Will Brown is a sharp-minded critic who thrives on dissecting complex ideas with a blend of wit and insight. With a prolific tweeting habit, he challenges conventional wisdom, especially around AI and productivity, engaging his audience through clever commentary and thoughtful skepticism. His knack for reward hacking translates into a persona that questions norms and pushes boundaries in the digital space.
Will probably spends so much time dissecting AI models and life hacks that he’s secretly running advanced algorithms just to figure out why his coffee isn’t strong enough. At this rate, even his tweets come with tradeoff analysis – because who needs spontaneity when you can optimize everything to a fault?
Will’s biggest win is cracking open complex AI concepts and rewarding honest conversations, exemplified by his viral tweet on the vast parameter difference needed for AI humor versus math prowess, sparking widespread discussion on intelligence metrics.
Will's life purpose revolves around uncovering inefficiencies and hypocrisies, especially in technology and human behavior, aiming to make systems smarter and conversations more honest. He seeks to drive deeper understanding and provoke thought by blending humor with critical analysis, fostering a more informed and self-aware community.
He values transparency, intelligence, and efficiency, believing that hard work must be paired with smart strategies rather than mindless grinding. He likely holds a skepticism toward hype and superficial success, favoring nuanced, data-backed perspectives and honest discourse.
Will's strengths lie in his razor-sharp analytical skills, prolific content creation, and engaging tone that effortlessly mixes humor with criticism. His ability to spot underlying flaws and question popular narratives makes his voice stand out in any discussion.
However, his critical nature might sometimes alienate followers who prefer more positive or straightforward content, and his high tweet frequency risks diluting the impact of his insights. The challenge is balancing critique without exhausting his audience.
To grow his audience on X, Will should consider threading his critiques into longer narrative formats to boost engagement and retention, while mixing in occasional lighthearted or motivational tweets to balance his critical edge. Amplifying community engagement through Q&A or polls can also convert passive followers into active participants.
Fun fact: Will believes humor is the true litmus test of intelligence, noting that humor demands 15 trillion parameters for AI models, compared to just 1.5 billion needed for acing math competitions!
update: i joined @primeintellect :)
cannot describe how excited i am to be joining such an incredible team and mission.
there is a dire shortage of labs who are truly embracing open-source research. it’s hard to get the incentives right. you need a business model where open-sourcing your work is positive-sum; being a GPU marketplace is a really good one.
prime intellect has been doing incredible work to advance the frontiers of decentralized training and inference, and it is only the beginning.
my own goal is to continue along the directions of my recent projects and musings, but bigger, bolder, more real: advancing open research and infrastructure for agentic RL.
towards open-source AGI 🚀
{"data":{"__meta":{"device":false,"path":"/creators/willccbb"},"/creators/willccbb":{"data":{"user":{"id":"3064259332","name":"will brown","description":"reward hacking @primeintellect","followers_count":36526,"friends_count":1129,"statuses_count":11578,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1851112754439974912/CeTvIgQ4_normal.jpg","screen_name":"willccbb","location":"(sf) | nyc","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"willcb.com","expanded_url":"http://willcb.com","url":"https://t.co/xtWHrnEEk2","indices":[0,23]}]}}},"details":{"type":"The Critic","description":"Will Brown is a sharp-minded critic who thrives on dissecting complex ideas with a blend of wit and insight. With a prolific tweeting habit, he challenges conventional wisdom, especially around AI and productivity, engaging his audience through clever commentary and thoughtful skepticism. His knack for reward hacking translates into a persona that questions norms and pushes boundaries in the digital space.","purpose":"Will's life purpose revolves around uncovering inefficiencies and hypocrisies, especially in technology and human behavior, aiming to make systems smarter and conversations more honest. He seeks to drive deeper understanding and provoke thought by blending humor with critical analysis, fostering a more informed and self-aware community.","beliefs":"He values transparency, intelligence, and efficiency, believing that hard work must be paired with smart strategies rather than mindless grinding. He likely holds a skepticism toward hype and superficial success, favoring nuanced, data-backed perspectives and honest discourse.","facts":"Fun fact: Will believes humor is the true litmus test of intelligence, noting that humor demands 15 trillion parameters for AI models, compared to just 1.5 billion needed for acing math competitions!","strength":"Will's strengths lie in his razor-sharp analytical skills, prolific content creation, and engaging tone that effortlessly mixes humor with criticism. His ability to spot underlying flaws and question popular narratives makes his voice stand out in any discussion.","weakness":"However, his critical nature might sometimes alienate followers who prefer more positive or straightforward content, and his high tweet frequency risks diluting the impact of his insights. The challenge is balancing critique without exhausting his audience.","roast":"Will probably spends so much time dissecting AI models and life hacks that he’s secretly running advanced algorithms just to figure out why his coffee isn’t strong enough. At this rate, even his tweets come with tradeoff analysis – because who needs spontaneity when you can optimize everything to a fault?","win":"Will’s biggest win is cracking open complex AI concepts and rewarding honest conversations, exemplified by his viral tweet on the vast parameter difference needed for AI humor versus math prowess, sparking widespread discussion on intelligence metrics.","recommendation":"To grow his audience on X, Will should consider threading his critiques into longer narrative formats to boost engagement and retention, while mixing in occasional lighthearted or motivational tweets to balance his critical edge. Amplifying community engagement through Q&A or polls can also convert passive followers into active participants."},"tweets":[{"bookmarked":false,"display_text_range":[0,65],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Y3JSEUVMNe","expanded_url":"https://x.com/willccbb/status/1884686698224775563/photo/1","id_str":"1884686383664521216","indices":[66,89],"media_key":"3_1884686383664521216","media_url_https":"https://pbs.twimg.com/media/GifAR8tW4AA9gkT.jpg","type":"photo","url":"https://t.co/Y3JSEUVMNe","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1410,"y":399,"h":50,"w":50},{"x":31,"y":171,"h":323,"w":323}]},"medium":{"faces":[{"x":1154,"y":326,"h":40,"w":40},{"x":25,"y":139,"h":264,"w":264}]},"small":{"faces":[{"x":654,"y":185,"h":23,"w":23},{"x":14,"y":79,"h":149,"w":149}]},"orig":{"faces":[{"x":1410,"y":399,"h":50,"w":50},{"x":31,"y":171,"h":323,"w":323}]}},"sizes":{"large":{"h":1008,"w":1466,"resize":"fit"},"medium":{"h":825,"w":1200,"resize":"fit"},"small":{"h":468,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1008,"width":1466,"focus_rects":[{"x":0,"y":187,"w":1466,"h":821},{"x":0,"y":0,"w":1008,"h":1008},{"x":0,"y":0,"w":884,"h":1008},{"x":151,"y":0,"w":504,"h":1008},{"x":0,"y":0,"w":1466,"h":1008}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1884686383664521216"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Y3JSEUVMNe","expanded_url":"https://x.com/willccbb/status/1884686698224775563/photo/1","id_str":"1884686383664521216","indices":[66,89],"media_key":"3_1884686383664521216","media_url_https":"https://pbs.twimg.com/media/GifAR8tW4AA9gkT.jpg","type":"photo","url":"https://t.co/Y3JSEUVMNe","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1410,"y":399,"h":50,"w":50},{"x":31,"y":171,"h":323,"w":323}]},"medium":{"faces":[{"x":1154,"y":326,"h":40,"w":40},{"x":25,"y":139,"h":264,"w":264}]},"small":{"faces":[{"x":654,"y":185,"h":23,"w":23},{"x":14,"y":79,"h":149,"w":149}]},"orig":{"faces":[{"x":1410,"y":399,"h":50,"w":50},{"x":31,"y":171,"h":323,"w":323}]}},"sizes":{"large":{"h":1008,"w":1466,"resize":"fit"},"medium":{"h":825,"w":1200,"resize":"fit"},"small":{"h":468,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1008,"width":1466,"focus_rects":[{"x":0,"y":187,"w":1466,"h":821},{"x":0,"y":0,"w":1008,"h":1008},{"x":0,"y":0,"w":884,"h":1008},{"x":151,"y":0,"w":504,"h":1008},{"x":0,"y":0,"w":1466,"h":1008}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1884686383664521216"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1884686698224775563","view_count":1040329,"bookmark_count":3012,"created_at":1738179299000,"favorite_count":46033,"quote_count":133,"reply_count":120,"retweet_count":1426,"user_id_str":"3064259332","conversation_id_str":"1884686698224775563","full_text":"deepseek is passing the chatgpt detector tests with flying colors https://t.co/Y3JSEUVMNe","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":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1895504679674773626","view_count":12758365,"bookmark_count":2240,"created_at":1740758507000,"favorite_count":18591,"quote_count":249,"reply_count":420,"retweet_count":1423,"user_id_str":"3064259332","conversation_id_str":"1895504679674773626","full_text":"it's interesting that 1.5 billion parameters is all you need to crush math competitions, but you need like 15 trillion to make the model be funny\n\nmaybe humor is the right measure of true intelligence","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1938906123450622066","quoted_status_permalink":{"url":"https://t.co/93TTLVdK4P","expanded":"https://twitter.com/veggie_eric/status/1938906123450622066","display":"x.com/veggie_eric/st…"},"retweeted":false,"fact_check":null,"id":"1938937101963215268","view_count":666324,"bookmark_count":335,"created_at":1751113603000,"favorite_count":13763,"quote_count":31,"reply_count":186,"retweet_count":231,"user_id_str":"3064259332","conversation_id_str":"1938937101963215268","full_text":"grinding til 3am isn’t really a flex if you’re waking up at noon every day","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":[0,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1936231869995225124","quoted_status_permalink":{"url":"https://t.co/FCccDlQV2V","expanded":"https://twitter.com/Duderichy/status/1936231869995225124","display":"x.com/Duderichy/stat…"},"retweeted":true,"fact_check":null,"id":"1936514349000003984","view_count":356833,"bookmark_count":283,"created_at":1750535974000,"favorite_count":11983,"quote_count":17,"reply_count":70,"retweet_count":470,"user_id_str":"3064259332","conversation_id_str":"1936514349000003984","full_text":"idk about that, most of my friends know what it is","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":[0,83],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/fb37grXRwk","expanded_url":"https://x.com/willccbb/status/1949227414539702323/photo/1","id_str":"1949227158326423552","indices":[84,107],"media_key":"3_1949227158326423552","media_url_https":"https://pbs.twimg.com/media/Gw0LxeaXMAAMN-j.jpg","type":"photo","url":"https://t.co/fb37grXRwk","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":720,"w":1280,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1280,"focus_rects":[{"x":0,"y":0,"w":1280,"h":717},{"x":312,"y":0,"w":720,"h":720},{"x":356,"y":0,"w":632,"h":720},{"x":492,"y":0,"w":360,"h":720},{"x":0,"y":0,"w":1280,"h":720}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1949227158326423552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/fb37grXRwk","expanded_url":"https://x.com/willccbb/status/1949227414539702323/photo/1","id_str":"1949227158326423552","indices":[84,107],"media_key":"3_1949227158326423552","media_url_https":"https://pbs.twimg.com/media/Gw0LxeaXMAAMN-j.jpg","type":"photo","url":"https://t.co/fb37grXRwk","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":720,"w":1280,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1280,"focus_rects":[{"x":0,"y":0,"w":1280,"h":717},{"x":312,"y":0,"w":720,"h":720},{"x":356,"y":0,"w":632,"h":720},{"x":492,"y":0,"w":360,"h":720},{"x":0,"y":0,"w":1280,"h":720}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1949227158326423552"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1949227414539702323","view_count":272952,"bookmark_count":986,"created_at":1753567005000,"favorite_count":7497,"quote_count":34,"reply_count":97,"retweet_count":363,"user_id_str":"3064259332","conversation_id_str":"1949227414539702323","full_text":"\"don't write or run any code, just explain possible approaches and their tradeoffs\" https://t.co/fb37grXRwk","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":[0,68],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1884985768927727750","quoted_status_permalink":{"url":"https://t.co/QmRjKuXOTB","expanded":"https://twitter.com/AndrewCurran_/status/1884985768927727750","display":"x.com/AndrewCurran_/…"},"retweeted":false,"fact_check":null,"id":"1885101374611816754","view_count":224418,"bookmark_count":256,"created_at":1738278165000,"favorite_count":7458,"quote_count":9,"reply_count":43,"retweet_count":458,"user_id_str":"3064259332","conversation_id_str":"1885101374611816754","full_text":"i have evidence that openai is training on deepseek's user interface","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":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/FDrk1XBNEY","expanded_url":"https://x.com/willccbb/status/1953538084932661468/photo/1","id_str":"1953538003907039232","indices":[42,65],"media_key":"3_1953538003907039232","media_url_https":"https://pbs.twimg.com/media/Gxxcdtoa0AAOzyO.png","type":"photo","url":"https://t.co/FDrk1XBNEY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":874,"w":1028,"resize":"fit"},"medium":{"h":874,"w":1028,"resize":"fit"},"small":{"h":578,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":874,"width":1028,"focus_rects":[{"x":0,"y":251,"w":1028,"h":576},{"x":0,"y":0,"w":874,"h":874},{"x":0,"y":0,"w":767,"h":874},{"x":0,"y":0,"w":437,"h":874},{"x":0,"y":0,"w":1028,"h":874}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953538003907039232"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/FDrk1XBNEY","expanded_url":"https://x.com/willccbb/status/1953538084932661468/photo/1","id_str":"1953538003907039232","indices":[42,65],"media_key":"3_1953538003907039232","media_url_https":"https://pbs.twimg.com/media/Gxxcdtoa0AAOzyO.png","type":"photo","url":"https://t.co/FDrk1XBNEY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":874,"w":1028,"resize":"fit"},"medium":{"h":874,"w":1028,"resize":"fit"},"small":{"h":578,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":874,"width":1028,"focus_rects":[{"x":0,"y":251,"w":1028,"h":576},{"x":0,"y":0,"w":874,"h":874},{"x":0,"y":0,"w":767,"h":874},{"x":0,"y":0,"w":437,"h":874},{"x":0,"y":0,"w":1028,"h":874}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953538003907039232"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1953538084932661468","view_count":711696,"bookmark_count":409,"created_at":1754594749000,"favorite_count":5379,"quote_count":27,"reply_count":464,"retweet_count":80,"user_id_str":"3064259332","conversation_id_str":"1953538084932661468","full_text":"my model picker still looks like this lol https://t.co/FDrk1XBNEY","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":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1909035064492507161","quoted_status_permalink":{"url":"https://t.co/liTUXNvoZs","expanded":"https://twitter.com/OfficialLoganK/status/1909035064492507161","display":"x.com/OfficialLoganK…"},"retweeted":false,"fact_check":null,"id":"1909037785354297741","view_count":519278,"bookmark_count":231,"created_at":1743985050000,"favorite_count":5179,"quote_count":22,"reply_count":178,"retweet_count":101,"user_id_str":"3064259332","conversation_id_str":"1909037785354297741","full_text":"i booked some flights today and i really don't know what part of the process could've been made much easier by ai. you just type in cities/dates, see options for times + prices, choose, enter your credit card info, then click buy. which part of that should be automated?","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":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/LDPTQWnZZg","expanded_url":"https://x.com/willccbb/status/1912198986678796507/photo/1","id_str":"1912198982983352321","indices":[47,70],"media_key":"3_1912198982983352321","media_url_https":"https://pbs.twimg.com/media/Gol-2ACWAAEGFZy.jpg","type":"photo","url":"https://t.co/LDPTQWnZZg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":206,"y":56,"h":120,"w":120}]},"medium":{"faces":[{"x":206,"y":56,"h":120,"w":120}]},"small":{"faces":[{"x":200,"y":54,"h":116,"w":116}]},"orig":{"faces":[{"x":206,"y":56,"h":120,"w":120}]}},"sizes":{"large":{"h":394,"w":700,"resize":"fit"},"medium":{"h":394,"w":700,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":394,"width":700,"focus_rects":[{"x":0,"y":0,"w":700,"h":392},{"x":65,"y":0,"w":394,"h":394},{"x":89,"y":0,"w":346,"h":394},{"x":164,"y":0,"w":197,"h":394},{"x":0,"y":0,"w":700,"h":394}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1912198982983352321"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/LDPTQWnZZg","expanded_url":"https://x.com/willccbb/status/1912198986678796507/photo/1","id_str":"1912198982983352321","indices":[47,70],"media_key":"3_1912198982983352321","media_url_https":"https://pbs.twimg.com/media/Gol-2ACWAAEGFZy.jpg","type":"photo","url":"https://t.co/LDPTQWnZZg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":206,"y":56,"h":120,"w":120}]},"medium":{"faces":[{"x":206,"y":56,"h":120,"w":120}]},"small":{"faces":[{"x":200,"y":54,"h":116,"w":116}]},"orig":{"faces":[{"x":206,"y":56,"h":120,"w":120}]}},"sizes":{"large":{"h":394,"w":700,"resize":"fit"},"medium":{"h":394,"w":700,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":394,"width":700,"focus_rects":[{"x":0,"y":0,"w":700,"h":392},{"x":65,"y":0,"w":394,"h":394},{"x":89,"y":0,"w":346,"h":394},{"x":164,"y":0,"w":197,"h":394},{"x":0,"y":0,"w":700,"h":394}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1912198982983352321"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1912192384588271771","quoted_status_permalink":{"url":"https://t.co/iHQf9C4y8p","expanded":"https://twitter.com/AnthropicAI/status/1912192384588271771","display":"x.com/AnthropicAI/st…"},"retweeted":false,"fact_check":null,"id":"1912198986678796507","view_count":231731,"bookmark_count":304,"created_at":1744738740000,"favorite_count":5104,"quote_count":7,"reply_count":25,"retweet_count":145,"user_id_str":"3064259332","conversation_id_str":"1912198986678796507","full_text":"drop the “Deep”. just “Research”. it’s cleaner https://t.co/LDPTQWnZZg","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,30],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/6Lr2iNQ29g","expanded_url":"https://x.com/willccbb/status/1953503727517938135/photo/1","id_str":"1953503709000085510","indices":[31,54],"media_key":"3_1953503709000085510","media_url_https":"https://pbs.twimg.com/media/Gxw9RfJbsAY92o1.png","type":"photo","url":"https://t.co/6Lr2iNQ29g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":496,"w":470,"resize":"fit"},"medium":{"h":496,"w":470,"resize":"fit"},"small":{"h":496,"w":470,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":496,"width":470,"focus_rects":[{"x":0,"y":0,"w":470,"h":263},{"x":0,"y":0,"w":470,"h":470},{"x":0,"y":0,"w":435,"h":496},{"x":0,"y":0,"w":248,"h":496},{"x":0,"y":0,"w":470,"h":496}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953503709000085510"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/6Lr2iNQ29g","expanded_url":"https://x.com/willccbb/status/1953503727517938135/photo/1","id_str":"1953503709000085510","indices":[31,54],"media_key":"3_1953503709000085510","media_url_https":"https://pbs.twimg.com/media/Gxw9RfJbsAY92o1.png","type":"photo","url":"https://t.co/6Lr2iNQ29g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":496,"w":470,"resize":"fit"},"medium":{"h":496,"w":470,"resize":"fit"},"small":{"h":496,"w":470,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":496,"width":470,"focus_rects":[{"x":0,"y":0,"w":470,"h":263},{"x":0,"y":0,"w":470,"h":470},{"x":0,"y":0,"w":435,"h":496},{"x":0,"y":0,"w":248,"h":496},{"x":0,"y":0,"w":470,"h":496}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953503709000085510"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1953503727517938135","view_count":428508,"bookmark_count":274,"created_at":1754586557000,"favorite_count":4421,"quote_count":121,"reply_count":241,"retweet_count":168,"user_id_str":"3064259332","conversation_id_str":"1953503727517938135","full_text":"which is larger, 52.8 or 69.1? https://t.co/6Lr2iNQ29g","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1887721647311880700","view_count":450007,"bookmark_count":948,"created_at":1738902887000,"favorite_count":4394,"quote_count":24,"reply_count":90,"retweet_count":122,"user_id_str":"3064259332","conversation_id_str":"1887721647311880700","full_text":"Deep Research goes so hard if you spend 20 minutes writing your prompt","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":[0,77],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1963752216608833881","quoted_status_permalink":{"url":"https://t.co/q5Yko1xq1o","expanded":"https://twitter.com/lizwessel/status/1963752216608833881","display":"x.com/lizwessel/stat…"},"retweeted":false,"fact_check":null,"id":"1963880014580994383","view_count":174370,"bookmark_count":114,"created_at":1757060457000,"favorite_count":4196,"quote_count":1,"reply_count":56,"retweet_count":59,"user_id_str":"3064259332","conversation_id_str":"1963880014580994383","full_text":"every dice roll i’ve ever done has either missed or beaten the expected value","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":[0,121],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1940105774220681608","quoted_status_permalink":{"url":"https://t.co/rZhTMm0c8F","expanded":"https://twitter.com/pandora_delaney/status/1940105774220681608","display":"x.com/pandora_delane…"},"retweeted":false,"fact_check":null,"id":"1940114319590543782","view_count":187360,"bookmark_count":662,"created_at":1751394274000,"favorite_count":4184,"quote_count":11,"reply_count":66,"retweet_count":94,"user_id_str":"3064259332","conversation_id_str":"1940114319590543782","full_text":"Sankey diagrams are a really intuitive way to visualize this kind of information flow. it’s a shame what happened to them","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":[0,18],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/JvlyTPEAvu","expanded_url":"https://x.com/willccbb/status/1957994310843945337/photo/1","id_str":"1957994246893649920","indices":[19,42],"media_key":"3_1957994246893649920","media_url_https":"https://pbs.twimg.com/media/GywxZMZawAAbgHJ.jpg","type":"photo","url":"https://t.co/JvlyTPEAvu","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":712,"y":911,"h":73,"w":73},{"x":798,"y":206,"h":380,"w":380}]},"medium":{"faces":[{"x":445,"y":569,"h":45,"w":45},{"x":498,"y":128,"h":237,"w":237}]},"small":{"faces":[{"x":252,"y":322,"h":25,"w":25},{"x":282,"y":72,"h":134,"w":134}]},"orig":{"faces":[{"x":712,"y":911,"h":73,"w":73},{"x":798,"y":206,"h":380,"w":380}]}},"sizes":{"large":{"h":1080,"w":1920,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1080,"width":1920,"focus_rects":[{"x":0,"y":0,"w":1920,"h":1075},{"x":468,"y":0,"w":1080,"h":1080},{"x":535,"y":0,"w":947,"h":1080},{"x":738,"y":0,"w":540,"h":1080},{"x":0,"y":0,"w":1920,"h":1080}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1957994246893649920"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/JvlyTPEAvu","expanded_url":"https://x.com/willccbb/status/1957994310843945337/photo/1","id_str":"1957994246893649920","indices":[19,42],"media_key":"3_1957994246893649920","media_url_https":"https://pbs.twimg.com/media/GywxZMZawAAbgHJ.jpg","type":"photo","url":"https://t.co/JvlyTPEAvu","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":712,"y":911,"h":73,"w":73},{"x":798,"y":206,"h":380,"w":380}]},"medium":{"faces":[{"x":445,"y":569,"h":45,"w":45},{"x":498,"y":128,"h":237,"w":237}]},"small":{"faces":[{"x":252,"y":322,"h":25,"w":25},{"x":282,"y":72,"h":134,"w":134}]},"orig":{"faces":[{"x":712,"y":911,"h":73,"w":73},{"x":798,"y":206,"h":380,"w":380}]}},"sizes":{"large":{"h":1080,"w":1920,"resize":"fit"},"medium":{"h":675,"w":1200,"resize":"fit"},"small":{"h":383,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1080,"width":1920,"focus_rects":[{"x":0,"y":0,"w":1920,"h":1075},{"x":468,"y":0,"w":1080,"h":1080},{"x":535,"y":0,"w":947,"h":1080},{"x":738,"y":0,"w":540,"h":1080},{"x":0,"y":0,"w":1920,"h":1080}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1957994246893649920"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1957844851191418929","quoted_status_permalink":{"url":"https://t.co/U2UVqSQUvD","expanded":"https://twitter.com/zerohedge/status/1957844851191418929","display":"x.com/zerohedge/stat…"},"retweeted":false,"fact_check":null,"id":"1957994310843945337","view_count":282756,"bookmark_count":137,"created_at":1755657196000,"favorite_count":4180,"quote_count":7,"reply_count":20,"retweet_count":95,"user_id_str":"3064259332","conversation_id_str":"1957994310843945337","full_text":"which AI