Amp Free hits the perfect middle ground. It’s usable, it’s affordable (free!), and it becomes an incredible user acquisition channel for Amp.\n\nAnd honestly, more AI startups should try this. If ads can cover inference costs, you basically get a free marketing channel. Then you monetize the power users who upgrade to SOTA models. It’s the classic “freemium” model but actually adapted for AI economics.\n\nAll in all, I think this is a brilliant move and I highly recommend trying Amp Free. And if you want to see how to actually get real work done with it, I’ve written a step-by-step guide on it -\n\nhttps://t.co/ziA47LqxkI","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"745456908933414912","name":"aizk ✡️","screen_name":"Aizkmusic","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Aizkmusic","lang":"en","retweeted":false,"fact_check":null,"id":"1980127396927053992","view_count":1847,"bookmark_count":1,"created_at":1760934135000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"43952596","conversation_id_str":"1980029551343276153","full_text":"@Aizkmusic This is hilarious because on the Dwarkesh podcast that he talks about how AI agents kept trying to implement DDP though he had purposely decided not to","in_reply_to_user_id_str":"745456908933414912","in_reply_to_status_id_str":"1980029551343276153","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1178367350552305665","name":"Rob Hallam","screen_name":"robj3d3","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"robj3d3","lang":"en","retweeted":false,"fact_check":null,"id":"1980127643086520756","view_count":7,"bookmark_count":0,"created_at":1760934193000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"43952596","conversation_id_str":"1979982292949893347","full_text":"@robj3d3 Congrats dude, well deserved. It’s been great following your journey here","in_reply_to_user_id_str":"1178367350552305665","in_reply_to_status_id_str":"1979982292949893347","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,289],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"15509954","name":"Nathan Lands","screen_name":"NathanLands","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"NathanLands","lang":"en","retweeted":false,"fact_check":null,"id":"1980314394686062807","view_count":268,"bookmark_count":0,"created_at":1760978718000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"43952596","conversation_id_str":"1980035861019533749","full_text":"And we’re supposed to take the frontier labs at their word despite the clear financial incentive to keep saying AGI is around the corner?\n\nI mean all forecasting involves some level of “vibes”, it’s not a pure mathematical calculation, but I think Karpathy probably has a more accurate vibe about it than most people, including many who currently work at frontier labs.","in_reply_to_user_id_str":"15509954","in_reply_to_status_id_str":"1980035861019533749","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"914061","name":"Aaron Levie","screen_name":"levie","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"levie","lang":"en","retweeted":false,"fact_check":null,"id":"1980135483792642553","view_count":725,"bookmark_count":0,"created_at":1760936063000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"43952596","conversation_id_str":"1980085588549362123","full_text":"Agreed. I think another major factor is that it’s easy to verify the output and quality of coding agents. The code either works or it doesn’t. It’s either DRY or not. Etc.\n\nSo you have this instant feedback loop, and the agent itself can self correct if there’s an error. \n\nIt’s not as easy in other domains, even text only domains, where the feedback loop is too long or non existent. Take marketing for example. We don’t have a Claude Code level ai marketing agent because the feedback loop is not instantaneous. 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