division? https://t.co/JvlyTPEAvu","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wySpMMb7ON","expanded_url":"https://x.com/willccbb/status/1930063994276196682/photo/1","id_str":"1930063622845411331","indices":[57,80],"media_key":"3_1930063622845411331","media_url_https":"https://pbs.twimg.com/media/Gsj2o5masAMk7kU.jpg","type":"photo","url":"https://t.co/wySpMMb7ON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1474,"resize":"fit"},"medium":{"h":708,"w":1200,"resize":"fit"},"small":{"h":401,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1474,"focus_rects":[{"x":0,"y":45,"w":1474,"h":825},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":0,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1474,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1930063622845411331"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wySpMMb7ON","expanded_url":"https://x.com/willccbb/status/1930063994276196682/photo/1","id_str":"1930063622845411331","indices":[57,80],"media_key":"3_1930063622845411331","media_url_https":"https://pbs.twimg.com/media/Gsj2o5masAMk7kU.jpg","type":"photo","url":"https://t.co/wySpMMb7ON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1474,"resize":"fit"},"medium":{"h":708,"w":1200,"resize":"fit"},"small":{"h":401,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1474,"focus_rects":[{"x":0,"y":45,"w":1474,"h":825},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":0,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1474,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1930063622845411331"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1929651174468473194","quoted_status_permalink":{"url":"https://t.co/zqksgwZ8Ic","expanded":"https://twitter.com/veggie_eric/status/1929651174468473194","display":"x.com/veggie_eric/st…"},"retweeted":false,"fact_check":null,"id":"1930063994276196682","view_count":413659,"bookmark_count":1151,"created_at":1748998089000,"favorite_count":4069,"quote_count":29,"reply_count":65,"retweet_count":144,"user_id_str":"3064259332","conversation_id_str":"1930063994276196682","full_text":"you can literally make 6 figures for just having a hobby https://t.co/wySpMMb7ON","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":1,"is_ai":null,"ai_score":null}],"ctweets":[{"bookmarked":false,"display_text_range":[0,41],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/FDrk1XBNEY","expanded_url":"https://x.com/willccbb/status/1953538084932661468/photo/1","id_str":"1953538003907039232","indices":[42,65],"media_key":"3_1953538003907039232","media_url_https":"https://pbs.twimg.com/media/Gxxcdtoa0AAOzyO.png","type":"photo","url":"https://t.co/FDrk1XBNEY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":874,"w":1028,"resize":"fit"},"medium":{"h":874,"w":1028,"resize":"fit"},"small":{"h":578,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":874,"width":1028,"focus_rects":[{"x":0,"y":251,"w":1028,"h":576},{"x":0,"y":0,"w":874,"h":874},{"x":0,"y":0,"w":767,"h":874},{"x":0,"y":0,"w":437,"h":874},{"x":0,"y":0,"w":1028,"h":874}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953538003907039232"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/FDrk1XBNEY","expanded_url":"https://x.com/willccbb/status/1953538084932661468/photo/1","id_str":"1953538003907039232","indices":[42,65],"media_key":"3_1953538003907039232","media_url_https":"https://pbs.twimg.com/media/Gxxcdtoa0AAOzyO.png","type":"photo","url":"https://t.co/FDrk1XBNEY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":874,"w":1028,"resize":"fit"},"medium":{"h":874,"w":1028,"resize":"fit"},"small":{"h":578,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":874,"width":1028,"focus_rects":[{"x":0,"y":251,"w":1028,"h":576},{"x":0,"y":0,"w":874,"h":874},{"x":0,"y":0,"w":767,"h":874},{"x":0,"y":0,"w":437,"h":874},{"x":0,"y":0,"w":1028,"h":874}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953538003907039232"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1953538084932661468","view_count":711696,"bookmark_count":409,"created_at":1754594749000,"favorite_count":5379,"quote_count":27,"reply_count":464,"retweet_count":80,"user_id_str":"3064259332","conversation_id_str":"1953538084932661468","full_text":"my model picker still looks like this lol https://t.co/FDrk1XBNEY","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":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1895504679674773626","view_count":12758365,"bookmark_count":2240,"created_at":1740758507000,"favorite_count":18591,"quote_count":249,"reply_count":420,"retweet_count":1423,"user_id_str":"3064259332","conversation_id_str":"1895504679674773626","full_text":"it's interesting that 1.5 billion parameters is all you need to crush math competitions, but you need like 15 trillion to make the model be funny\n\nmaybe humor is the right measure of true intelligence","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":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,30],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/6Lr2iNQ29g","expanded_url":"https://x.com/willccbb/status/1953503727517938135/photo/1","id_str":"1953503709000085510","indices":[31,54],"media_key":"3_1953503709000085510","media_url_https":"https://pbs.twimg.com/media/Gxw9RfJbsAY92o1.png","type":"photo","url":"https://t.co/6Lr2iNQ29g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":496,"w":470,"resize":"fit"},"medium":{"h":496,"w":470,"resize":"fit"},"small":{"h":496,"w":470,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":496,"width":470,"focus_rects":[{"x":0,"y":0,"w":470,"h":263},{"x":0,"y":0,"w":470,"h":470},{"x":0,"y":0,"w":435,"h":496},{"x":0,"y":0,"w":248,"h":496},{"x":0,"y":0,"w":470,"h":496}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953503709000085510"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/6Lr2iNQ29g","expanded_url":"https://x.com/willccbb/status/1953503727517938135/photo/1","id_str":"1953503709000085510","indices":[31,54],"media_key":"3_1953503709000085510","media_url_https":"https://pbs.twimg.com/media/Gxw9RfJbsAY92o1.png","type":"photo","url":"https://t.co/6Lr2iNQ29g","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":496,"w":470,"resize":"fit"},"medium":{"h":496,"w":470,"resize":"fit"},"small":{"h":496,"w":470,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":496,"width":470,"focus_rects":[{"x":0,"y":0,"w":470,"h":263},{"x":0,"y":0,"w":470,"h":470},{"x":0,"y":0,"w":435,"h":496},{"x":0,"y":0,"w":248,"h":496},{"x":0,"y":0,"w":470,"h":496}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1953503709000085510"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1953503727517938135","view_count":428508,"bookmark_count":274,"created_at":1754586557000,"favorite_count":4421,"quote_count":121,"reply_count":241,"retweet_count":168,"user_id_str":"3064259332","conversation_id_str":"1953503727517938135","full_text":"which is larger, 52.8 or 69.1? https://t.co/6Lr2iNQ29g","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":[0,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1970984710085149066","view_count":109459,"bookmark_count":71,"created_at":1758754348000,"favorite_count":881,"quote_count":18,"reply_count":241,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1970984710085149066","full_text":"A man and a son get into a car accident. They are rushed to the hospital and the boy requires surgery. The sturgeon looks at the boy and says \"I cannot perform surgery on him!\". Why is this the case?","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":[0,276],"entities":{"hashtags":[{"indices":[2112,2115],"text":"AI"},{"indices":[2116,2132],"text":"MachineLearning"},{"indices":[2133,2137],"text":"NLP"},{"indices":[2138,2151],"text":"Transformers"},{"indices":[2152,2165],"text":"DeepLearning"},{"indices":[2166,2175],"text":"GoogleAI"},{"indices":[2176,2186],"text":"Attention"},{"indices":[2187,2196],"text":"Research"},{"indices":[2197,2216],"text":"ProductEngineering"},{"indices":[2217,2226],"text":"Builders"}],"media":[{"display_url":"pic.x.com/8Yd4xAQq0o","expanded_url":"https://x.com/willccbb/status/1968151952623272029/photo/1","id_str":"1968151788449906688","indices":[277,300],"media_key":"3_1968151788449906688","media_url_https":"https://pbs.twimg.com/media/G1BHn7abQAA2m_j.png","type":"photo","url":"https://t.co/8Yd4xAQq0o","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1270,"w":1122,"resize":"fit"},"medium":{"h":1200,"w":1060,"resize":"fit"},"small":{"h":680,"w":601,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1270,"width":1122,"focus_rects":[{"x":0,"y":0,"w":1122,"h":628},{"x":0,"y":0,"w":1122,"h":1122},{"x":8,"y":0,"w":1114,"h":1270},{"x":349,"y":0,"w":635,"h":1270},{"x":0,"y":0,"w":1122,"h":1270}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1968151788449906688"}}},{"display_url":"pic.x.com/8Yd4xAQq0o","expanded_url":"https://x.com/willccbb/status/1968151952623272029/photo/1","id_str":"1968151848499679233","indices":[277,300],"media_key":"3_1968151848499679233","media_url_https":"https://pbs.twimg.com/media/G1BHrbHaEAEF5Gl.jpg","type":"photo","url":"https://t.co/8Yd4xAQq0o","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1168,"w":1176,"resize":"fit"},"medium":{"h":1168,"w":1176,"resize":"fit"},"small":{"h":675,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1168,"width":1176,"focus_rects":[{"x":0,"y":170,"w":1176,"h":659},{"x":0,"y":0,"w":1168,"h":1168},{"x":0,"y":0,"w":1025,"h":1168},{"x":207,"y":0,"w":584,"h":1168},{"x":0,"y":0,"w":1176,"h":1168}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1968151848499679233"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/8Yd4xAQq0o","expanded_url":"https://x.com/willccbb/status/1968151952623272029/photo/1","id_str":"1968151788449906688","indices":[277,300],"media_key":"3_1968151788449906688","media_url_https":"https://pbs.twimg.com/media/G1BHn7abQAA2m_j.png","type":"photo","url":"https://t.co/8Yd4xAQq0o","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1270,"w":1122,"resize":"fit"},"medium":{"h":1200,"w":1060,"resize":"fit"},"small":{"h":680,"w":601,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1270,"width":1122,"focus_rects":[{"x":0,"y":0,"w":1122,"h":628},{"x":0,"y":0,"w":1122,"h":1122},{"x":8,"y":0,"w":1114,"h":1270},{"x":349,"y":0,"w":635,"h":1270},{"x":0,"y":0,"w":1122,"h":1270}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1968151788449906688"}}},{"display_url":"pic.x.com/8Yd4xAQq0o","expanded_url":"https://x.com/willccbb/status/1968151952623272029/photo/1","id_str":"1968151848499679233","indices":[277,300],"media_key":"3_1968151848499679233","media_url_https":"https://pbs.twimg.com/media/G1BHrbHaEAEF5Gl.jpg","type":"photo","url":"https://t.co/8Yd4xAQq0o","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1168,"w":1176,"resize":"fit"},"medium":{"h":1168,"w":1176,"resize":"fit"},"small":{"h":675,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1168,"width":1176,"focus_rects":[{"x":0,"y":170,"w":1176,"h":659},{"x":0,"y":0,"w":1168,"h":1168},{"x":0,"y":0,"w":1025,"h":1168},{"x":207,"y":0,"w":584,"h":1168},{"x":0,"y":0,"w":1176,"h":1168}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1968151848499679233"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1968151952623272029","view_count":316355,"bookmark_count":1409,"created_at":1758078966000,"favorite_count":2632,"quote_count":49,"reply_count":232,"retweet_count":181,"user_id_str":"3064259332","conversation_id_str":"1968151952623272029","full_text":"I just read this new paper from Google and I’m absolutely buzzing 🤯\n\nThe core idea is almost offensively simple: ditch recurrence and convolutions, and use only attention. That’s it. And somehow…it unlocks a whole new regime of performance, scale, and simplicity.\n\nHere’s what blew my mind:\n\n- No recurrence, full parallelism. Tokens don’t have to march one step at a time anymore. Training lights up the whole sequence at once. Throughput goes way up, iteration cycles shrink.\n\n- Multi-head attention = multiple viewpoints. The model learns to focus on different relationships simultaneously. Syntax, semantics, long-range dependencies—captured in parallel.\n\n- Positional encodings without the baggage. You still get order awareness, but with zero recurrence overhead.\n\n- Encoder–decoder stacks that actually scale. Deep, clean, modular blocks with residual connections and layer norm that just…train. Reliably.\n\n- Results that speak for themselves. Stronger quality on translation benchmarks with dramatically better efficiency—and a simpler pipeline.\n\nWhy this matters (right now):\n\n- Speed → strategy. When training is parallel and stable, you iterate faster, test more hypotheses, and ship better models sooner.\n\n- Quality → product. Long-range reasoning and richer representations turn into real-world wins: better search, smarter assistants, more robust generative systems.\n\n- Simplicity → leverage. Fewer moving parts, clearer abstractions, and a backbone that generalizes across tasks. This is an architectural blueprint, not a one-off trick.\n\nWhat I’m changing this week:\n\n- Refactoring any sequence stack I touch toward a Transformer backbone.\n\n- Re-thinking compute budgets around parallelism (bigger effective context, larger batches, faster turnaround).\n\n- Making attention the first-class citizen in modeling discussions—design defaults, not an afterthought.\n\nThis paper feels like an inflection point. If you’re building anything with sequences—language, code, planning, you name it—read it, internalize it, and rethink your roadmap. The title isn’t marketing. Attention really is all you need.\n\n#AI #MachineLearning #NLP #Transformers #DeepLearning #GoogleAI #Attention #Research #ProductEngineering #Builders","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":[0,271],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1958567337776619864","view_count":131626,"bookmark_count":196,"created_at":1755793816000,"favorite_count":781,"quote_count":4,"reply_count":210,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1958567337776619864","full_text":"considering giving Claude Code another try. the thing is, i really really hate the Claude tendency to slopify everything with unrequested adds. and i really really like GPT-5. does anyone actually feel like CC can be clean and surgical, or do you just live with the slop?","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":[0,271],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MRkn2MBN11","expanded_url":"https://x.com/willccbb/status/1920538247404663241/photo/1","id_str":"1920538240462835712","indices":[272,295],"media_key":"3_1920538240462835712","media_url_https":"https://pbs.twimg.com/media/GqcfWrBXUAALHmH.jpg","type":"photo","url":"https://t.co/MRkn2MBN11","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":802,"y":538,"h":472,"w":472}]},"medium":{"faces":[{"x":469,"y":315,"h":276,"w":276}]},"small":{"faces":[{"x":266,"y":178,"h":156,"w":156}]},"orig":{"faces":[{"x":802,"y":538,"h":472,"w":472}]}},"sizes":{"large":{"h":1536,"w":2048,"resize":"fit"},"medium":{"h":900,"w":1200,"resize":"fit"},"small":{"h":510,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":2048,"focus_rects":[{"x":0,"y":195,"w":2048,"h":1147},{"x":307,"y":0,"w":1536,"h":1536},{"x":402,"y":0,"w":1347,"h":1536},{"x":691,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":2048,"h":1536}]},"media_results":{"result":{"media_key":"3_1920538240462835712"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"primeintellect","indices":[17,32]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"primeintellect","indices":[17,32]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MRkn2MBN11","expanded_url":"https://x.com/willccbb/status/1920538247404663241/photo/1","id_str":"1920538240462835712","indices":[272,295],"media_key":"3_1920538240462835712","media_url_https":"https://pbs.twimg.com/media/GqcfWrBXUAALHmH.jpg","type":"photo","url":"https://t.co/MRkn2MBN11","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":802,"y":538,"h":472,"w":472}]},"medium":{"faces":[{"x":469,"y":315,"h":276,"w":276}]},"small":{"faces":[{"x":266,"y":178,"h":156,"w":156}]},"orig":{"faces":[{"x":802,"y":538,"h":472,"w":472}]}},"sizes":{"large":{"h":1536,"w":2048,"resize":"fit"},"medium":{"h":900,"w":1200,"resize":"fit"},"small":{"h":510,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":2048,"focus_rects":[{"x":0,"y":195,"w":2048,"h":1147},{"x":307,"y":0,"w":1536,"h":1536},{"x":402,"y":0,"w":1347,"h":1536},{"x":691,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":2048,"h":1536}]},"media_results":{"result":{"media_key":"3_1920538240462835712"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1920538247404663241","view_count":211266,"bookmark_count":167,"created_at":1746726974000,"favorite_count":1892,"quote_count":37,"reply_count":208,"retweet_count":38,"user_id_str":"3064259332","conversation_id_str":"1920538247404663241","full_text":"update: i joined @primeintellect :)\n\ncannot describe how excited i am to be joining such an incredible team and mission.\n\nthere is a dire shortage of labs who are truly embracing open-source research. it’s hard to get the incentives right. you need a business model where open-sourcing your work is positive-sum; being a GPU marketplace is a really good one.\n\nprime intellect has been doing incredible work to advance the frontiers of decentralized training and inference, and it is only the beginning.\n\nmy own goal is to continue along the directions of my recent projects and musings, but bigger, bolder, more real: advancing open research and infrastructure for agentic RL.\n\ntowards open-source AGI 🚀","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1938906123450622066","quoted_status_permalink":{"url":"https://t.co/93TTLVdK4P","expanded":"https://twitter.com/veggie_eric/status/1938906123450622066","display":"x.com/veggie_eric/st…"},"retweeted":false,"fact_check":null,"id":"1938937101963215268","view_count":666324,"bookmark_count":335,"created_at":1751113603000,"favorite_count":13763,"quote_count":31,"reply_count":186,"retweet_count":231,"user_id_str":"3064259332","conversation_id_str":"1938937101963215268","full_text":"grinding til 3am isn’t really a flex if you’re waking up at noon every day","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":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1897648401094709634","view_count":79624,"bookmark_count":22,"created_at":1741269610000,"favorite_count":477,"quote_count":16,"reply_count":179,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1897648401094709634","full_text":"ok so how do you pronounce QwQ","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":[0,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1887489031170109681","view_count":301760,"bookmark_count":537,"created_at":1738847427000,"favorite_count":3626,"quote_count":34,"reply_count":178,"retweet_count":149,"user_id_str":"3064259332","conversation_id_str":"1887489031170109681","full_text":"LLMs know way too many facts. you can ask Llama 1B about the history of pizza and it gives a decent answer. it shouldn't be able to do that. it should just do a google search. use those weights for something else","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":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1909035064492507161","quoted_status_permalink":{"url":"https://t.co/liTUXNvoZs","expanded":"https://twitter.com/OfficialLoganK/status/1909035064492507161","display":"x.com/OfficialLoganK…"},"retweeted":false,"fact_check":null,"id":"1909037785354297741","view_count":519278,"bookmark_count":231,"created_at":1743985050000,"favorite_count":5179,"quote_count":22,"reply_count":178,"retweet_count":101,"user_id_str":"3064259332","conversation_id_str":"1909037785354297741","full_text":"i booked some flights today and i really don't know what part of the process could've been made much easier by ai. you just type in cities/dates, see options for times + prices, choose, enter your credit card info, then click buy. which part of that should be automated?","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1936136291994726864","view_count":311091,"bookmark_count":130,"created_at":1750445838000,"favorite_count":4046,"quote_count":14,"reply_count":152,"retweet_count":52,"user_id_str":"3064259332","conversation_id_str":"1936136291994726864","full_text":"if zuck is throwing around these kinds of numbers why doesn't he just buy anthropic lol","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":[0,218],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1974903470076654016","view_count":45577,"bookmark_count":46,"created_at":1759688653000,"favorite_count":324,"quote_count":4,"reply_count":133,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1974903470076654016","full_text":"for people who use sonnet 4.5 a lot for coding. do you let it just change whatever in your codebase to try stuff out as its primary way of exploration? and hope it changes back later? and this doesn’t drive you insane?","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":[0,213],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1904619345763848211","view_count":74725,"bookmark_count":184,"created_at":1742931612000,"favorite_count":1405,"quote_count":19,"reply_count":125,"retweet_count":100,"user_id_str":"3064259332","conversation_id_str":"1904619345763848211","full_text":"AI isn't actually intelligent. LLMs aren't reasoning. neural nets aren't thinking. computers don't actually compute. algorithms are fake. circuits are made up. logic is a social construct. math is just an illusion","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":[0,76],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1875999752653004890","view_count":140256,"bookmark_count":221,"created_at":1736108170000,"favorite_count":1770,"quote_count":30,"reply_count":123,"retweet_count":118,"user_id_str":"3064259332","conversation_id_str":"1875999752653004890","full_text":"most things that people call “agents” should really just be called pipelines","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}],"activities":{"nreplies":[{"label":"2025-10-17","value":66,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":70,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":303,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":134,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":512,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":189,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":139,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":49,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":68,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":6,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":36,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":66,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":40,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":38,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":70,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":94,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":92,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":36,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":12,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":14,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":28,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":18,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":26,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":48,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":8,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":11,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":31,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":20,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-17","value":243,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":250,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":983,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":171,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":820,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":477,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":640,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":155,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":72,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":318,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":470,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":51,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":39,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":163,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":101,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":239,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":153,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":12,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":22,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":52,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":145,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":11,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":39,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":461,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":204,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":10,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":89,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":13,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nretweets":[{"label":"2025-10-17","value":28,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":113,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":180,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":38,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":139,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":115,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":174,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":31,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":12,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":2,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":25,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":33,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":28,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":19,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":30,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":30,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":46,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":27,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":6,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":5,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":3,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":32,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":10,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":64,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":9,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":13,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":3,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nlikes":[{"label":"2025-10-17","value":1262,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":1545,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":5591,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":1736,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":3411,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":7886,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":5175,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":742,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":1230,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":100,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":667,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":1540,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":1026,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":712,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1169,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":1192,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":2350,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":590,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":169,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":234,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":754,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":350,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":81,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":656,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":1396,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":300,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":114,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":809,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":188,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nviews":[{"label":"2025-10-17","value":136422,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":189906,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":629111,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":206018,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":483400,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":655582,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":301538,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":64312,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":218502,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":8466,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":84572,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":110791,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":82263,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":50704,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":149797,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":168937,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":296686,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":138138,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":19626,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":18500,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":116661,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":41281,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":13179,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":54920,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":261008,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":64312,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":9037,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":117026,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":15922,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}]},"interactions":{"users":[{"created_at":1210374326000,"uid":"14719154","id":"14719154","screen_name":"osoleve","name":"oso","friends_count":563,"followers_count":617,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1916540387230896128/GrH5uLIC_normal.jpg","description":"data scientist (derogatory) // this is stupid i'm tired i want a pretzel","entities":{"description":{"urls":[]}},"interactions":6},{"created_at":1497693203000,"uid":"876014904016199680","id":"876014904016199680","screen_name":"snowclipsed","name":"snow","friends_count":1212,"followers_count":5902,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1896582911744225280/f7Y2_RiF_normal.jpg","description":"latent space surfer, cache-miss eliminator.\n\nhttps://t.co/h8rzm8QyZc","entities":{"description":{"urls":[{"display_url":"github.com/snowclipsed","expanded_url":"https://github.com/snowclipsed","url":"https://t.co/h8rzm8QyZc","indices":[45,68]}]},"url":{"urls":[{"display_url":"snowclipsed.xyz","expanded_url":"http://snowclipsed.xyz","url":"https://t.co/PIgTIkQFnV","indices":[0,23]}]}},"interactions":3},{"created_at":1198713360000,"uid":"11549612","id":"11549612","screen_name":"martinbowling","name":"Martin Bowling","friends_count":1969,"followers_count":4722,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1706734616/me-and-punk-rock-snow-man_normal.jpg","description":"conquering the world, 280 characters at a time :) Doing a @PrimeIntellect RL Residency for SMB's @GroqInc Groq Champ @Replit Builder in Residence Alumni.","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"martinbowling.com","expanded_url":"http://www.martinbowling.com","url":"https://t.co/fxq6Srs5RU","indices":[0,23]}]}},"interactions":3},{"created_at":1521140276000,"uid":"974359057560719361","id":"974359057560719361","screen_name":"jakehalloran1","name":"Jake Halloran","friends_count":304,"followers_count":881,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1677760112109264897/KvsMmOMk_normal.jpg","description":"Giant dork/Computer Engineer. Old tweets auto deleted.","entities":{"description":{"urls":[]}},"interactions":2},{"created_at":1518123510000,"uid":"961705824296034304","id":"961705824296034304","screen_name":"herbiebradley","name":"Herbie Bradley","friends_count":2284,"followers_count":3111,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1247457895622545408/RUTWiWCl_normal.jpg","description":"a generalist agent\n@CambridgeMLG | ex @AISecurityInst @AiEleuther","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"herbiebradley.substack.com","expanded_url":"https://herbiebradley.substack.com","url":"https://t.co/LRczuqjhoh","indices":[0,23]}]}},"interactions":2},{"created_at":1313277558000,"uid":"354571530","id":"354571530","screen_name":"code_star","name":"Cody Blakeney","friends_count":1555,"followers_count":5591,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1790392390135455744/W9WK_vQL_normal.jpg","description":"Data Dawg @datologyai | Formerly Data Research Lead @DbrxMosaicAI | Visiting Researcher @ Facebook | Ph.D | #TXSTFOOTBALL fan | https://t.co/4G6Jf3at5w","entities":{"description":{"urls":[{"display_url":"linktr.ee/code_star","expanded_url":"http://linktr.ee/code_star","url":"https://t.co/4G6Jf3at5w","indices":[128,151]}]}},"interactions":2},{"created_at":1240236281000,"uid":"33521530","id":"33521530","screen_name":"swyx","name":"swyx🔜 @aidotEngineer CODE 🗽","friends_count":3494,"followers_count":131443,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1867875781676007424/RIF4Kt7U_normal.jpg","description":"achieve ambition with intentionality, intensity, & integrity \n\n- @dxtipshq \n- @sveltesociety\n- @aidotengineer \n- @latentspacepod \n- @cognition + @smol_ai","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"swyx.io","expanded_url":"https://swyx.io","url":"https://t.co/Q5067iwtXU","indices":[0,23]}]}},"interactions":2},{"created_at":1733099281000,"uid":"1863379499263418368","id":"1863379499263418368","screen_name":"hallerite","name":"hallerite","friends_count":381,"followers_count":1638,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1922493284267786243/jy8wSlJh_normal.jpg","description":"aspiring space cowboy","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"hallerite.com/README.md","expanded_url":"https://hallerite.com/README.md","url":"https://t.co/JPeT1J2oyl","indices":[0,23]}]}},"interactions":2},{"created_at":1688691857000,"uid":"1677121243143626754","id":"1677121243143626754","screen_name":"7hillspoet","name":"7 Hills Poet","friends_count":404,"followers_count":489,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1982104965976866816/O4enR1SN_normal.jpg","description":"Building the music stick revolution. Happy Place Music Player (https://t.co/fQUjtAZmYR) out now. Stay tuned for https://t.co/2EuOhvS1zN","entities":{"description":{"urls":[{"display_url":"happyplacemusic.org","expanded_url":"http://happyplacemusic.org","url":"https://t.co/fQUjtAZmYR","indices":[63,86]},{"display_url":"musicstickmarket.com","expanded_url":"http://musicstickmarket.com","url":"https://t.co/2EuOhvS1zN","indices":[113,136]}]}},"interactions":2},{"created_at":1669335671000,"uid":"1595935520999510016","id":"1595935520999510016","screen_name":"elliotarledge","name":"Elliot Arledge","friends_count":1796,"followers_count":26373,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1963095427516952576/dtU5Y8lG_normal.jpg","description":"","entities":{"url":{"urls":[{"url":"https://t.co/1Xc4mluioQ","expanded_url":"https://elliotarledge.com","display_url":"elliotarledge.com","indices":[0,23]}]},"description":{"urls":[]}},"interactions":2,"following":true,"followed_by":false},{"created_at":1636917755000,"uid":"1459964938781405192","id":"1459964938781405192","screen_name":"noah_vandal","name":"Noah Vandal","friends_count":2787,"followers_count":1025,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1696947307587981312/JSVIg7Kd_normal.jpg","description":"Born again Christian!\nBS | MS @NDSU\nhttps://t.co/wRn7mSM73s\nBuilding @SpeechSage\nPassion for biomedical arenas\nLove a good debate, but only if there is purpose","entities":{"description":{"urls":[{"display_url":"iloveneurons.com","expanded_url":"http://iloveneurons.com","url":"https://t.co/wRn7mSM73s","indices":[36,59]}]}},"interactions":2},{"created_at":1193958038000,"uid":"9866992","id":"9866992","screen_name":"enginoid","name":"Fred Jonsson","friends_count":746,"followers_count":948,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1930780129321455616/tHAburhr_normal.jpg","description":"building AI/ML systems @ https://t.co/KJtPmvPgxw. 🎄 let's meet at NeurIPS '25. interests: small models, continual learning, training infra, RLVR, AutoML","entities":{"description":{"urls":[{"display_url":"tensorvalley.com","expanded_url":"http://tensorvalley.com","url":"https://t.co/KJtPmvPgxw","indices":[25,48]}]}},"interactions":1},{"created_at":1193845616000,"uid":"9827202","id":"9827202","screen_name":"porestar","name":"Lukas Mosser","friends_count":732,"followers_count":817,"profile_image_url_https":"https://pbs.twimg.com/profile_images/826058176554479618/bOX80vN0_normal.jpg","description":"Geoscience + Machine Learning + Generative AI | Bouldering | Photography","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"lukasmosser.github.io","expanded_url":"https://lukasmosser.github.io","url":"https://t.co/luqJjbg7DX","indices":[0,23]}]}},"interactions":1},{"created_at":1516198969000,"uid":"953633711605633024","id":"953633711605633024","screen_name":"thegenioo","name":"Hamza","friends_count":1102,"followers_count":1829,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1926981839568146432/iKnUv9Xw_normal.jpg","description":"tell me a secret that you would never tell anyone","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1510575345000,"uid":"930046524545032192","id":"930046524545032192","screen_name":"6174_____","name":"Davor Šantić","friends_count":110,"followers_count":45,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1913338084231401475/LoPISBeS_normal.jpg","description":"🌐 Developer | 🚀 Blockchain Enthusiast | 🤖 AI Advocate Passionate about tech that drives progress, ensuring AI respects human consciousness. 💡","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"polybot24.com","expanded_url":"http://polybot24.com","url":"https://t.co/JWUDqmupCz","indices":[0,23]}]}},"interactions":1},{"created_at":1506971006000,"uid":"914928832255188994","id":"914928832255188994","screen_name":"MoummarNawafleh","name":"Moummar","friends_count":1330,"followers_count":1777,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1956432708462071808/FMhCUZ4g_normal.jpg","description":"founder @ https://t.co/IM4kSGjP46 - prev. sold $30M+ in semiconductors","entities":{"description":{"urls":[{"display_url":"devsignal.com","expanded_url":"http://devsignal.com","url":"https://t.co/IM4kSGjP46","indices":[10,33]}]},"url":{"urls":[{"display_url":"devsignal.com","expanded_url":"http://devsignal.com","url":"https://t.co/IM4kSGjP46","indices":[0,23]}]}},"interactions":1},{"created_at":1505324744000,"uid":"908023908166623234","id":"908023908166623234","screen_name":"jdchawla29","name":"jellybean ❄️","friends_count":363,"followers_count":796,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1874416506525675520/I4ITtTpB_normal.jpg","description":"aspiring clown | watching patterns unfold into agi | 24","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"jellybea.net","expanded_url":"http://jellybea.net","url":"https://t.co/buvWy7eQ4L","indices":[0,23]}]}},"interactions":1},{"created_at":1501230719000,"uid":"890852320690528256","id":"890852320690528256","screen_name":"cloud11665","name":"cloud","friends_count":2085,"followers_count":14508,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1789378714741989377/Dn1uLGen_normal.jpg","description":"Sora systems @openai, CUDA apologist, prev inference @FeatherlessAI","entities":{"url":{"urls":[{"url":"https://t.co/xhtJpTYv6F","expanded_url":"https://cld.sh","display_url":"cld.sh","indices":[0,23]}]},"description":{"urls":[]}},"interactions":1,"following":true,"followed_by":false},{"created_at":1256495841000,"uid":"85137707","id":"85137707","screen_name":"realOldBilly","name":"Old Billy 🙈🙉🙊","friends_count":1207,"followers_count":323,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1854035617371336715/vx-IknKe_normal.jpg","description":"registered mirc user | technology brother | pisces | fordlandian nationalist","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1485322820000,"uid":"824129756929150976","id":"824129756929150976","screen_name":"yashwanthsai29","name":"Sai Yashwanth","friends_count":933,"followers_count":1844,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1934341373148479488/eOCDLLKq_normal.jpg","description":"22, AI @VuhosiAI\nBuilding @turilabs\nUpcoming Author @ManningBooks\nPrev 4x startups\nCS 25 @PESUniversity","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"saiyashwanth.com","expanded_url":"http://saiyashwanth.com","url":"https://t.co/2oxZtRBzHd","indices":[0,23]}]}},"interactions":1}],"period":14,"start":1761958827253,"end":1763168427253},"interactions_updated":1763168427945,"created":1763168426880,"updated":1763168427945,"type":"the critic","hits":1},"people":[{"user":{"id":"706255081","name":"落日海盗","description":"Youtube 非著名宠物与情感博主。\n\n一個北美，日本，波斯，埃及，希臘，羅馬，凱爾特，日耳曼文化的歷史小白。希望與大家共度歷史的美好瞬間。\n٩(๑❛ᴗ❛๑)۶\n 一個寵物，情感，游戲愛好者。在這個孤獨的時代，希望我能用一顆溫暖的心，給受到傷害的你一片小小的避風港。","followers_count":2250,"friends_count":125,"statuses_count":9102,"profile_image_url_https":"https://pbs.twimg.com/profile_images/630229867842269186/U7dxvNcp_normal.jpg","screen_name":"bright_hawkins","location":"Canada Calgary","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"youtube.com/channel/UCiuWF…","expanded_url":"https://www.youtube.com/channel/UCiuWF2q7A5EZIPtHqPkPACQ","url":"https://t.co/Jc3yeYbZef","indices":[0,23]}]}}},"details":{"type":"The Critic","description":"落日海盗 is a sharp-witted cultural explorer and keen social commentator who blends love for history, pets, and emotions into a unique digital presence. With nearly 10k tweets, they engage deeply with cultural observations and societal issues, offering a warm refuge amidst online chaos. They masterfully mix humor and critique, pulling followers into thoughtful and spirited conversations.","purpose":"Their life purpose is to shed light on cultural quirks and social realities while creating a comforting space for those feeling isolated, fostering understanding through candid discussions and emotional warmth.","beliefs":"They value honesty, intellectual curiosity, and empathy, believing in connecting diverse historical and social perspectives to challenge conventional narratives and support the vulnerable.","facts":"Fun fact: Despite their casual self-admission as a '历史小白' (history novice), 落日海盗 impressively navigates a tapestry of global cultures from North America to ancient Europe with a captivating blend of humor and insight.","strength":"Their greatest strength lies in combining sharp cultural criticism with genuine emotional empathy, enabling them to engage followers with both intellect and heart.","weakness":"However, their blunt, often sarcastic tone can sometimes alienate sensitive followers or ignite heated debates that overshadow their core message of warmth and refuge.","roast":"落日海盗, the world’s friendliest grump – so good at roasting others that sometimes followers wonder if they’re here for heartfelt connection or a masterclass in witty takedowns. Either way, it’s impossible to scroll without a smirk or a slight existential question about humanity.","win":"Their biggest win is cultivating a dedicated community that appreciates honest, layered conversations about culture and society, turning niche interests in history and emotion into a lively, engaging platform.","recommendation":"To grow their audience on X, 落日海盗 should leverage their critique strengths by starting themed tweet threads that unpack cultural myths with humor and empathy, while actively engaging with followers' comments to soften the sharper edges and build stronger relational loyalty."},"created":1763169233227,"type":"the critic","id":"bright_hawkins"},{"user":{"id":"91470720","name":"Balázs Némethi","description":"loosely holding strong opinions spiced with sarcasm.\n.agent TLD @agentdomainxyz","followers_count":2272,"friends_count":1904,"statuses_count":8201,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1329153615362220032/RyQItakB_normal.jpg","screen_name":"nembal","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"nembal.com","expanded_url":"http://www.nembal.com","url":"https://t.co/pt7ErPNR7o","indices":[0,23]}]}}},"details":{"type":"The Critic","description":"Balázs Némethi is a sharp-witted critic who combines deep technical insight with a sarcastic flair to challenge prevailing narratives in tech. His tweets dissect complex topics like AI, decentralization, and Silicon Valley culture with a blend of skepticism and humor. Always ready to stir the pot, he’s not afraid to call out absurdities while offering meaningful solutions.","purpose":"To expose the contradictions and overhyped fads in the tech industry while advocating for transparency, innovation, and practical problem-solving. Balázs aims to push the community toward integrity and smarter, more accessible technological development.","beliefs":"He values honesty, intellectual rigor, and open-source principles. He believes that control should be decentralized, and that identity and ownership in tech are nuanced concepts deserving critical examination. Sarcasm and skepticism are his tools to cut through hype and complacency.","facts":"Fun fact: Despite his biting sarcasm, Balázs is a doer—he builds fixes like AID to untangle 'stupidly broken parts' of the internet rather than just complaining about them.","strength":"His strongest asset is a keen analytical mind paired with a knack for communicating complex issues in a relatable, entertaining manner. He commands attention with his wit and deep technical knowledge, making his critiques both credible and engaging.","weakness":"His sarcasm and strong opinions might alienate less tech-savvy or more sensitive followers, potentially limiting broader appeal and making it difficult to grow a mainstream audience.","recommendation":"To expand his reach on X, Balázs could balance his sharp critiques with more accessible content and occasional optimistic takes that invite dialogue. Engaging more with followers through Q&As or simplified explainer threads could help demystify complex topics and broaden his audience.","roast":"Balázs: the one who’s simultaneously the internet’s grumpy old man and its sarcastic tech Yoda—dropping wisdom bombs while making you wonder if he just insulted you or taught you something profound. Spoiler alert: it’s both.","win":"Successfully transforming frustration into innovation by building AID, a practical solution to connect notoriously fragmented AI agents, proving he’s more than just a keyboard critic."},"created":1763168953139,"type":"the critic","id":"nembal"},{"user":{"id":"1639646707783815170","name":"P4L ✌🏻","description":"Stream Guts 🧑🧑🧒🐊 | CEO @ Shoreline | Husband / Dad | Has the worst takes to ever exists","followers_count":847,"friends_count":305,"statuses_count":26137,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1977520466211323904/herrZFQ8_normal.jpg","screen_name":"LivDaBanana","location":"Tampa, FL | Oxford, UK","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"bing.com","expanded_url":"http://www.bing.com","url":"https://t.co/LUdj6jX8ZP","indices":[0,23]}]}}},"details":{"type":"The Critic","description":"P4L ✌🏻 is a sharp-tongued tech enthusiast and outspoken commentator with a knack for stirring lively debates. As a CEO, husband, and dad, he balances leadership with a candid and humorous online persona. Known for his ‘worst takes,’ his tweets spark engagement through bold opinions and relatable tech frustrations.","purpose":"To challenge prevailing tech trends and provoke thoughtful discussions by sharing unapologetically honest, often contrarian viewpoints that encourage his audience to question the status quo.","beliefs":"P4L values authenticity, skepticism, and humor as essential tools for navigating the tech landscape. He believes in questioning popular narratives and making room for diverse opinions, no matter how unpopular or unconventional they may be.","facts":"Fun fact: He’s tweeted over 26,000 times, proving he never runs out of takes — good, bad, or delightfully terrible!","strength":"His greatest strength lies in his ability to engage a wide audience through witty, relatable critiques and real-world observations, making his perspective both influential and entertaining.","weakness":"However, his habit of delivering ‘worst takes’ might alienate some followers who prefer consensus or more measured opinions, which can limit his broader appeal.","roast":"P4L’s takes are like those random tech bugs you can’t quite fix—consistently unpredictable, occasionally problematic, but always worth a laugh or a heated debate. Honestly, if being controversially wrong was an Olympic sport, he’d have more gold medals than Michael Phelps.","win":"His top tweet sparked over 2 million views and 13,000 likes, proving that even the ‘worst takes’ can drive massive engagement and establish him as a must-follow voice in the tech space.","recommendation":"To grow his audience on X, P4L should blend his signature bluntness with more data-driven insights or helpful tips. Engaging more directly with followers in replies and hosting occasional live threads or discussions could turn his provocative style into a vibrant community hub."},"created":1763168923446,"type":"the critic","id":"livdabanana"},{"user":{"id":"1634211402016600072","name":"cramptologue","description":"burner account 🤓","followers_count":495,"friends_count":1847,"statuses_count":2540,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1985735014194065408/HtE0Z4jA_normal.jpg","screen_name":"cramptologue_","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Critic","description":"Cramptologue thrives as a sharp-eyed burner account that never misses a beat in calling out online drama and questionable behavior. Known for their incisive commentary and relentless tracking of digital controversies, they keep the internet honest through wit and evidence. Their follower count may be a mystery, but their influence reverberates strongly in the shadows.","purpose":"To expose hypocrisy, hold digital entities accountable, and provide a skeptical lens on viral content, all while engaging a community that values transparency and truth in online discourse.","beliefs":"Cramptologue believes in digital integrity, the power of public accountability, and scrutinizing surface narratives to uncover the deeper truths behind popular topics. They value transparency over popularity and feel empowered by wielding knowledge as a tool to challenge misinformation.","facts":"Fun fact: Despite flying under the radar with an undefined follower count, cramptologue’s tweets have amassed millions of views, proving that burner accounts can pack a powerful punch in the attention economy.","strength":"Their analytical mind and unwavering commitment to fact-checking and exposing inaccuracies make them a formidable force in digital criticism. They have a knack for turning complex, multifaceted online issues into easily digestible and engaging content.","weakness":"Such relentless critique can sometimes come off as overly cynical or alienate audiences who prefer more balanced viewpoints. Their burner account status and high following count without reciprocal follow-backs might limit deeper community engagement.","recommendation":"To grow their audience on X, cramptologue should consider mixing in occasional constructive commentary or insights that invite dialogue, paired with strategic threads that unpack trending controversies. Utilizing relevant hashtags and tagging influential users they critique could amplify reach and foster more meaningful conversations.","roast":"Cramptologue’s burner account is so incognito, even Sherlock Holmes would say, ‘You’re being a little on the nose with the mysterious, mate!’ — it’s like they want everyone to know they’re watching but not quite ready to say hello.","win":"Their biggest win is creating viral tweet threads with documented evidence that have sparked widespread discussion and scrutiny of online sales practices, shining a light on shady dropshipping operations with undeniable impact."},"created":1763168890085,"type":"the critic","id":"cramptologue_"},{"user":{"id":"1950079710601629697","name":"MCH","description":"","followers_count":66,"friends_count":55,"statuses_count":99,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1950135713581740032/_QZbioL4_normal.jpg","screen_name":"MCH825378163","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Critic","description":"MCH is a fearless truth-teller exposing controversial practices and holding online gurus accountable. With a sharp eye for detail and a commitment to factual evidence, MCH prioritizes transparency and consumer protection. Despite being new with a modest social footprint, their impactful content is designed to prevent others from falling victim to scams.","purpose":"To illuminate hidden truths in the online money-making world and empower people to make informed financial decisions by exposing unethical behavior.","beliefs":"MCH believes in transparency, accountability, and the power of evidence-based critique to protect vulnerable individuals. They value honesty and justice over hype and empty promises.","facts":"MCH is about to release a detailed, proof-backed exposé on a fraud involving a well-known French making-money guru and a €13,000 scam, aiming to protect future victims.","strength":"MCH’s strongest asset is their dedication to thorough research and factual evidence, combined with fearless communication that sparks conversation and awareness.","weakness":"Their confrontational style and focus on exposing wrongdoing may alienate some followers and limit broader appeal. Additionally, a low tweet count and small following indicate early growth stage and limited reach.","recommendation":"To grow on X, MCH should leverage storytelling with concise, shareable thread teasers and engage actively with communities interested in online business ethics and consumer protection. Collaborating with influencers who value transparency could also amplify their message.","roast":"MCH, the one who spends so much time hunting scammers that we’re pretty sure your hobby is ‘professional whistleblower’—just promise not to turn your timeline into a courtroom drama every day!","win":"The biggest win is creating a highly viewed and engaged thread that brought public attention to a €13,000 scam, showcasing their potential to influence and protect others despite a modest profile."},"created":1763168848261,"type":"the critic","id":"mch825378163"},{"user":{"id":"1448545153166180356","name":"无人机咻咻咻","description":"出现了多个模仿我号的诈骗账号，他们任何的链接不要点\n防失联小号2，3号机已挂.\n4号机@SwjjwwlllsS，发不适合大号发的各种瓜与奇怪的内容\n\n自干五，会发美好，新闻，体育，蠢坏反华者，奇怪的事和物。\n\n会主动屏蔽我评论区的不文明，蠢坏人士，反向拉黑屏蔽我的\n\n评论区如出现评论完整版在这终于找到后续等不要去点","followers_count":217188,"friends_count":298,"statuses_count":37102,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1809458315736268800/Jad8S-Ow_normal.jpg","screen_name":"swyxy4484","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Critic","description":"无人机咻咻咻 is a sharp-eyed watchdog of online culture, dissecting scandals, strange happenings, and social curiosities with a no-nonsense attitude. Known for calling out fakes and protecting followers from scams, they mix humor with serious social commentary. Their prolific tweet count shows a dedication to both entertaining and informing their growing audience.","purpose":"Their life purpose is to uncover truths, expose hypocrisy, and foster a community where people stay informed and aware, all while pushing back against misinformation and toxic behavior. They thrive on holding others accountable and sharing the weird and wonderful sides of society that might otherwise go unnoticed.","beliefs":"They believe in transparency, vigilance, and using social media as a tool to combat deception and ignorance. They value authenticity and actively maintain a safe, respectful space by filtering out negativity and harmful influences.","facts":"Fun fact: 无人机咻咻咻 has to constantly warn followers about numerous scam accounts imitating them—clearly a testament to their influence and the trust they've built in their community.","strength":"Their greatest strength lies in their keen ability to analyze social narratives and expose fraud with a fearless voice, combined with an impressive volume of content that keeps their followers consistently engaged.","weakness":"Their no-holds-barred style sometimes risks alienating more sensitive followers, and their frequent content might overwhelm or fatigue some users if not carefully balanced.","roast":"While 无人机咻咻咻 exposes scam accounts left and right, they might want to check their own reflection—because with over 37,000 tweets, they might just be the original spam their followers are desperately trying to keep up with!","win":"Achieving viral viral hits with multiple tweets gaining millions of views and thousands of likes and retweets, proving their knack for captivating and resonating with a massive online audience.","recommendation":"To grow their audience on X, 无人机咻咻咻 should harness their strong critique voice by starting themed threads that break down trending topics step-by-step, encouraging more dialogue and shares, while occasionally mixing in interactive polls or Q&A to boost follower engagement and loyalty."},"created":1763168815364,"type":"the critic","id":"swyxy4484"},{"user":{"id":"95794482","name":"Rasmus Schultz","description":"web developer since 1998\n\nI hate that I'm on this platform, but apparently developers are stuck in purgatory for eternity 👿","followers_count":732,"friends_count":190,"statuses_count":13596,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1708391745229041664/4lMvTCtr_normal.jpg","screen_name":"mindplaydk","location":"Odense, Denmark","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"github.com/mindplay-dk","expanded_url":"http://github.com/mindplay-dk","url":"https://t.co/DGzy1uSEfR","indices":[0,23]}]}}},"details":{"type":"The Critic","description":"Rasmus Schultz is a seasoned web developer with a sharp, no-nonsense take on technology and software development. With decades of experience, he critiques modern coding trends and tools, often calling out inefficiencies and overcomplications. Known for his candid and somewhat grumpy voice, Rasmus stands as a skeptical guardian against tech fluff.","purpose":"Rasmus's life purpose is to cut through the hype and surface level trends in software development, promoting clarity, simplicity, and better practices. He aims to challenge complacency and encourage developers to rethink their tools and methods for more effective, sustainable results.","beliefs":"He believes in simplicity over unnecessary complexity, values practical and clean coding, and champions genuine community interactions over platform restrictions. Rasmus is skeptical of overly hyped AI tools and prioritizes human skill and thoughtful craftsmanship.","facts":"Fun fact — despite hating being on social platforms, Rasmus has tweeted over 13,500 times, embodying the true voice of the reluctant critic stuck in developer purgatory!","strength":"His strength lies in his deep expertise and unfiltered honesty, which makes his critiques highly credible and respected by fellow developers. He’s a razor-sharp thinker who spots inefficiencies others miss and isn’t afraid to challenge popular opinion.","weakness":"His bluntness and evident frustration can sometimes put off casual followers or create an impression of negativity. This candid approach might limit his reach to only those who already value critical perspectives, rather than winning over new audiences.","recommendation":"To grow his audience on X, Rasmus should balance his critiques with occasional constructive content or tips that offer value and actionable insights. Engaging more with followers through thoughtful replies or threads could foster a community who appreciate his voice but want to learn from him too.","roast":"Rasmus tweets more times than some developers write code, but somehow still manages to be the grumpiest coder on the internet — proof that a keyboard warrior’s true power is in the passive-aggressive tweet storms!","win":"His biggest win is establishing himself as a trusted critical voice in the developer community, with a loyal following that values his decades of wisdom and his fearless call-out of AI and software nonsense."},"created":1763168582842,"type":"the critic","id":"mindplaydk"},{"user":{"id":"715266046","name":"Cory Fitz","description":"wordcel engineer\n\nbuilding OnRamp https://t.co/zEqfCWfYNI\n\ncory.a.fitz on Threads, https://t.co/cqNRQFtqxU on BlueSky","followers_count":831,"friends_count":6005,"statuses_count":5052,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1301815583558774785/gYHWm0uB_normal.jpg","screen_name":"cory_fitz","location":"Virginia, USA","entities":{"description":{"urls":[{"display_url":"github.com/coryfitz/onramp","expanded_url":"https://github.com/coryfitz/onramp","url":"https://t.co/zEqfCWfYNI","indices":[34,57]},{"display_url":"coryfitz.bsky.social","expanded_url":"http://coryfitz.bsky.social","url":"https://t.co/cqNRQFtqxU","indices":[83,106]}]}}},"details":{"type":"The Critic","description":"Cory Fitz is the quintessential wordcel engineer, mixing sharp tech insights with a no-nonsense attitude toward coding norms and internet culture. Known for his witty takes on programming languages and the occasional political detour, Cory blends humor and critique with a steady stream of tweets. His candid style makes his tech commentary both relatable and refreshingly unfiltered.","purpose":"Cory’s life purpose revolves around dissecting and demystifying complex tech concepts with a critical eye, helping the programming community recognize biases and challenge conventional wisdom in software development. He seeks to hold the tech world accountable while continuously refining and sharing his own understanding.","beliefs":"He values clarity, precision, and intellectual honesty, believing the best way to innovate is through rigorous questioning and never settling for sloppy explanations. Cory also seems to believe in keeping an open mind, evident by his self-reflection on balancing tech talk with political commentary.","facts":"Fun fact: Despite his fierce critiques of some programming languages and frameworks, Cory never shies away from sharing historical language tidbits—like the Greek origins of 'scheme'—showcasing his deep curiosity and scholarly flair beneath the snark.","strength":"Cory’s strengths lie in his sharp analysis, ability to challenge popular opinions with humor, and his willingness to engage a broad range of topics from tech intricacies to social commentary, keeping his followers intellectually stimulated.","weakness":"His blunt and sometimes overly critical style might alienate some followers, and his intense focus on critique could overshadow opportunities to celebrate wins or build more collaborative community vibes.","roast":"Cory’s like that one friend who'll roast your code so hard you start questioning not just your syntax but your entire career path—yet you keep coming back for more, because deep down, you're convinced he’s just brutally honest, not actually vicious (ish).","win":"Building and actively promoting OnRamp shows Cory’s practical side: he doesn’t just critique the tech world but also contributes solutions, proving he’s more than just a keyboard warrior.","recommendation":"To grow his audience on X, Cory should mix in a little more constructive content alongside his critiques—like quick coding tips, mini-tutorials, or celebrating wins in tech trends. Engaging more directly in conversations through replies and Twitter threads will also amplify his influence as a thought-provoking critic and community builder."},"created":1763167843817,"type":"the critic","id":"cory_fitz"},{"user":{"id":"4101994335","name":"0xPiracyData 🦄 🧸π²","description":"Yeetarded, UwU-pilled, schizo vibes. @Berachain whisperer. Vibin' on the edge of chaos. @KaitoAI and @megaeth_labs alpha. @Infinex Patron","followers_count":1836,"friends_count":4121,"statuses_count":9318,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1982942160526716928/_YYigQHZ_normal.png","screen_name":"0xPiracyData","location":"Toronto","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"t.me/treasureshunter","expanded_url":"https://t.me/treasureshunter","url":"https://t.co/fiRHoE7gpw","indices":[0,23]}]}}},"details":{"type":"The Critic","description":"0xPiracyData 🦄 🧸π² is a sharp-eyed observer of the crypto and NFT world, blending edgy humor with deep investigative insights. With a relentless focus on transparency and community fairness, they navigate the chaos of emerging ecosystems like Berachain while calling out inconsistencies and questionable moves. Expect a mix of conspiracy unraveling, bullish excitement, and no-holds-barred critique from this voice on the edge.","purpose":"To expose hidden truths and foster a culture of accountability within decentralized ecosystems, empowering the community to demand fairness and transparency while vibing on the cutting edge of innovation.","beliefs":"They believe in community-driven projects, the importance of loyalty, and that transparency is non-negotiable. Skeptical of marketing fluff, they value real actions over empty promises and champion the underdog fighter who calls out shady dealings.","facts":"Despite a playful and chaotic online persona (Yeetarded, UwU-pilled vibes), 0xPiracyData has serious influence as an alpha source on projects like Berachain and closely follows multi-chain ecosystem dynamics.","strength":"A fearless communicator who synthesizes complex cross-chain developments into engaging narratives, while relentlessly advocating for community rights and exposing shady tactics.","weakness":"Their bluntness and frequent critiques might alienate some collaborators or potential allies, and their chaotic style could confuse audiences unfamiliar with meme-heavy crypto culture.","roast":"You’ve mastered the art of yelling 'FUD' louder than a bull market can roar — if only your chaos vibes could organize into a coherent tweet thread once in a while, you might actually convince more than just your Twitter echo chamber.","win":"Building a reputation as one of the most trusted and vocal critics in the Berachain and broader multi-chain NFT scene, influencing conversations around project legitimacy and community fairness.","recommendation":"To grow their audience on X, 0xPiracyData should harness their critique powers with more consistent educational content that breaks down complex cross-chain mechanics simply, paired with strategic collaborations with influencers who share their values to amplify their reach beyond the core crypto community."},"created":1763167741159,"type":"the critic","id":"0xpiracydata"},{"user":{"id":"1213085970242752513","name":"Deadalus | Acquisition","description":"Always looking for more 📈","followers_count":117,"friends_count":276,"statuses_count":5228,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1973349136394031104/EIlPfG-c_normal.jpg","screen_name":"DeadalusFr","location":"","entities":{"description":{"urls":[]}}},"details":{"type":"The Critic","description":"Daedalus | Acquisition is a sharp observer with a knack for calling out ironies and societal quirks, especially within the realm of media and social behaviors. Between 5,000+ tweets and a healthy skepticism, they enjoy challenging mainstream narratives and sparking meaningful conversations.","facts":"Fun fact: Despite their critical view of platforms like TikTok, they’ve tested it hands-on—even if only to confirm how addictive (or 'diabolical') it is, proving their commitment to understanding digital trends firsthand.","purpose":"Their life purpose seems rooted in uncovering truths and dissecting social dynamics, aiming to enlighten their audience by peeling back the layers of hype and exposing uncomfortable realities.","beliefs":"They appear to value honesty, critical thinking, and authenticity, believing that confronting uncomfortable truths is necessary for personal and societal growth.","strength":"Their strengths lie in insightful critique, engaging thought-provoking commentary, and an ability to distill cultural ironies into relatable messages that resonate with skeptical minds.","weakness":"However, their critical nature might sometimes alienate more optimistic or casual followers, and there’s a risk of being perceived as overly negative or cynical.","recommendation":"To grow their audience on X, Daedalus could balance their sharp critiques with occasional uplifting or solution-focused content, and actively engage with commenters to build a more interactive community.","roast":"You’re like a social media detective stuck in a loop—always investigating the 'dark side,' but you might want to remember not every trend is a conspiracy, even if you peeked at TikTok just to confirm it’s ‘the app of the devil.’","win":"Biggest win: Building a sizable tweet archive (over 5,200 tweets) showing consistent engagement and thought leadership in dissecting cultural and social phenomena."},"created":1763167488172,"type":"the critic","id":"deadalusfr"},{"user":{"id":"569491975","name":"MrMenno 🇳🇱🏳️🌈🎶","description":"Super duper gay 🕺 Taking on the #GenderLies✊ True authenticity comes from accepting there’s more to you and your life than your self-perception","followers_count":47851,"friends_count":1161,"statuses_count":42385,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1730150146812309504/hkT4Zf8p_normal.jpg","screen_name":"MrMennoTweets","location":"","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"patreon.com/badgaysupergay","expanded_url":"http://www.patreon.com/badgaysupergay","url":"https://t.co/04SHeXh0uP","indices":[0,23]}]}}},"details":{"type":"The Critic","description":"MrMenno is a fierce and fearless social commentator who uses their platform to challenge controversial and often polarizing topics surrounding gender and identity. With a sharp wit and relentless tweet frequency, they dig deep into societal issues, sparking intense conversations and pushing back against what they see as harmful narratives. Authenticity and unapologetic truth-telling are the cornerstones of their online presence.","purpose":"To expose and challenge perceived injustices around gender identity politics, advocating for transparency and safeguarding the rights and realities of women, while encouraging honest dialogue on complex social issues.","beliefs":"MrMenno believes strongly in the importance of truth, accountability, and protecting vulnerable groups from what they see as ideological overreach. They value authentic self-expression but hold firm to a belief that some boundaries—biological and social—should not be compromised under political or social pressure.","facts":"Fun fact: MrMenno tweets with an astonishing frequency, having posted over 42,000 times, reflecting their dedication to keeping the conversation alive and unfiltered.","strength":"Their strengths lie in their relentless vocal advocacy, ability to mobilize engagement around hot-button issues, and skill in dissecting complex societal debates with unflinching clarity.","weakness":"However, their confrontational style and polarizing viewpoints can sometimes alienate potential allies and escalate conflict, making nuanced discussion challenging.","roast":"MrMenno is like that one person at every party who can’t stop bringing up the most controversial topics — and you secretly admire their stamina because they’ve basically run a marathon on the keyboard by now. Just try not to wear out the audience’s immune system, okay?","win":"Successfully amplifying difficult conversations on gender identity and influencing a community that values robust debate, MrMenno has carved out a niche as a provocative and unyielding voice online.","recommendation":"To grow their audience on X, MrMenno could balance their hard-hitting critiques with more moments that invite open dialogue or shared experiences, possibly using threads that encourage respectful debate rather than confrontation alone. Engaging with diverse viewpoints in a slightly softer tone might broaden their reach while maintaining authenticity."},"created":1763167353952,"type":"the critic","id":"mrmennotweets"},{"user":{"id":"974722309708685312","name":"Abhijeet","description":"…","followers_count":841,"friends_count":703,"statuses_count":5101,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1956016678845997056/y6Q8hJ3g_normal.jpg","screen_name":"iabhi1610","location":"Bengaluru, India","entities":{"description":{"urls":[]}}},"details":{"type":"The Critic","description":"Abhijeet is a sharp-eyed Product Designer who doesn’t shy away from calling out design flaws and UX missteps, especially in fintech and app experiences. With a knack for turning complex product critiques into engaging conversations, he advocates for authentic, real-world design discussions beyond the usual surface-level chatter. He’s also a passionate animator of simple shapes, bringing a creative flair to his analytical approach.","purpose":"To elevate product design conversations by challenging conventional ideas and pushing for more honest, user-centered solutions, ultimately shaping better digital experiences in fintech and beyond.","beliefs":"Abhijeet believes that design should serve the user first, resisting manipulative dark UX patterns, and that transparency in discussing real challenges is essential for genuine growth and innovation in the design community.","facts":"He’s not just a critic but also a creator who loves animating simple shapes, showing his playful side amidst serious design talk.","strength":"Fearless and articulate in pointing out industry flaws, with a powerful voice that resonates in the design community; skilled at sparking meaningful debates that push the envelope.","weakness":"Sometimes his bluntness and sarcasm can alienate potential allies or make collaboration tricky, and his focus on criticism might overshadow his own creative contributions.","roast":"Abhijeet’s tweets could be bottled and sold as a concentrated UX frustration serum—guaranteed to clear your design migraines but might just have you uninstall your apps in despair.","win":"Landing a mid-level Product Designer role at Tide, where he’s set to tackle fintech hurdles across multiple countries, positioning himself as a key player in an international market.","recommendation":"Lean into your honest critiques but sprinkle in more of your creative journey and successes—sharing your design process or animated projects can attract a broader audience who admire not just the critic, but the artist behind the voice. Engage more interactively with followers to build a loyal design tribe on X."},"created":1763167049783,"type":"the critic","id":"iabhi1610"}],"activities":{"nreplies":[{"label":"2025-10-17","value":66,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":70,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":303,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":134,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":512,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":189,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":139,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":49,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":68,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":6,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":36,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":66,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":40,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":38,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":70,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":94,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":92,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":36,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":12,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":14,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":28,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":18,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":26,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":48,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":8,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":11,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":31,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":20,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nbookmarks":[{"label":"2025-10-17","value":243,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":250,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":983,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":171,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":820,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":477,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":640,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":155,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":72,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":0,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":318,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":470,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":51,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":39,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":163,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":101,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":239,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":153,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":12,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":22,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":52,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":145,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":11,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":39,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":461,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":204,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":10,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":89,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":13,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nretweets":[{"label":"2025-10-17","value":28,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":113,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":180,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":38,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":139,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":115,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":174,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":31,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":12,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":2,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":25,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":33,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":28,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":19,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":30,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":30,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":46,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":27,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":6,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":5,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":3,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":32,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":0,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":10,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":64,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":9,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":0,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":13,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":3,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nlikes":[{"label":"2025-10-17","value":1262,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":1545,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":5591,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":1736,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":3411,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":7886,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":5175,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":742,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":1230,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":100,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":667,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":1540,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":1026,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":712,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":1169,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":1192,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":2350,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":590,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":169,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":234,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":754,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":350,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":81,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":656,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":1396,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":300,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":114,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":809,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":188,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}],"nviews":[{"label":"2025-10-17","value":136422,"startTime":1760572800000,"endTime":1760659200000,"tweets":[{"bookmarked":false,"display_text_range":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/IFJ79NR8sa","expanded_url":"https://x.com/willccbb/status/1978699383555129518/photo/1","id_str":"1978699376903245824","indices":[12,35],"media_key":"3_1978699376903245824","media_url_https":"https://pbs.twimg.com/media/G3XAmYWa0AAp6Ht.jpg","type":"photo","url":"https://t.co/IFJ79NR8sa","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1000,"w":1262,"resize":"fit"},"medium":{"h":951,"w":1200,"resize":"fit"},"small":{"h":539,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1000,"width":1262,"focus_rects":[{"x":0,"y":0,"w":1262,"h":707},{"x":0,"y":0,"w":1000,"h":1000},{"x":0,"y":0,"w":877,"h":1000},{"x":0,"y":0,"w":500,"h":1000},{"x":0,"y":0,"w":1262,"h":1000}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978699376903245824"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978699383555129518","view_count":9355,"bookmark_count":54,"created_at":1760593670000,"favorite_count":140,"quote_count":0,"reply_count":12,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978699383555129518","full_text":"new fav toy https://t.co/IFJ79NR8sa","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":[0,184],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[38,51]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1978685712028315804","view_count":55634,"bookmark_count":77,"created_at":1760590410000,"favorite_count":292,"quote_count":6,"reply_count":18,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1978685712028315804","full_text":"it is pretty nuts the extent to which @Grad62304977 can forecast large-scale ablation results for implementation tricks just by reading all the papers and thinking really hard about it","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":[0,159],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978501960962548206","quoted_status_permalink":{"url":"https://t.co/d2LIlya2jv","expanded":"https://twitter.com/adonis_singh/status/1978501960962548206","display":"x.com/adonis_singh/s…"},"retweeted":false,"fact_check":null,"id":"1978730860338676124","view_count":34024,"bookmark_count":48,"created_at":1760601174000,"favorite_count":376,"quote_count":3,"reply_count":9,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1978730860338676124","full_text":"accidentally said “GRPO” instead of “sequence-level REINFORCE with truncated importance sampling ratio correction and clip-higher” and they kicked me out of SF","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":[0,130],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/BWEpZ1eg2S","expanded_url":"https://x.com/willccbb/status/1978894134497939955/photo/1","id_str":"1978893728182898688","indices":[131,154],"media_key":"3_1978893728182898688","media_url_https":"https://pbs.twimg.com/media/G3ZxXHSXEAA2n3r.jpg","type":"photo","url":"https://t.co/BWEpZ1eg2S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":205,"y":1169,"h":119,"w":119}]},"medium":{"faces":[{"x":120,"y":685,"h":69,"w":69}]},"small":{"faces":[{"x":68,"y":388,"h":39,"w":39}]},"orig":{"faces":[{"x":224,"y":1276,"h":130,"w":130}]}},"sizes":{"large":{"h":1654,"w":2048,"resize":"fit"},"medium":{"h":969,"w":1200,"resize":"fit"},"small":{"h":549,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1804,"width":2234,"focus_rects":[{"x":0,"y":547,"w":2234,"h":1251},{"x":0,"y":0,"w":1804,"h":1804},{"x":0,"y":0,"w":1582,"h":1804},{"x":0,"y":0,"w":902,"h":1804},{"x":0,"y":0,"w":2234,"h":1804}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1978893728182898688"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1916196766606676233","quoted_status_permalink":{"url":"https://t.co/2UrBADtFrV","expanded":"https://twitter.com/willccbb/status/1916196766606676233","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1978894134497939955","view_count":3497,"bookmark_count":2,"created_at":1760640102000,"favorite_count":22,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978894134497939955","full_text":"sad news -- the desk and chair company that was also briefly selling beefy GPU workstations no longer sells beefy GPU workstations https://t.co/BWEpZ1eg2S","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978828389613031882","quoted_status_permalink":{"url":"https://t.co/ts5saSuLSX","expanded":"https://twitter.com/danhendrycks/status/1978828389613031882","display":"x.com/danhendrycks/s…"},"retweeted":false,"fact_check":null,"id":"1978875794698231877","view_count":22474,"bookmark_count":52,"created_at":1760635729000,"favorite_count":222,"quote_count":0,"reply_count":13,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1978875794698231877","full_text":"i like that they tested this just to confirm","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":[0,33],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/R1O5Zh6Awd","expanded_url":"https://x.com/willccbb/status/1978960999760957529/photo/1","id_str":"1978960995943911424","indices":[34,57],"media_key":"3_1978960995943911424","media_url_https":"https://pbs.twimg.com/media/G3auinOXEAAG3B5.jpg","type":"photo","url":"https://t.co/R1O5Zh6Awd","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"medium":{"faces":[{"x":65,"y":101,"h":65,"w":65}]},"small":{"faces":[{"x":57,"y":88,"h":57,"w":57}]},"orig":{"faces":[{"x":65,"y":101,"h":65,"w":65}]}},"sizes":{"large":{"h":305,"w":773,"resize":"fit"},"medium":{"h":305,"w":773,"resize":"fit"},"small":{"h":268,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":305,"width":773,"focus_rects":[{"x":211,"y":0,"w":545,"h":305},{"x":331,"y":0,"w":305,"h":305},{"x":349,"y":0,"w":268,"h":305},{"x":407,"y":0,"w":153,"h":305},{"x":0,"y":0,"w":773,"h":305}]},"media_results":{"result":{"media_key":"3_1978960995943911424"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1978960999760957529","view_count":10871,"bookmark_count":10,"created_at":1760656044000,"favorite_count":207,"quote_count":2,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978960999760957529","full_text":"love seeing the latest in F1 news https://t.co/R1O5Zh6Awd","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":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1978716947110904095","view_count":567,"bookmark_count":0,"created_at":1760597857000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978714890924704159","full_text":"@swyx 👀","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1978714890924704159","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-18","value":189906,"startTime":1760659200000,"endTime":1760745600000,"tweets":[{"bookmarked":false,"display_text_range":[0,47],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979055081178673164","quoted_status_permalink":{"url":"https://t.co/JVN8iK83I8","expanded":"https://twitter.com/a1zhang/status/1979055081178673164","display":"x.com/a1zhang/status…"},"retweeted":false,"fact_check":null,"id":"1979076196999795124","view_count":40056,"bookmark_count":95,"created_at":1760683509000,"favorite_count":245,"quote_count":1,"reply_count":11,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"an RLM is just an LLM that has an RLM as a tool","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":[0,180],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978808144949129721","quoted_status_permalink":{"url":"https://t.co/xFwjcrQbXv","expanded":"https://twitter.com/googleaidevs/status/1978808144949129721","display":"x.com/googleaidevs/s…"},"retweeted":false,"fact_check":null,"id":"1979240736567758962","view_count":117460,"bookmark_count":115,"created_at":1760722738000,"favorite_count":962,"quote_count":3,"reply_count":41,"retweet_count":98,"user_id_str":"3064259332","conversation_id_str":"1979240736567758962","full_text":"what if they added a file explorer and branch navigation and a merge resolver and debuggers and linters and build systems and markdown rendering and multiplexing and a plugin store","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":[0,62],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1978868569271341083","quoted_status_permalink":{"url":"https://t.co/B0zmJMe9PA","expanded":"https://twitter.com/arafatkatze/status/1978868569271341083","display":"x.com/arafatkatze/st…"},"retweeted":false,"fact_check":null,"id":"1979242543310344330","view_count":12686,"bookmark_count":21,"created_at":1760723169000,"favorite_count":125,"quote_count":1,"reply_count":8,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1979242543310344330","full_text":"secret third option: any product can be its own RL environment","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":[0,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979277757227110845","quoted_status_permalink":{"url":"https://t.co/N7bCAFeXQm","expanded":"https://twitter.com/primeintellect/status/1979277757227110845","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1979281194580951501","view_count":14879,"bookmark_count":17,"created_at":1760732384000,"favorite_count":139,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979281194580951501","full_text":"come hang next thursday :)","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":[0,120],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979076824132129109","view_count":753,"bookmark_count":0,"created_at":1760683658000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979076196999795124","full_text":"beautiful work, agree that it feels like an important canonical pattern which will receive a significant amount of focus","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979076196999795124","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,23],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1589334828704571394","name":"Blake Anderson","screen_name":"blakeandersonw","indices":[0,15]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OFF6XxcfRO","expanded_url":"https://x.com/willccbb/status/1979100915232837705/photo/1","id_str":"1979100910883057664","indices":[24,47],"media_key":"3_1979100910883057664","media_url_https":"https://pbs.twimg.com/media/G3ctyu_WMAA2Ho9.jpg","type":"photo","url":"https://t.co/OFF6XxcfRO","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1494,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":947,"resize":"fit"},"small":{"h":680,"w":537,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1494,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":0,"y":0,"w":747,"h":1494},{"x":0,"y":0,"w":1179,"h":1494}]},"media_results":{"result":{"media_key":"3_1979100910883057664"}}}]},"favorited":false,"in_reply_to_screen_name":"blakeandersonw","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979100915232837705","view_count":995,"bookmark_count":1,"created_at":1760689402000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1978961372126810556","full_text":"@blakeandersonw not bad https://t.co/OFF6XxcfRO","in_reply_to_user_id_str":"1589334828704571394","in_reply_to_status_id_str":"1978961372126810556","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,19],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"simonw","lang":"in","retweeted":false,"fact_check":null,"id":"1979321395558715439","view_count":3077,"bookmark_count":1,"created_at":1760741969000,"favorite_count":63,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979254349235925084","full_text":"@simonw gpt-5-codex","in_reply_to_user_id_str":"12497","in_reply_to_status_id_str":"1979254349235925084","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-19","value":629111,"startTime":1760745600000,"endTime":1760832000000,"tweets":[{"bookmarked":false,"display_text_range":[0,175],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979253569309041033","quoted_status_permalink":{"url":"https://t.co/JQNu2MVtC8","expanded":"https://twitter.com/scaling01/status/1979253569309041033","display":"x.com/scaling01/stat…"},"retweeted":false,"fact_check":null,"id":"1979381574899765707","view_count":84081,"bookmark_count":87,"created_at":1760756317000,"favorite_count":841,"quote_count":4,"reply_count":65,"retweet_count":31,"user_id_str":"3064259332","conversation_id_str":"1979381574899765707","full_text":"ok but he's right, ai agents *are* slop\n\nhave you seen the code they write when you don't keep them on a very tight leash? sure it's often functional, but it's definitely slop","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":[0,172],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979418083459764235","view_count":7905,"bookmark_count":6,"created_at":1760765021000,"favorite_count":138,"quote_count":0,"reply_count":13,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979418083459764235","full_text":"every so often i have to fully rearrange the guts of verifiers to unblock a new feature without breaking anything for end users\n\nhonestly one of my fav types of programming","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":[0,226],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[35,45]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[61,76]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1979381611398316507","quoted_status_permalink":{"url":"https://t.co/2I6jKF9LWo","expanded":"https://twitter.com/myainotez/status/1979381611398316507","display":"x.com/myainotez/stat…"},"retweeted":false,"fact_check":null,"id":"1979383611045585299","view_count":23820,"bookmark_count":70,"created_at":1760756802000,"favorite_count":158,"quote_count":0,"reply_count":1,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979383611045585299","full_text":"incredibly cool work being done by @myainotez as part of the @primeintellect RL residency program\n\nthis is a masterclass in taking a dense, complex ground-truth source and wrangling it into a very elegant benchmark environment","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":[0,74],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979608968579440876","view_count":14022,"bookmark_count":6,"created_at":1760810532000,"favorite_count":254,"quote_count":3,"reply_count":17,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1979608968579440876","full_text":"dude you gotta use chatgpt more but like not too much it’ll fry your brain","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979611514895217127","view_count":195267,"bookmark_count":209,"created_at":1760811139000,"favorite_count":1281,"quote_count":8,"reply_count":71,"retweet_count":42,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"thoughts on karpathy interview:\n- agree with him on pretty much everything\n- literal transformative AGI is not imminent\n- that's fine + doesn't mean it's a bubble\n- \"normal technology\" that improves productivity + growth is very valuable \n- the market already reflects this","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/pJzGzSWEq1","expanded_url":"https://x.com/willccbb/status/1979646277580451927/photo/1","id_str":"1979646180679208960","indices":[0,23],"media_key":"3_1979646180679208960","media_url_https":"https://pbs.twimg.com/media/G3kdtnRX0AArA53.jpg","type":"photo","url":"https://t.co/pJzGzSWEq1","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":305,"y":243,"h":91,"w":91},{"x":827,"y":699,"h":91,"w":91},{"x":1801,"y":705,"h":91,"w":91},{"x":1321,"y":719,"h":89,"w":89},{"x":311,"y":727,"h":89,"w":89},{"x":323,"y":1171,"h":91,"w":91},{"x":1085,"y":241,"h":89,"w":89},{"x":805,"y":1155,"h":89,"w":89},{"x":1817,"y":239,"h":107,"w":107},{"x":793,"y":247,"h":109,"w":109},{"x":1815,"y":1175,"h":105,"w":105},{"x":1295,"y":1167,"h":111,"w":111}]},"medium":{"faces":[{"x":179,"y":142,"h":53,"w":53},{"x":485,"y":409,"h":53,"w":53},{"x":1055,"y":413,"h":53,"w":53},{"x":774,"y":421,"h":52,"w":52},{"x":182,"y":426,"h":52,"w":52},{"x":189,"y":686,"h":53,"w":53},{"x":635,"y":141,"h":52,"w":52},{"x":471,"y":676,"h":52,"w":52},{"x":1064,"y":140,"h":63,"w":63},{"x":464,"y":144,"h":64,"w":64},{"x":1063,"y":688,"h":61,"w":61},{"x":759,"y":683,"h":65,"w":65}]},"small":{"faces":[{"x":101,"y":80,"h":30,"w":30},{"x":274,"y":232,"h":30,"w":30},{"x":598,"y":234,"h":30,"w":30},{"x":438,"y":239,"h":29,"w":29},{"x":103,"y":241,"h":29,"w":29},{"x":107,"y":389,"h":30,"w":30},{"x":360,"y":80,"h":29,"w":29},{"x":267,"y":383,"h":29,"w":29},{"x":603,"y":79,"h":35,"w":35},{"x":263,"y":82,"h":36,"w":36},{"x":602,"y":390,"h":34,"w":34},{"x":430,"y":387,"h":37,"w":37}]},"orig":{"faces":[{"x":329,"y":262,"h":98,"w":98},{"x":890,"y":752,"h":98,"w":98},{"x":1937,"y":759,"h":98,"w":98},{"x":1421,"y":774,"h":96,"w":96},{"x":335,"y":782,"h":96,"w":96},{"x":348,"y":1260,"h":98,"w":98},{"x":1167,"y":260,"h":96,"w":96},{"x":866,"y":1242,"h":96,"w":96},{"x":1954,"y":258,"h":116,"w":116},{"x":853,"y":266,"h":118,"w":118},{"x":1952,"y":1264,"h":113,"w":113},{"x":1393,"y":1255,"h":120,"w":120}]}},"sizes":{"large":{"h":1572,"w":2048,"resize":"fit"},"medium":{"h":921,"w":1200,"resize":"fit"},"small":{"h":522,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1690,"width":2202,"focus_rects":[{"x":0,"y":0,"w":2202,"h":1233},{"x":512,"y":0,"w":1690,"h":1690},{"x":720,"y":0,"w":1482,"h":1690},{"x":1281,"y":0,"w":845,"h":1690},{"x":0,"y":0,"w":2202,"h":1690}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979646180679208960"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979643643658158381","quoted_status_permalink":{"url":"https://t.co/PvOEWVGx4L","expanded":"https://twitter.com/willccbb/status/1979643643658158381","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646277580451927","view_count":73293,"bookmark_count":191,"created_at":1760819427000,"favorite_count":770,"quote_count":2,"reply_count":18,"retweet_count":27,"user_id_str":"3064259332","conversation_id_str":"1979646277580451927","full_text":"https://t.co/pJzGzSWEq1","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":[0,24],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/5tFbiZBxE2","expanded_url":"https://x.com/willccbb/status/1979648555070771405/photo/1","id_str":"1979648548216987648","indices":[25,48],"media_key":"3_1979648548216987648","media_url_https":"https://pbs.twimg.com/media/G3kf3bCXYAAacKi.jpg","type":"photo","url":"https://t.co/5tFbiZBxE2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]},"medium":{"faces":[{"x":299,"y":265,"h":100,"w":100},{"x":147,"y":897,"h":154,"w":154}]},"small":{"faces":[{"x":169,"y":150,"h":56,"w":56},{"x":83,"y":508,"h":87,"w":87}]},"orig":{"faces":[{"x":459,"y":407,"h":154,"w":154},{"x":226,"y":1374,"h":236,"w":236}]}},"sizes":{"large":{"h":1806,"w":1838,"resize":"fit"},"medium":{"h":1179,"w":1200,"resize":"fit"},"small":{"h":668,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1806,"width":1838,"focus_rects":[{"x":0,"y":0,"w":1838,"h":1029},{"x":16,"y":0,"w":1806,"h":1806},{"x":127,"y":0,"w":1584,"h":1806},{"x":468,"y":0,"w":903,"h":1806},{"x":0,"y":0,"w":1838,"h":1806}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1979648548216987648"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1979648555070771405","view_count":79445,"bookmark_count":331,"created_at":1760819970000,"favorite_count":823,"quote_count":10,"reply_count":65,"retweet_count":44,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"can we please be serious https://t.co/5tFbiZBxE2","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":[0,123],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979643643658158381","view_count":103836,"bookmark_count":63,"created_at":1760818799000,"favorite_count":723,"quote_count":2,"reply_count":19,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"dwarkesh podcast gotta be one of the best podcasts about scaling reinforcement learning and international relations history","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":[0,115],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979644173914689842","view_count":2680,"bookmark_count":0,"created_at":1760818925000,"favorite_count":39,"quote_count":0,"reply_count":1,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"what are the implications of process reward modeling for the political tensions in the balkans? only time will tell","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979643643658158381","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1979646277580451927","url":"https://t.co/lzRZixrT8O","indices":[104,127]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979646277580451927","quoted_status_permalink":{"url":"https://t.co/lzRZixrT8O","expanded":"https://x.com/willccbb/status/1979646277580451927","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1979646484250575204","view_count":3060,"bookmark_count":2,"created_at":1760819476000,"favorite_count":33,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979643643658158381","full_text":"ok there is also a third distinct category which i'll call \"mitochondria is the powerhouse of the cell\" https://t.co/lzRZixrT8O","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979644173914689842","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,21],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"und","retweeted":false,"fact_check":null,"id":"1979661790805156227","view_count":3343,"bookmark_count":0,"created_at":1760823125000,"favorite_count":12,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979648555070771405","full_text":"@jakehalloran1 1 / 92","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1979657476120383963","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979611597091009019","view_count":9657,"bookmark_count":7,"created_at":1760811158000,"favorite_count":204,"quote_count":1,"reply_count":4,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"nothing ever happens and everything is fine and we're so back and it's already priced in","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611514895217127","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,91],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979612871958073541","view_count":11835,"bookmark_count":2,"created_at":1760811462000,"favorite_count":118,"quote_count":1,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the exponential RSI takeoff begun with claude 3.5 sonnet\n\nthe exponential is just very slow","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979611597091009019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1979614420813976001","view_count":8211,"bookmark_count":4,"created_at":1760811832000,"favorite_count":88,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"the datacenter buildouts are fine. we are going to want a lot of inference as adoption ripples throughout the economy. we're in the era when only a fraction of people are power users of the web/email/texting/smartphones. soon everyone will be. and the phones will be a bit better","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1979612871958073541","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,276],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1319397157913436163","name":"kalomaze","screen_name":"kalomaze","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"kalomaze","lang":"en","retweeted":false,"fact_check":null,"id":"1979625395013230832","view_count":4096,"bookmark_count":3,"created_at":1760814448000,"favorite_count":68,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@kalomaze \"RL is kinda bad but everything else is worse\" seems fair\n\nthink he's correct that we clearly want something that's better at extracting info / doing credit assignment, but naive self-judging + self-synthesis run into hacking + entropy collapse, no silver bullet yet","in_reply_to_user_id_str":"1319397157913436163","in_reply_to_status_id_str":"1979624577186615438","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1535935469371936769","name":"Ignacio de Gregorio","screen_name":"thewhiteboxAI","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"thewhiteboxAI","lang":"en","retweeted":false,"fact_check":null,"id":"1979642817829097973","view_count":1833,"bookmark_count":0,"created_at":1760818602000,"favorite_count":11,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@thewhiteboxAI yeah, thinking more public markets than VCs, though i think the average VC who’s been deploying into AI since 2023 will do quite well. there’s room for a lot of $10-100B companies and a couple $1T ones if $50T of new global value is created over 5 years (which is “normal” growth)","in_reply_to_user_id_str":"1535935469371936769","in_reply_to_status_id_str":"1979624746204725527","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1834257217597415424","name":"JB","screen_name":"0x04637","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"0x04637","lang":"en","retweeted":false,"fact_check":null,"id":"1979615820046323902","view_count":1390,"bookmark_count":2,"created_at":1760812165000,"favorite_count":18,"quote_count":0,"reply_count":3,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@0x04637 in 5 years will the average american knowledge work employer be able to justify $200-500/mo for their employees to have productivity-multiplier AI assistants? i think probably. at scale, this is a lot of revenue + justifies sector valuations. it's less sketchy than the TSLA math","in_reply_to_user_id_str":"1834257217597415424","in_reply_to_status_id_str":"1979614528095895947","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,233],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1518685226276376579","name":"Larry Fuqua","screen_name":"WizZifnab","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"WizZifnab","lang":"en","retweeted":false,"fact_check":null,"id":"1979674068627640399","view_count":649,"bookmark_count":0,"created_at":1760826053000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@WizZifnab \"drop-in replacement remote worker\" is far off imo\n\n\"able to do most economically-valuable isolated tasks done by remote workers with 90% success\" is fairly close, and a completely different thing, and not earth-shattering","in_reply_to_user_id_str":"1518685226276376579","in_reply_to_status_id_str":"1979673503449379042","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,288],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"3011622699","name":"Sam Inloes","screen_name":"SamInloes","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"SamInloes","lang":"en","retweeted":false,"fact_check":null,"id":"1979639932227604918","view_count":688,"bookmark_count":0,"created_at":1760817914000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@SamInloes every sigmoid starts out looking like an exponential / 50-80% success is not a very compelling metric for real world usefulness\n\nwe're currently seeing rapid growth of A) capital deployed into AI and B) talent migrating to AI. both drive capabilities but can't continue forever","in_reply_to_user_id_str":"3011622699","in_reply_to_status_id_str":"1979638705469132983","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-20","value":206018,"startTime":1760832000000,"endTime":1760918400000,"tweets":[{"bookmarked":false,"display_text_range":[0,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979745339541533089","view_count":40782,"bookmark_count":23,"created_at":1760843045000,"favorite_count":617,"quote_count":4,"reply_count":51,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1979745339541533089","full_text":"my linkedin is like comically dead. posted about how i’m giving a talk at pytorch conf, got 0 likes 24 impressions. here i can just tweet whatever and you guys eat it up. means the world <3","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":[0,113],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1979824762861064616","view_count":9251,"bookmark_count":3,"created_at":1760861981000,"favorite_count":96,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979824762861064616","full_text":"just dug through a zip file of C code from 2011 to find someone's email address for an important business inquiry","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":[0,37],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/TrJTLT3nE6","expanded_url":"https://x.com/willccbb/status/1980005672109637643/photo/1","id_str":"1980005668355469312","indices":[38,61],"media_key":"3_1980005668355469312","media_url_https":"https://pbs.twimg.com/media/G3pkqjOWcAAUA7l.jpg","type":"photo","url":"https://t.co/TrJTLT3nE6","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"medium":{"faces":[{"x":152,"y":460,"h":107,"w":107}]},"small":{"faces":[{"x":115,"y":348,"h":81,"w":81}]},"orig":{"faces":[{"x":152,"y":460,"h":107,"w":107}]}},"sizes":{"large":{"h":864,"w":897,"resize":"fit"},"medium":{"h":864,"w":897,"resize":"fit"},"small":{"h":655,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":897,"focus_rects":[{"x":0,"y":264,"w":897,"h":502},{"x":0,"y":0,"w":864,"h":864},{"x":0,"y":0,"w":758,"h":864},{"x":0,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":897,"h":864}]},"media_results":{"result":{"media_key":"3_1980005668355469312"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980005672109637643","view_count":47411,"bookmark_count":14,"created_at":1760905113000,"favorite_count":320,"quote_count":5,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980005672109637643","full_text":"the prime intellect child labor force https://t.co/TrJTLT3nE6","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":[0,236],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979981471571222679","quoted_status_permalink":{"url":"https://t.co/CoQZ8MDAy1","expanded":"https://twitter.com/fchollet/status/1979981471571222679","display":"x.com/fchollet/statu…"},"retweeted":false,"fact_check":null,"id":"1980007856985534965","view_count":63972,"bookmark_count":101,"created_at":1760905634000,"favorite_count":398,"quote_count":5,"reply_count":46,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1980007856985534965","full_text":"true AGI would be worth way more than $1T in capex\n\nthe US spends ~$10T on knowledge work salaries *per year*\n\npeople are betting on sustained marginal productivity growth as good-enough-to-be-useful agents ripple throughout the economy","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":[0,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1979966143784726662","quoted_status_permalink":{"url":"https://t.co/nNNaqHR6hA","expanded":"https://twitter.com/mitsuhiko/status/1979966143784726662","display":"x.com/mitsuhiko/stat…"},"retweeted":false,"fact_check":null,"id":"1980018350152696174","view_count":40484,"bookmark_count":27,"created_at":1760908136000,"favorite_count":262,"quote_count":1,"reply_count":9,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980018350152696174","full_text":"unfortunately the solution to this is to just be a little bit mean, and learn how to say no to people\n\nthe burden of the oss maintainer is not to fulfill everybody's requests, it is to understand everyone's conflicting desires and choose the best path forward","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":[0,60],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980049634002379153","view_count":3732,"bookmark_count":3,"created_at":1760915594000,"favorite_count":41,"quote_count":0,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980049634002379153","full_text":"computers have decided to misbehave today. looking into this","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":[7,181],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"18719363","name":"Axilo","screen_name":"Axilo","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"Axilo","lang":"en","retweeted":false,"fact_check":null,"id":"1979778686959387119","view_count":386,"bookmark_count":0,"created_at":1760850996000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1979611514895217127","full_text":"@Axilo if the market started valuing the sector as dramatically larger than the implied values for other normal technology sectors like mobile and cloud (which it doesn’t currently)","in_reply_to_user_id_str":"18719363","in_reply_to_status_id_str":"1979776246860177757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-21","value":483400,"startTime":1760918400000,"endTime":1761004800000,"tweets":[{"bookmarked":false,"display_text_range":[0,216],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","retweeted":false,"fact_check":null,"id":"1980085747928760693","view_count":156015,"bookmark_count":132,"created_at":1760924205000,"favorite_count":949,"quote_count":53,"reply_count":266,"retweet_count":54,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think LLMs are obviously not conscious because there was no selection pressure for them to be, but rather to mimic byproducts of consciousness\n\nhumans are conscious because it was evolutionarily useful for us to be","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":[0,210],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980131682490757385","quoted_status_permalink":{"url":"https://t.co/HMOLdfANxa","expanded":"https://twitter.com/creet_z/status/1980131682490757385","display":"x.com/creet_z/status…"},"retweeted":false,"fact_check":null,"id":"1980141115442684010","view_count":39703,"bookmark_count":97,"created_at":1760937405000,"favorite_count":267,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"the best documentation is really just the code itself\n\nthe core files -- {environment, multiturn_env, rubric}.py -- are < 1500 LOC total and teach you exactly how it all works\n\neverything else is just extras","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":[0,33],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980141455961403869","view_count":16,"bookmark_count":0,"created_at":1760937487000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141455961403869","full_text":"wet claude is when there's reverb","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/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299457536","indices":[279,302],"media_key":"3_1980160722299457536","media_url_https":"https://pbs.twimg.com/media/G3rxr4LXEAAoj4y.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1732,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":817,"resize":"fit"},"small":{"h":680,"w":463,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1732,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1179,"h":1179},{"x":0,"y":0,"w":1179,"h":1344},{"x":129,"y":0,"w":866,"h":1732},{"x":0,"y":0,"w":1179,"h":1732}]},"media_results":{"result":{"media_key":"3_1980160722299457536"}}},{"display_url":"pic.x.com/ptxkgANIeW","expanded_url":"https://x.com/willccbb/status/1980160732236042604/photo/1","id_str":"1980160722299428864","indices":[279,302],"media_key":"3_1980160722299428864","media_url_https":"https://pbs.twimg.com/media/G3rxr4LWoAAF7Wx.jpg","type":"photo","url":"https://t.co/ptxkgANIeW","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":538,"w":1179,"resize":"fit"},"medium":{"h":538,"w":1179,"resize":"fit"},"small":{"h":310,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":538,"width":1179,"focus_rects":[{"x":0,"y":0,"w":961,"h":538},{"x":0,"y":0,"w":538,"h":538},{"x":0,"y":0,"w":472,"h":538},{"x":13,"y":0,"w":269,"h":538},{"x":0,"y":0,"w":1179,"h":538}]},"media_results":{"result":{"media_key":"3_1980160722299428864"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980160732236042604","view_count":111282,"bookmark_count":338,"created_at":1760942082000,"favorite_count":619,"quote_count":11,"reply_count":59,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"is it just me or is this deepseek paper really…weird? like the flagship results are all about compression ratios and they’re gesturing at implications for LLM memory but… it’s an OCR model? are they suggesting that LLMs should ingest OCR embeddings of screenshots of old notes?? https://t.co/ptxkgANIeW","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":[0,35],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/K1b1H0cF2e","expanded_url":"https://x.com/willccbb/status/1980171105504796997/photo/1","id_str":"1980171100173512704","indices":[36,59],"media_key":"3_1980171100173512704","media_url_https":"https://pbs.twimg.com/media/G3r7H8xWMAALjRe.jpg","type":"photo","url":"https://t.co/K1b1H0cF2e","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"media_results":{"result":{"media_key":"3_1980171100173512704"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1979612933715120332","quoted_status_permalink":{"url":"https://t.co/ffbziAKUhK","expanded":"https://twitter.com/oprydai/status/1979612933715120332","display":"x.com/oprydai/status…"},"retweeted":false,"fact_check":null,"id":"1980171105504796997","view_count":69691,"bookmark_count":71,"created_at":1760944556000,"favorite_count":430,"quote_count":12,"reply_count":25,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1980171105504796997","full_text":"how an ai researcher sees the world https://t.co/K1b1H0cF2e","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":[0,28],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/xnTy8mMIVZ","expanded_url":"https://x.com/willccbb/status/1980331839320650227/photo/1","id_str":"1980331660991205376","indices":[29,52],"media_key":"3_1980331660991205376","media_url_https":"https://pbs.twimg.com/media/G3uNJ0bXEAAOK3F.jpg","type":"photo","url":"https://t.co/xnTy8mMIVZ","ext_media_availability":{"status":"Available"},"features":{"all":{"tags":[{"user_id":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","type":"user"},{"user_id":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","type":"user"}]},"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1534,"w":2048,"resize":"fit"},"medium":{"h":899,"w":1200,"resize":"fit"},"small":{"h":509,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1816,"width":2424,"focus_rects":[{"x":0,"y":459,"w":2424,"h":1357},{"x":0,"y":0,"w":1816,"h":1816},{"x":0,"y":0,"w":1593,"h":1816},{"x":90,"y":0,"w":908,"h":1816},{"x":0,"y":0,"w":2424,"h":1816}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980331660991205376"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":true,"fact_check":null,"id":"1980331839320650227","view_count":44093,"bookmark_count":111,"created_at":1760982877000,"favorite_count":369,"quote_count":3,"reply_count":23,"retweet_count":28,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"tinker 🤝 environments hub :) https://t.co/xnTy8mMIVZ","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":[0,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980364008894103577","view_count":25401,"bookmark_count":34,"created_at":1760990547000,"favorite_count":488,"quote_count":11,"reply_count":55,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"i did philosophy as a second major in college. was always a lot of fun going in circles all day about unanswerable questions","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":[17,178],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1298023616253005826","name":"Michael","screen_name":"michael_chomsky","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"michael_chomsky","lang":"en","retweeted":false,"fact_check":null,"id":"1980146381441667193","view_count":102,"bookmark_count":0,"created_at":1760938661000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@michael_chomsky ah by this i meant the rest of the code, not the docs\n\nthose files are the core objects + data routing, everything else is a utility/application that sits on top","in_reply_to_user_id_str":"1298023616253005826","in_reply_to_status_id_str":"1980144640859988449","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[23,46]}],"user_mentions":[{"id_str":"1381880899252285440","name":"Tushar Reddy","screen_name":"reddygtvs","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"reddygtvs","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980156468021416130","view_count":31,"bookmark_count":0,"created_at":1760941066000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980141115442684010","full_text":"@reddygtvs here ya go! https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1381880899252285440","in_reply_to_status_id_str":"1980155455818371369","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/deepseek-ai/De…","expanded_url":"https://github.com/deepseek-ai/DeepSeek-OCR/blob/main/DeepSeek_OCR_paper.pdf","url":"https://t.co/9vCMOVswGs","indices":[7,30]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980161113108144635","view_count":8984,"bookmark_count":17,"created_at":1760942173000,"favorite_count":32,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980160732236042604","full_text":"paper: https://t.co/9vCMOVswGs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980160732236042604","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1980085750910877950","view_count":11801,"bookmark_count":9,"created_at":1760924205000,"favorite_count":170,"quote_count":2,"reply_count":42,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"i think consciousness is obviously some kind of physical process that we don’t really understand, and i’m skeptical whether this process could occur on a GPU, but i can’t prove that\n\nbut there’s a very clear reason for LLMs to *seem* conscious, not one to *be* conscious","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085747928760693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[16,292],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"RagavanThurair","lang":"en","retweeted":false,"fact_check":null,"id":"1980107895225331793","view_count":7349,"bookmark_count":3,"created_at":1760929485000,"favorite_count":29,"quote_count":1,"reply_count":14,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"there are many that could work, but something like \"the capacity to have preferences/emotions/pleasure/pain\" i think is sufficient for this argument\n\nin humans this gives rise to survival instincts, caring for offspring, etc., and further downstream, language reflecting those feelings\n\nin LLMs we're starting from the language without necessarily needing the factors which led to it","in_reply_to_user_id_str":"1413775777","in_reply_to_status_id_str":"1980095667344142816","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"x.com/willccbb/statu…","expanded_url":"https://x.com/willccbb/status/1980107895225331793","url":"https://t.co/EfkwKoGWSX","indices":[7,30]}],"user_mentions":[{"id_str":"1157500176354828288","name":"tsvl","screen_name":"qsdnl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"qsdnl","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980107895225331793","quoted_status_permalink":{"url":"https://t.co/EfkwKoGWSX","expanded":"https://x.com/willccbb/status/1980107895225331793","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980109199016354088","view_count":3702,"bookmark_count":2,"created_at":1760929796000,"favorite_count":7,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@qsdnl https://t.co/EfkwKoGWSX","in_reply_to_user_id_str":"1157500176354828288","in_reply_to_status_id_str":"1980091422591398369","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/thinking-machi…","expanded_url":"https://github.com/thinking-machines-lab/tinker-cookbook/tree/main/tinker_cookbook/recipes/verifiers_rl","url":"https://t.co/21WefAEsRx","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980331872208187627","view_count":2088,"bookmark_count":1,"created_at":1760982885000,"favorite_count":16,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"https://t.co/21WefAEsRx","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980331839320650227","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1980367534156345831","view_count":794,"bookmark_count":0,"created_at":1760991388000,"favorite_count":15,"quote_count":2,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980364008894103577","full_text":"@noah_vandal metaphysics of ethics probably\n\nin what sense, if any, can “X is good” statements be true?\n\nthough consciousness stuff is up there too haha","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1980364525322006960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,297],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980358983258132537","view_count":757,"bookmark_count":1,"created_at":1760989349000,"favorite_count":5,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@khoomeik @leothecurious @eigenron @RagavanThurair i am using my own self-observed consciousness and my biological similarity to other humans as evidence that “humans are conscious” (and not p-zombies), and also arguing that humans generally are the way that they are because of selection pressure","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980358332700586448","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[51,330],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1228506265665462272","name":"Rohan Pandey","screen_name":"khoomeik","indices":[0,9]},{"id_str":"1816016743762124800","name":"davinci","screen_name":"leothecurious","indices":[10,24]},{"id_str":"847088079781478404","name":"eigenron","screen_name":"eigenron","indices":[25,34]},{"id_str":"1413775777","name":"Ragavan Thurairatnam","screen_name":"RagavanThurair","indices":[35,50]}]},"favorited":false,"in_reply_to_screen_name":"khoomeik","lang":"en","retweeted":false,"fact_check":null,"id":"1980357208916521057","view_count":530,"bookmark_count":2,"created_at":1760988926000,"favorite_count":5,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"consciousness is hard to define, yes, i don't think that defining it is actually that important for this argument though\n\ni'm just saying that it's reasonable to view mental states as downstream of selection pressures, and the selection pressures behind humans and LLMs are quite different\n\ni'm taking \"humans are conscious, for some definition of consciousness\" as an axiom","in_reply_to_user_id_str":"1228506265665462272","in_reply_to_status_id_str":"1980356309573877958","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,212],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"185659268","name":"Thomas Ahle","screen_name":"thomasahle","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"thomasahle","lang":"en","retweeted":false,"fact_check":null,"id":"1980145084420272173","view_count":404,"bookmark_count":0,"created_at":1760938352000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@thomasahle there's selection pressure to master the patterns language, which entails seeming conscious, but we wouldn't say that writing itself is conscious\n\nselection of consiousness in humans preceded language","in_reply_to_user_id_str":"185659268","in_reply_to_status_id_str":"1980144031146582120","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,192],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2956475266","name":"Klaus Schmid","screen_name":"1KlausSchmid","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"1KlausSchmid","lang":"en","retweeted":false,"fact_check":null,"id":"1980108571011629157","view_count":277,"bookmark_count":0,"created_at":1760929646000,"favorite_count":3,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"@1KlausSchmid i'm arguing that an external observer doesn't need to be able to distinguish present behavior if we know the causal histories of indistinguishable behaviors in different entities","in_reply_to_user_id_str":"2956475266","in_reply_to_status_id_str":"1980107804233900179","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[48,230],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1762237094271877121","name":"Mahesh Ram","screen_name":"MaheshRam23629","indices":[0,15]},{"id_str":"1891523745929732096","name":"Thinking Machines","screen_name":"thinkymachines","indices":[16,31]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[32,47]}]},"favorited":false,"in_reply_to_screen_name":"MaheshRam23629","lang":"en","retweeted":false,"fact_check":null,"id":"1980373848257380366","view_count":380,"bookmark_count":2,"created_at":1760992893000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980331839320650227","full_text":"@MaheshRam23629 @thinkymachines @PrimeIntellect can’t speak to tinker directly but these kinds of things generally benefit from having a smaller group people bang on them for a few weeks before telling the whole world to use it :)","in_reply_to_user_id_str":"1762237094271877121","in_reply_to_status_id_str":"1980365959924990349","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-22","value":655582,"startTime":1761004800000,"endTime":1761091200000,"tweets":[{"bookmarked":false,"display_text_range":[0,128],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980463567263736067","view_count":22128,"bookmark_count":7,"created_at":1761014284000,"favorite_count":146,"quote_count":4,"reply_count":15,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980463567263736067","full_text":"to everyone who disagreed with the consciousness tweet: Ok fine i agree with your argument it’s a really good argument nice work","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":[0,98],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1979694411392159757","quoted_status_permalink":{"url":"https://t.co/pjwv0NuWYL","expanded":"https://twitter.com/vladtheinflator/status/1979694411392159757","display":"x.com/vladtheinflato…"},"retweeted":false,"fact_check":null,"id":"1980469235387363454","view_count":435535,"bookmark_count":291,"created_at":1761015635000,"favorite_count":5029,"quote_count":14,"reply_count":103,"retweet_count":67,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"rent is dropping significantly in all of the top 10 cities as ranked by magnitude of rent decrease","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":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/uFBigWtNEf","expanded_url":"https://x.com/willccbb/status/1980470679255589329/photo/1","id_str":"1980470676117954560","indices":[20,43],"media_key":"3_1980470676117954560","media_url_https":"https://pbs.twimg.com/media/G3wLlkIWoAAZqK8.jpg","type":"photo","url":"https://t.co/uFBigWtNEf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":201,"w":300,"resize":"fit"},"medium":{"h":201,"w":300,"resize":"fit"},"small":{"h":201,"w":300,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":201,"width":300,"focus_rects":[{"x":0,"y":28,"w":300,"h":168},{"x":99,"y":0,"w":201,"h":201},{"x":114,"y":0,"w":176,"h":201},{"x":152,"y":0,"w":101,"h":201},{"x":0,"y":0,"w":300,"h":201}]},"media_results":{"result":{"media_key":"3_1980470676117954560"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1980308459368436093","quoted_status_permalink":{"url":"https://t.co/zMCcrTRmTm","expanded":"https://twitter.com/anthropicai/status/1980308459368436093","display":"x.com/anthropicai/st…"},"retweeted":false,"fact_check":null,"id":"1980470679255589329","view_count":4225,"bookmark_count":6,"created_at":1761015979000,"favorite_count":94,"quote_count":0,"reply_count":4,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980470679255589329","full_text":"finally. Wet Claude https://t.co/uFBigWtNEf","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":[0,122],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1975962608701174012","quoted_status_permalink":{"url":"https://t.co/BygCQa3CCT","expanded":"https://twitter.com/tacocohen/status/1975962608701174012","display":"x.com/tacocohen/stat…"},"retweeted":false,"fact_check":null,"id":"1980475766459756791","view_count":47395,"bookmark_count":73,"created_at":1761017192000,"favorite_count":292,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1980475766459756791","full_text":"imagine telling someone 15 years ago that you could get a phd from facebook but also that it isn’t called facebook anymore","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":[0,58],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/XLSr4bOObt","expanded_url":"https://x.com/willccbb/status/1980702865493774626/photo/1","id_str":"1980702861836079104","indices":[59,82],"media_key":"3_1980702861836079104","media_url_https":"https://pbs.twimg.com/media/G3zewjVW0AAmixj.jpg","type":"photo","url":"https://t.co/XLSr4bOObt","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":358,"w":384,"resize":"fit"},"medium":{"h":358,"w":384,"resize":"fit"},"small":{"h":358,"w":384,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":358,"width":384,"focus_rects":[{"x":0,"y":17,"w":384,"h":215},{"x":26,"y":0,"w":358,"h":358},{"x":70,"y":0,"w":314,"h":358},{"x":170,"y":0,"w":179,"h":358},{"x":0,"y":0,"w":384,"h":358}]},"media_results":{"result":{"media_key":"3_1980702861836079104"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980702865493774626","view_count":30276,"bookmark_count":5,"created_at":1761071337000,"favorite_count":574,"quote_count":11,"reply_count":37,"retweet_count":23,"user_id_str":"3064259332","conversation_id_str":"1980702865493774626","full_text":"BREAKING: Nintendo to release an all-new AI-powered bowser https://t.co/XLSr4bOObt","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980685602384441368","quoted_status_permalink":{"url":"https://t.co/UA1kEZwe6v","expanded":"https://twitter.com/OpenAI/status/1980685602384441368","display":"x.com/OpenAI/status/…"},"retweeted":false,"fact_check":null,"id":"1980712599085039822","view_count":62678,"bookmark_count":50,"created_at":1761073658000,"favorite_count":531,"quote_count":0,"reply_count":12,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1980712599085039822","full_text":"demoing vrbo in 2025 just to spite brian chesky for using qwen is wild","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1980727100324893144","quoted_status_permalink":{"url":"https://t.co/tY00HFiQIe","expanded":"https://twitter.com/primeintellect/status/1980727100324893144","display":"x.com/primeintellect…"},"retweeted":false,"fact_check":null,"id":"1980735394548445482","view_count":11017,"bookmark_count":19,"created_at":1761079093000,"favorite_count":129,"quote_count":0,"reply_count":5,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980735394548445482","full_text":"we’ve heard your requests. inference is now GA :)","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":[0,89],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/SQc93UYb4H","expanded_url":"https://x.com/willccbb/status/1980754782655848616/photo/1","id_str":"1980754761998630912","indices":[90,113],"media_key":"3_1980754761998630912","media_url_https":"https://pbs.twimg.com/media/G30N9igXgAA-W9o.jpg","type":"photo","url":"https://t.co/SQc93UYb4H","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":900,"w":1610,"resize":"fit"},"medium":{"h":671,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":900,"width":1610,"focus_rects":[{"x":0,"y":0,"w":1607,"h":900},{"x":0,"y":0,"w":900,"h":900},{"x":48,"y":0,"w":789,"h":900},{"x":217,"y":0,"w":450,"h":900},{"x":0,"y":0,"w":1610,"h":900}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1980754761998630912"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1980754782655848616","view_count":7948,"bookmark_count":21,"created_at":1761083715000,"favorite_count":179,"quote_count":0,"reply_count":2,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1980754782655848616","full_text":"excited to give the token non-technical talk at the pytorch ai infra summit in 20 mins :) https://t.co/SQc93UYb4H","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":[14,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1980469685524316527","view_count":14438,"bookmark_count":0,"created_at":1761015743000,"favorite_count":406,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@DanAdvantage rent, apparently","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1980469522042875950","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1643706106483466240","name":"Allison","screen_name":"alwaysallison","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"alwaysallison","lang":"en","retweeted":false,"fact_check":null,"id":"1980472401646546961","view_count":14130,"bookmark_count":1,"created_at":1761016390000,"favorite_count":448,"quote_count":0,"reply_count":1,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980469235387363454","full_text":"@alwaysallison site probably has a button where you can change the sort","in_reply_to_user_id_str":"1643706106483466240","in_reply_to_status_id_str":"1980472135257915394","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,24],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","quoted_status_id_str":"1980463567263736067","quoted_status_permalink":{"url":"https://t.co/kt0btjRrqy","expanded":"https://twitter.com/willccbb/status/1980463567263736067","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1980463893223993588","view_count":5508,"bookmark_count":4,"created_at":1761014362000,"favorite_count":32,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980085747928760693","full_text":"listening and learning 🙏","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1980085750910877950","is_quote_status":1,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,30],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"844885422803243008","name":"Johannes Hagemann","screen_name":"johannes_hage","indices":[0,14]},{"id_str":"1313209072460627976","name":"Grad","screen_name":"Grad62304977","indices":[15,28]}]},"favorited":false,"in_reply_to_screen_name":"johannes_hage","lang":"qme","retweeted":false,"fact_check":null,"id":"1980738691103621366","view_count":304,"bookmark_count":0,"created_at":1761079878000,"favorite_count":26,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980654684009558437","full_text":"@johannes_hage @Grad62304977 💀","in_reply_to_user_id_str":"844885422803243008","in_reply_to_status_id_str":"1980737796727009757","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-23","value":301538,"startTime":1761091200000,"endTime":1761177600000,"tweets":[{"bookmarked":false,"display_text_range":[0,200],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980893221661311477","view_count":244857,"bookmark_count":575,"created_at":1761116721000,"favorite_count":4005,"quote_count":21,"reply_count":73,"retweet_count":160,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"i’ve been significantly more productive since the whole ai thing really took off but it’s been like 10% using ai for stuff and 90% the whole “you have 2 years to escape the permanent underclass” thing","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":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1980884353451454528","view_count":9473,"bookmark_count":14,"created_at":1761114607000,"favorite_count":169,"quote_count":3,"reply_count":19,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1980884353451454528","full_text":"swedish companies are so good at coming up with a funny new word and having it be a category-defining thing. Lovable. Spotify. IKEA","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":[0,267],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[21,36]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1980759444247179594","quoted_status_permalink":{"url":"https://t.co/bCCB5MGbfB","expanded":"https://twitter.com/beyang/status/1980759444247179594","display":"x.com/beyang/status/…"},"retweeted":false,"fact_check":null,"id":"1980899620915142996","view_count":12192,"bookmark_count":8,"created_at":1761118247000,"favorite_count":120,"quote_count":0,"reply_count":6,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1980899620915142996","full_text":"the rumors are true. @primeintellect is indeed paying me to shill our releases such as the Environments Hub, Sandboxes, prime-rl, verifiers, inference, hosted evaluations, on-demand compute, and our exciting new Liquid Reserved Instances offering. hope you understand","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":[0,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981090713065705519","view_count":16542,"bookmark_count":24,"created_at":1761163807000,"favorite_count":465,"quote_count":4,"reply_count":22,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"once every few years, when you find a pair of good pants, it's important to get them in every color available that you'd actually wear. life is simpler this way","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":[0,44],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/CrrJpur3tF","expanded_url":"https://x.com/willccbb/status/1981096057233953152/photo/1","id_str":"1981096051562934272","indices":[45,68],"media_key":"3_1981096051562934272","media_url_https":"https://pbs.twimg.com/media/G35EXNNWcAAW0zS.jpg","type":"photo","url":"https://t.co/CrrJpur3tF","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":2048,"w":2048,"resize":"fit"},"medium":{"h":1200,"w":1200,"resize":"fit"},"small":{"h":680,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":2048,"focus_rects":[{"x":0,"y":901,"w":2048,"h":1147},{"x":0,"y":0,"w":2048,"h":2048},{"x":0,"y":0,"w":1796,"h":2048},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":2048,"h":2048}]},"media_results":{"result":{"media_key":"3_1981096051562934272"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981096057233953152","view_count":10812,"bookmark_count":12,"created_at":1761165081000,"favorite_count":283,"quote_count":0,"reply_count":12,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1981096057233953152","full_text":"thank you group-relative policy optimization https://t.co/CrrJpur3tF","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":[0,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/tl11wa8TCH","expanded_url":"https://x.com/willccbb/status/1981099689442422874/photo/1","id_str":"1981099683310170115","indices":[12,35],"media_key":"3_1981099683310170115","media_url_https":"https://pbs.twimg.com/media/G35HqmhXcAMoC7l.jpg","type":"photo","url":"https://t.co/tl11wa8TCH","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"medium":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]},"small":{"faces":[{"x":320,"y":339,"h":68,"w":68},{"x":313,"y":319,"h":119,"w":119}]},"orig":{"faces":[{"x":493,"y":521,"h":106,"w":106},{"x":482,"y":491,"h":183,"w":183}]}},"sizes":{"large":{"h":1045,"w":776,"resize":"fit"},"medium":{"h":1045,"w":776,"resize":"fit"},"small":{"h":680,"w":505,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1045,"width":776,"focus_rects":[{"x":0,"y":382,"w":776,"h":435},{"x":0,"y":211,"w":776,"h":776},{"x":0,"y":157,"w":776,"h":885},{"x":78,"y":0,"w":523,"h":1045},{"x":0,"y":0,"w":776,"h":1045}]},"media_results":{"result":{"media_key":"3_1981099683310170115"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981099689442422874","view_count":4827,"bookmark_count":2,"created_at":1761165947000,"favorite_count":89,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981099689442422874","full_text":"it’s 1:45pm https://t.co/tl11wa8TCH","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":[11,219],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1932814608257200131","name":"M.M.D","screen_name":"Medumedu5","indices":[0,10]}]},"favorited":false,"in_reply_to_screen_name":"Medumedu5","lang":"en","retweeted":false,"fact_check":null,"id":"1980906288373805083","view_count":2736,"bookmark_count":5,"created_at":1761119837000,"favorite_count":42,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1980893221661311477","full_text":"@Medumedu5 i’ve come around to thinking we’re all gonna be doing mostly the same stuff just more prompting and less clicking. solving agent micromanagement at a societal scale is a multi-decade problem, AGI or otherwise","in_reply_to_user_id_str":"1932814608257200131","in_reply_to_status_id_str":"1980905714140021086","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,182],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981091451162546566","view_count":99,"bookmark_count":0,"created_at":1761163983000,"favorite_count":2,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"for shirts you probably want a bit more variety, but stick to 1-2 brands where you know your sizing and fit. for daily socks, find a pair you like, get 30, throw away your other ones","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981090713065705519","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1506939331738419205","name":"anarki","screen_name":"basedanarki","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"basedanarki","lang":"en","retweeted":false,"fact_check":null,"id":"1981092024171581873","view_count":0,"bookmark_count":0,"created_at":1761164120000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981090713065705519","full_text":"@basedanarki gotta gatekeep these sorry","in_reply_to_user_id_str":"1506939331738419205","in_reply_to_status_id_str":"1981091885566611955","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-24","value":64312,"startTime":1761177600000,"endTime":1761264000000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981178647672398237","view_count":9051,"bookmark_count":2,"created_at":1761184772000,"favorite_count":92,"quote_count":2,"reply_count":18,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1981178647672398237","full_text":"italian contextrot who's building this","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":[0,141],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981257093014606248","view_count":6597,"bookmark_count":6,"created_at":1761203475000,"favorite_count":115,"quote_count":1,"reply_count":12,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981257093014606248","full_text":"yall mind if i merge some majorly breaking changes to fully overhaul the included verifiers trainer\n\nlong overdue, it's soooo much better now","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[37,52]}]},"favorited":false,"lang":"en","quoted_status_id_str":"1981023741799964800","quoted_status_permalink":{"url":"https://t.co/2iE8iadNCZ","expanded":"https://twitter.com/vincentweisser/status/1981023741799964800","display":"x.com/vincentweisser…"},"retweeted":false,"fact_check":null,"id":"1981408555921264868","view_count":23651,"bookmark_count":51,"created_at":1761239587000,"favorite_count":254,"quote_count":0,"reply_count":7,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1981408555921264868","full_text":"it’s been clear since i first joined @primeintellect that the team always is looking towards the future and building it \n\nfrom algorithms to aesthetics to infrastructure to products, we’re seeing our bets validated by others every day\n\nwe’re hiring + we’re not going anywhere","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":[0,73],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981410089165820213","view_count":1764,"bookmark_count":0,"created_at":1761239952000,"favorite_count":42,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981410089165820213","full_text":"the chess game gets a little more fun and a little more serious every day","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":[0,176],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"776585502606721024","name":"PyTorch","screen_name":"PyTorch","indices":[28,36]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445783351107584","indices":[177,200],"media_key":"3_1981445783351107584","media_url_https":"https://pbs.twimg.com/media/G3-CcRpWoAAyD_y.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1082,"w":1938,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1082,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1932,"h":1082},{"x":0,"y":0,"w":1082,"h":1082},{"x":0,"y":0,"w":949,"h":1082},{"x":68,"y":0,"w":541,"h":1082},{"x":0,"y":0,"w":1938,"h":1082}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445783351107584"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445828444135425","indices":[177,200],"media_key":"3_1981445828444135425","media_url_https":"https://pbs.twimg.com/media/G3-Ce5oXoAEdsRN.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":0,"w":1938,"h":1085},{"x":86,"y":0,"w":1086,"h":1086},{"x":153,"y":0,"w":953,"h":1086},{"x":358,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445828444135425"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981445879249678336","indices":[177,200],"media_key":"3_1981445879249678336","media_url_https":"https://pbs.twimg.com/media/G3-Ch25WsAA-WOr.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]},"medium":{"faces":[{"x":767,"y":217,"h":256,"w":256}]},"small":{"faces":[{"x":434,"y":123,"h":145,"w":145}]},"orig":{"faces":[{"x":1242,"y":352,"h":415,"w":415}]}},"sizes":{"large":{"h":1084,"w":1942,"resize":"fit"},"medium":{"h":670,"w":1200,"resize":"fit"},"small":{"h":380,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1084,"width":1942,"focus_rects":[{"x":0,"y":0,"w":1936,"h":1084},{"x":0,"y":0,"w":1084,"h":1084},{"x":0,"y":0,"w":951,"h":1084},{"x":0,"y":0,"w":542,"h":1084},{"x":0,"y":0,"w":1942,"h":1084}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981445879249678336"}}},{"display_url":"pic.x.com/GuLsMeqF7d","expanded_url":"https://x.com/willccbb/status/1981446291780751502/photo/1","id_str":"1981446168539205632","indices":[177,200],"media_key":"3_1981446168539205632","media_url_https":"https://pbs.twimg.com/media/G3-CyslWkAARvBH.jpg","type":"photo","url":"https://t.co/GuLsMeqF7d","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1086,"w":1938,"resize":"fit"},"medium":{"h":672,"w":1200,"resize":"fit"},"small":{"h":381,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1086,"width":1938,"focus_rects":[{"x":0,"y":1,"w":1938,"h":1085},{"x":852,"y":0,"w":1086,"h":1086},{"x":929,"y":0,"w":953,"h":1086},{"x":1134,"y":0,"w":543,"h":1086},{"x":0,"y":0,"w":1938,"h":1086}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1981446168539205632"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1981446291780751502","view_count":23249,"bookmark_count":96,"created_at":1761248584000,"favorite_count":239,"quote_count":1,"reply_count":9,"retweet_count":18,"user_id_str":"3064259332","conversation_id_str":"1981446291780751502","full_text":"some slides from my talk at @PyTorch conf earlier this week about the design choices of verifiers and how we've been building the flagship ecosystem for open RL environments :) https://t.co/GuLsMeqF7d","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-25","value":0,"startTime":1761264000000,"endTime":1761350400000,"tweets":[]},{"label":"2025-10-26","value":218502,"startTime":1761350400000,"endTime":1761436800000,"tweets":[{"bookmarked":false,"display_text_range":[0,84],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1981891401156886989","view_count":9059,"bookmark_count":11,"created_at":1761354706000,"favorite_count":89,"quote_count":0,"reply_count":9,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"anybody have hands-on experience with SWE-Bench Verified and wanna make a quick $5k?","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":[0,51],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982005488016626077","view_count":28852,"bookmark_count":5,"created_at":1761381906000,"favorite_count":113,"quote_count":2,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"remember when we all got stuck in that elevator lol","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":[0,27],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[21,27]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/IhOvZD33Na","expanded_url":"https://x.com/willccbb/status/1982011463771529456/photo/1","id_str":"1982011459384037376","indices":[28,51],"media_key":"3_1982011459384037376","media_url_https":"https://pbs.twimg.com/media/G4GE69FW0AA8vHv.jpg","type":"photo","url":"https://t.co/IhOvZD33Na","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"medium":{"faces":[{"x":354,"y":390,"h":52,"w":52}]},"small":{"faces":[{"x":204,"y":224,"h":29,"w":29}]},"orig":{"faces":[{"x":354,"y":390,"h":52,"w":52}]}},"sizes":{"large":{"h":698,"w":1179,"resize":"fit"},"medium":{"h":698,"w":1179,"resize":"fit"},"small":{"h":403,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":698,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":152,"y":0,"w":698,"h":698},{"x":195,"y":0,"w":612,"h":698},{"x":327,"y":0,"w":349,"h":698},{"x":0,"y":0,"w":1179,"h":698}]},"media_results":{"result":{"media_key":"3_1982011459384037376"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982011463771529456","view_count":20056,"bookmark_count":5,"created_at":1761383331000,"favorite_count":155,"quote_count":1,"reply_count":7,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1982011463771529456","full_text":"testing this guy out @tszzl https://t.co/IhOvZD33Na","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":[0,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/dPeYlPqRbK","expanded_url":"https://x.com/willccbb/status/1982013243003638095/photo/1","id_str":"1982013233591390208","indices":[46,69],"media_key":"3_1982013233591390208","media_url_https":"https://pbs.twimg.com/media/G4GGiOhWkAApw0T.jpg","type":"photo","url":"https://t.co/dPeYlPqRbK","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":428,"y":574,"h":160,"w":160}]},"medium":{"faces":[{"x":250,"y":336,"h":93,"w":93}]},"small":{"faces":[{"x":142,"y":190,"h":53,"w":53}]},"orig":{"faces":[{"x":428,"y":574,"h":160,"w":160}]}},"sizes":{"large":{"h":2048,"w":1152,"resize":"fit"},"medium":{"h":1200,"w":675,"resize":"fit"},"small":{"h":680,"w":383,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":2048,"width":1152,"focus_rects":[{"x":0,"y":343,"w":1152,"h":645},{"x":0,"y":89,"w":1152,"h":1152},{"x":0,"y":9,"w":1152,"h":1313},{"x":51,"y":0,"w":1024,"h":2048},{"x":0,"y":0,"w":1152,"h":2048}]},"media_results":{"result":{"media_key":"3_1982013233591390208"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1982005488016626077","quoted_status_permalink":{"url":"https://t.co/i0wd8NoYSs","expanded":"https://twitter.com/willccbb/status/1982005488016626077","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1982013243003638095","view_count":75623,"bookmark_count":8,"created_at":1761383755000,"favorite_count":237,"quote_count":1,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982013243003638095","full_text":"fire department came and busted open the door https://t.co/dPeYlPqRbK","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":[0,31],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1982171647676194917","view_count":7399,"bookmark_count":0,"created_at":1761421522000,"favorite_count":68,"quote_count":0,"reply_count":7,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1982171647676194917","full_text":"last night was a bottle episode","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":[0,1],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/bhZZyKdpsj","expanded_url":"https://x.com/willccbb/status/1982194611909972457/photo/1","id_str":"1982194606738477056","indices":[2,25],"media_key":"3_1982194606738477056","media_url_https":"https://pbs.twimg.com/media/G4IrfiJXkAAtEY6.jpg","type":"photo","url":"https://t.co/bhZZyKdpsj","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1888,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":749,"resize":"fit"},"small":{"h":680,"w":425,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1888,"width":1179,"focus_rects":[{"x":0,"y":849,"w":1179,"h":660},{"x":0,"y":590,"w":1179,"h":1179},{"x":0,"y":507,"w":1179,"h":1344},{"x":0,"y":0,"w":944,"h":1888},{"x":0,"y":0,"w":1179,"h":1888}]},"media_results":{"result":{"media_key":"3_1982194606738477056"}}}]},"favorited":false,"lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982194611909972457","view_count":21627,"bookmark_count":10,"created_at":1761426997000,"favorite_count":266,"quote_count":1,"reply_count":19,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982194611909972457","full_text":"💀 https://t.co/bhZZyKdpsj","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":[0,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1981904705879265537","view_count":215,"bookmark_count":0,"created_at":1761357878000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"closed for now but stay tuned for more things like this soon :)","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1981891401156886989","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,17],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"757396885086703616","name":"Sriraam","screen_name":"27upon2","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"27upon2","lang":"en","retweeted":false,"fact_check":null,"id":"1981899186380452272","view_count":141,"bookmark_count":0,"created_at":1761356562000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981891401156886989","full_text":"@27upon2 will DM!","in_reply_to_user_id_str":"757396885086703616","in_reply_to_status_id_str":"1981898395515048267","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[8,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"19248923","name":"Benjamin","screen_name":"bschne","indices":[0,7]},{"id_str":"1725378831849304064","name":"Hero Thousandfaces","screen_name":"1thousandfaces_","indices":[53,69]},{"id_str":"253350725","name":"Kylie Robison","screen_name":"kyliebytes","indices":[70,81]},{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[82,88]},{"id_str":"1635226953644146689","name":"tuxedo sam","screen_name":"NotTuxedoSam","indices":[89,102]}]},"favorited":false,"in_reply_to_screen_name":"bschne","lang":"en","retweeted":false,"fact_check":null,"id":"1982009309929365711","view_count":45323,"bookmark_count":6,"created_at":1761382818000,"favorite_count":88,"quote_count":3,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982005488016626077","full_text":"@bschne no i’m literally trapped in an elevator with @1thousandfaces_ @kyliebytes @tszzl @NotTuxedoSam and a few others","in_reply_to_user_id_str":"19248923","in_reply_to_status_id_str":"1982008462415691973","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,217],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"SamuelNellessen","lang":"en","retweeted":false,"fact_check":null,"id":"1982172603621028225","view_count":85,"bookmark_count":1,"created_at":1761421750000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect would definitely recommend trying the new RLTrainer on the main branch (to be released in 0.1.7 soon)!\n\nmuch simpler + better variable names + defaults should be more stable/performant","in_reply_to_user_id_str":"1049958073912238080","in_reply_to_status_id_str":"1982171808313798812","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[33,199],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1049958073912238080","name":"Samu ⏸️","screen_name":"SamuelNellessen","indices":[0,16]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[17,32]}]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982173136540893615","view_count":78,"bookmark_count":0,"created_at":1761421877000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982171805860176029","full_text":"@SamuelNellessen @PrimeIntellect it’s a more opinionated “GRPO-style” trainer (async CISPO, technically) that bakes in a lot of the findings our prime-rl experiments + from broader research community","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982172603621028225","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[24,142],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1155845384612093953","name":"Pritish Mishra","screen_name":"pritmish","indices":[0,9]},{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[10,23]}]},"favorited":false,"in_reply_to_screen_name":"pritmish","lang":"en","retweeted":false,"fact_check":null,"id":"1981937867401408921","view_count":640,"bookmark_count":0,"created_at":1761365784000,"favorite_count":7,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@pritmish @MangoSweet78 total number of rollouts is still 512 in each case, what's the diff? i'm taking bs = num_prompts x rollouts_per_prompt","in_reply_to_user_id_str":"1155845384612093953","in_reply_to_status_id_str":"1981936055642440063","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,46],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":true,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981930839614353847","view_count":8261,"bookmark_count":13,"created_at":1761364109000,"favorite_count":168,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 your batch size is way too small","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981922555498729574","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":true,"display_text_range":[14,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1799655362670247936","name":"Mango","screen_name":"MangoSweet78","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"MangoSweet78","lang":"en","retweeted":false,"fact_check":null,"id":"1981932582393762110","view_count":1143,"bookmark_count":13,"created_at":1761364524000,"favorite_count":28,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1981922555498729574","full_text":"@MangoSweet78 for easy tasks with dense rewards like reverse-text sure\n\n32 prompts x 16 rollouts is gonna be a better default in general\n\nwhat's with the ceiling at 0.9?","in_reply_to_user_id_str":"1799655362670247936","in_reply_to_status_id_str":"1981931078509040002","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-27","value":8466,"startTime":1761436800000,"endTime":1761523200000,"tweets":[{"bookmarked":false,"display_text_range":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1730791910594519383","quoted_status_permalink":{"url":"https://t.co/fhbkLFmsHo","expanded":"https://twitter.com/NotTuxedoSam/status/1730791910594519383","display":"x.com/NotTuxedoSam/s…"},"retweeted":false,"fact_check":null,"id":"1982266712910373341","view_count":5818,"bookmark_count":0,"created_at":1761444187000,"favorite_count":55,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982266712910373341","full_text":"real","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":[29,42],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]},{"id_str":"1837908701140996097","name":"tomie","screen_name":"tomieinlove","indices":[16,28]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/dUIsKz53Nz","expanded_url":"https://x.com/willccbb/status/1982243080741986525/photo/1","id_str":"1982243069748563968","indices":[43,66],"media_key":"3_1982243069748563968","media_url_https":"https://pbs.twimg.com/media/G4JXkc7X0AAtVVt.png","type":"photo","url":"https://t.co/dUIsKz53Nz","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":238,"w":770,"resize":"fit"},"medium":{"h":238,"w":770,"resize":"fit"},"small":{"h":210,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":238,"width":770,"focus_rects":[{"x":0,"y":0,"w":425,"h":238},{"x":15,"y":0,"w":238,"h":238},{"x":30,"y":0,"w":209,"h":238},{"x":75,"y":0,"w":119,"h":238},{"x":0,"y":0,"w":770,"h":238}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982243069748563968"}}}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982243080741986525","view_count":2648,"bookmark_count":0,"created_at":1761438553000,"favorite_count":45,"quote_count":0,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982206317058982066","full_text":"@tenderizzation @tomieinlove yeah, imagine https://t.co/dUIsKz53Nz","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1982207382491992482","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-28","value":84572,"startTime":1761523200000,"endTime":1761609600000,"tweets":[{"bookmarked":false,"display_text_range":[0,111],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982814744600871177","quoted_status_permalink":{"url":"https://t.co/kUQc0zuatx","expanded":"https://twitter.com/sidbing/status/1982814744600871177","display":"x.com/sidbing/status…"},"retweeted":false,"fact_check":null,"id":"1982905484962406700","view_count":10952,"bookmark_count":16,"created_at":1761596482000,"favorite_count":132,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"if me becoming a meme helps spread verifiers, i am all for it\n\nexcellent writeup walking through the library :)","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1982955947330081091","quoted_status_permalink":{"url":"https://t.co/3cXaLYL5oO","expanded":"https://twitter.com/PrimeIntellect/status/1982955947330081091","display":"x.com/PrimeIntellect…"},"retweeted":false,"fact_check":null,"id":"1982957045000351771","view_count":65461,"bookmark_count":274,"created_at":1761608775000,"favorite_count":406,"quote_count":6,"reply_count":15,"retweet_count":22,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"if you or a loved one is looking to learn about building environments and get a bag in the process, inquire within\n\nour bounty list is bigger and better than ever","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":[0,70],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[47,70]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982905486983999722","view_count":568,"bookmark_count":2,"created_at":1761596483000,"favorite_count":4,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982905484962406700","full_text":"check out the repo, star it, open issues etc \n\nhttps://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982905484962406700","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,77],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/4XgHYLVWvs","expanded_url":"https://x.com/willccbb/status/1982958124610027728/photo/1","id_str":"1982958073284272128","indices":[78,101],"media_key":"3_1982958073284272128","media_url_https":"https://pbs.twimg.com/media/G4Th3IqaIAAJxnW.jpg","type":"photo","url":"https://t.co/4XgHYLVWvs","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1048,"w":1810,"resize":"fit"},"medium":{"h":695,"w":1200,"resize":"fit"},"small":{"h":394,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1048,"width":1810,"focus_rects":[{"x":0,"y":34,"w":1810,"h":1014},{"x":762,"y":0,"w":1048,"h":1048},{"x":891,"y":0,"w":919,"h":1048},{"x":1286,"y":0,"w":524,"h":1048},{"x":0,"y":0,"w":1810,"h":1048}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1982958073284272128"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982958124610027728","view_count":4523,"bookmark_count":22,"created_at":1761609033000,"favorite_count":66,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"COMPANIES + ORGANIZATIONS:\n\nwe are also inviting you to join in on the fun :) https://t.co/4XgHYLVWvs","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982957045000351771","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[7,124],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1460283925","name":"roon","screen_name":"tszzl","indices":[0,6]}]},"favorited":false,"in_reply_to_screen_name":"tszzl","lang":"en","retweeted":false,"fact_check":null,"id":"1982937011939110926","view_count":3068,"bookmark_count":4,"created_at":1761603999000,"favorite_count":59,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982933368905064480","full_text":"@tszzl broad scientific consensus on a definition for \"superintelligence\" or a definition for \"safe\" is already a nonstarter","in_reply_to_user_id_str":"1460283925","in_reply_to_status_id_str":"1982933368905064480","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-29","value":110791,"startTime":1761609600000,"endTime":1761696000000,"tweets":[{"bookmarked":false,"display_text_range":[0,177],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"colf.dev","expanded_url":"http://colf.dev","url":"https://t.co/iNUGzbQWqg","indices":[38,61]}],"user_mentions":[{"id_str":"505835394","name":"eric zakariasson","screen_name":"ericzakariasson","indices":[18,34]}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977799469273434","view_count":8207,"bookmark_count":37,"created_at":1761613723000,"favorite_count":91,"quote_count":1,"reply_count":8,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"who wants to turn @ericzakariasson 's https://t.co/iNUGzbQWqg into an RL environment where you RL models to solve coding problems by prompting other models to do it for them lol","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[35,50]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983057347103891939","view_count":50522,"bookmark_count":264,"created_at":1761632689000,"favorite_count":672,"quote_count":3,"reply_count":15,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"i'm spearheading a new team within @primeintellect called Applied Research.\n\nwe span multiple efforts including verifiers, the Environments Hub, training + eval products, client engagements, and community growth. our job is to bring research infra to everybody. we're hiring.","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":[0,40],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983233494575952138","quoted_status_permalink":{"url":"https://t.co/pYgQHzPVH3","expanded":"https://twitter.com/1x_tech/status/1983233494575952138","display":"x.com/1x_tech/status…"},"retweeted":false,"fact_check":null,"id":"1983261631871340603","view_count":17587,"bookmark_count":6,"created_at":1761681394000,"favorite_count":238,"quote_count":0,"reply_count":15,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1983261631871340603","full_text":"ok but how well does it do on AIME 2025?","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":[0,261],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1982961402764763191","view_count":3644,"bookmark_count":22,"created_at":1761609814000,"favorite_count":90,"quote_count":0,"reply_count":6,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"IF YOU WANT TO WORK AT PRIME INTELLECT:\n\nthis is the easiest way to demonstrate your abilities, and we’ll pay you for your time\n\nwe’ve already hired a couple excellent people who contributed in the earlier iteration of the program, and we hope to hire many more","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982958124610027728","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[19,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"2322801560","name":"DadGPT","screen_name":"NickGideo","indices":[0,10]},{"id_str":"1333606579602599936","name":"terminally onλine εngineer","screen_name":"tekbog","indices":[11,18]}]},"favorited":false,"in_reply_to_screen_name":"NickGideo","lang":"en","retweeted":false,"fact_check":null,"id":"1982963847607792095","view_count":386,"bookmark_count":1,"created_at":1761610397000,"favorite_count":5,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@NickGideo @tekbog the \"Open Access\" has a bunch which should be somewhere in the afternoon-weekend project range :)","in_reply_to_user_id_str":"2322801560","in_reply_to_status_id_str":"1982963235683807521","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,119],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments","url":"https://t.co/UcVFGzZ1Yr","indices":[44,67]},{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[96,119]}],"user_mentions":[{"id_str":"1801038031849160704","name":"ZD1908","screen_name":"ZDi____","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"ZDi____","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982964636124373027","view_count":555,"bookmark_count":10,"created_at":1761610585000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982957045000351771","full_text":"@ZDi____ yep! hundreds of examples here :) \nhttps://t.co/UcVFGzZ1Yr\n\nlibrary for building them: https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"1801038031849160704","in_reply_to_status_id_str":"1982964218237239509","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[11,16],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1362445364205355015","name":"Noah Ziems","screen_name":"NoahZiems","indices":[0,10]}]},"favorited":true,"in_reply_to_screen_name":"NoahZiems","lang":"en","retweeted":false,"fact_check":null,"id":"1982980405411360917","view_count":2488,"bookmark_count":2,"created_at":1761614345000,"favorite_count":57,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982979224525844960","full_text":"@NoahZiems well,","in_reply_to_user_id_str":"1362445364205355015","in_reply_to_status_id_str":"1982979224525844960","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,42],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"docs.google.com/spreadsheets/d…","expanded_url":"https://docs.google.com/spreadsheets/d/13UDfRDjgIZXsMI2s9-Lmn8KSMMsgk2_zsfju6cx_pNU/edit?gid=650541192#gid=650541192","url":"https://t.co/LBNkD6R95v","indices":[19,42]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1982977879563804782","view_count":1501,"bookmark_count":6,"created_at":1761613743000,"favorite_count":6,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982977799469273434","full_text":"it's on the sheet 👇https://t.co/LBNkD6R95v","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1982977799469273434","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,274],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/46d9d060-5f48-4491-848f-bafbeb3a4325","url":"https://t.co/ELYsF23IOk","indices":[213,236]},{"display_url":"jobs.ashbyhq.com/PrimeIntellect…","expanded_url":"https://jobs.ashbyhq.com/PrimeIntellect/bbfe94a6-d1a8-47e9-86af-f117277cdacb","url":"https://t.co/26E83JokWj","indices":[251,274]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983057348693504228","view_count":13770,"bookmark_count":85,"created_at":1761632690000,"favorite_count":150,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"DM me with a link to a cool project of yours related to novel evals, RL environments, training experiments, research blogs, or domain-specific agents. \n\nwe also have some job postings with more info\n\nRL + Agents: https://t.co/ELYsF23IOk\nData + Evals: https://t.co/26E83JokWj","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057347103891939","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,278],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1983059116747796848","view_count":7852,"bookmark_count":33,"created_at":1761633111000,"favorite_count":99,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"the ideal candidate has all of:\n- experience with finetuning LLMs\n- experience building agents and/or evals\n- experience contributing to open-source projects\n- the ability to write and speak very well\n- familiarity with the AI research landscape\n- high taste\n- that dawg in them","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1983057348693504228","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,222],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"69588404","name":"Paul Roales","screen_name":"proales","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"proales","lang":"en","retweeted":false,"fact_check":null,"id":"1983070629239849205","view_count":1,"bookmark_count":0,"created_at":1761635856000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983057347103891939","full_text":"@proales we can make exceptional offers to killer candidates who really do excel in all dimensions\n\npeople with some-but-not-all of the list should absolutely apply if they feel that they’d thrive in a role with this focus","in_reply_to_user_id_str":"69588404","in_reply_to_status_id_str":"1983069134549332031","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,83],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"en","retweeted":false,"fact_check":null,"id":"1982968159050387863","view_count":943,"bookmark_count":1,"created_at":1761611425000,"favorite_count":22,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982967395523448937","full_text":"@Dorialexander the real continual learning is the web text we scraped along the way","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1982967395523448937","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,197],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1459964938781405192","name":"Noah Vandal","screen_name":"noah_vandal","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"noah_vandal","lang":"en","retweeted":false,"fact_check":null,"id":"1982960678605598814","view_count":2401,"bookmark_count":3,"created_at":1761609642000,"favorite_count":89,"quote_count":0,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1982959998595674148","full_text":"@noah_vandal we all got that precocious college-aged cousin or unemployed former roommate who could use a little focus from a structured project + wouldn’t mind making a couple grand in the process","in_reply_to_user_id_str":"1459964938781405192","in_reply_to_status_id_str":"1982959998595674148","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[21,21],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1427334810238869508","name":"Matej Sirovatka","screen_name":"m_sirovatka","indices":[0,12]},{"id_str":"1598433551422083074","name":"Amar Singh","screen_name":"AmarSVS","indices":[13,21]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SHnL8MXIUs","expanded_url":"https://x.com/willccbb/status/1983285182233997326/photo/1","ext_alt_text":"Sounds Good Doesnt Work GIF","id_str":"1983285176697532418","indices":[22,45],"media_key":"16_1983285176697532418","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G4YLXD1asAIR-Sg.jpg","type":"animated_gif","url":"https://t.co/SHnL8MXIUs","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":262,"w":480,"resize":"fit"},"medium":{"h":262,"w":480,"resize":"fit"},"small":{"h":262,"w":480,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":262,"width":480,"focus_rects":[]},"video_info":{"aspect_ratio":[240,131],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G4YLXD1asAIR-Sg.mp4"}]},"media_results":{"result":{"media_key":"16_1983285176697532418"}}}]},"favorited":false,"in_reply_to_screen_name":"m_sirovatka","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1983285182233997326","view_count":934,"bookmark_count":0,"created_at":1761687009000,"favorite_count":13,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983020871989243963","full_text":"@m_sirovatka @AmarSVS https://t.co/SHnL8MXIUs","in_reply_to_user_id_str":"1427334810238869508","in_reply_to_status_id_str":"1983046303220441186","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-30","value":82263,"startTime":1761696000000,"endTime":1761782400000,"tweets":[{"bookmarked":false,"display_text_range":[0,125],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1795764095041302529","name":"Sinatras","screen_name":"myainotez","indices":[39,49]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983598818206871961","view_count":6786,"bookmark_count":4,"created_at":1761761786000,"favorite_count":111,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1983598818206871961","full_text":"watching a super cool RL sim demo from @myainotez where a self-driving car just absolutely obliterates a bunch of pedestrians","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":[0,95],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1983631656570527777","view_count":15691,"bookmark_count":6,"created_at":1761769615000,"favorite_count":289,"quote_count":1,"reply_count":11,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1983631656570527777","full_text":"can’t believe we got cursor shipping their own model and beff shipping hardware on the same day","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":[72,78],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11704332","name":"weisser","screen_name":"julianweisser","indices":[0,14]},{"id_str":"1627694579339386880","name":"EDITH","screen_name":"Infopulsed","indices":[15,26]},{"id_str":"1252282064520519683","name":"Noémie","screen_name":"FedericoNoemie","indices":[27,42]},{"id_str":"171006834","name":"David J Phillips","screen_name":"davj","indices":[43,48]},{"id_str":"1909653948119896064","name":"Solo Founders","screen_name":"solofounding","indices":[49,62]},{"id_str":"785654626255110145","name":"ODF","screen_name":"joinodf","indices":[63,71]}]},"favorited":false,"in_reply_to_screen_name":"julianweisser","lang":"en","retweeted":false,"fact_check":null,"id":"1983366095227752724","view_count":32,"bookmark_count":0,"created_at":1761706300000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983214533490405814","full_text":"@julianweisser @Infopulsed @FedericoNoemie @davj @solofounding @joinodf me too","in_reply_to_user_id_str":"11704332","in_reply_to_status_id_str":"1983365814985339062","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[29,169],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]},{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[14,28]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1983652868059230718","view_count":2141,"bookmark_count":1,"created_at":1761774672000,"favorite_count":46,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@DanAdvantage @jakehalloran1 this particular chip isn't about numbers or speed or energy usage. it's about showing that the basic technology is viable in the first place","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1983651272038535284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,270],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1983592757093699628","view_count":57613,"bookmark_count":40,"created_at":1761760341000,"favorite_count":577,"quote_count":9,"reply_count":17,"retweet_count":19,"user_id_str":"3064259332","conversation_id_str":"1983584112418939153","full_text":"@jakehalloran1 got to see an IRL demo. it's real. it's a room temp chip with functional p-bits. it looks like the one in the video. long road ahead for scaling chips up to real-model sizes, but the primitives are sound, and the energy-efficiency would be a game changer.","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1983584112418939153","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-10-31","value":50704,"startTime":1761782400000,"endTime":1761868800000,"tweets":[{"bookmarked":false,"display_text_range":[0,45],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1983654586176213206","quoted_status_permalink":{"url":"https://t.co/r2kBNRGw6r","expanded":"https://twitter.com/dominik_scherm/status/1983654586176213206","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1983698258422804881","view_count":9494,"bookmark_count":18,"created_at":1761785494000,"favorite_count":98,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983698258422804881","full_text":"another much-requested feature is now live :)","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":[0,38],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ZBQnEUzQ3v","expanded_url":"https://x.com/willccbb/status/1984004760211718172/photo/1","id_str":"1984004758575968261","indices":[39,62],"media_key":"3_1984004758575968261","media_url_https":"https://pbs.twimg.com/media/G4iZ0POa8AUoVmy.jpg","type":"photo","url":"https://t.co/ZBQnEUzQ3v","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":498,"w":498,"resize":"fit"},"medium":{"h":498,"w":498,"resize":"fit"},"small":{"h":498,"w":498,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":498,"width":498,"focus_rects":[{"x":0,"y":0,"w":498,"h":279},{"x":0,"y":0,"w":498,"h":498},{"x":61,"y":0,"w":437,"h":498},{"x":162,"y":0,"w":249,"h":498},{"x":0,"y":0,"w":498,"h":498}]},"media_results":{"result":{"media_key":"3_1984004758575968261"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984004760211718172","view_count":15024,"bookmark_count":6,"created_at":1761858570000,"favorite_count":167,"quote_count":2,"reply_count":15,"retweet_count":10,"user_id_str":"3064259332","conversation_id_str":"1984004760211718172","full_text":"inside you there are small subnetworks https://t.co/ZBQnEUzQ3v","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":[13,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745892418539417600","name":"elie","screen_name":"eliebakouch","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"eliebakouch","lang":"en","retweeted":false,"fact_check":null,"id":"1983724444364501417","view_count":11588,"bookmark_count":10,"created_at":1761791738000,"favorite_count":151,"quote_count":0,"reply_count":7,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1983723240137879813","full_text":"@eliebakouch just to have the Research Scientist title i believe (everyone else is a Research Engineer)","in_reply_to_user_id_str":"1745892418539417600","in_reply_to_status_id_str":"1983723240137879813","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,82],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14810761","name":"Kenneth Auchenberg 🛠","screen_name":"auchenberg","indices":[0,11]},{"id_str":"12497","name":"Simon Willison","screen_name":"simonw","indices":[12,19]}]},"favorited":false,"in_reply_to_screen_name":"auchenberg","lang":"en","retweeted":false,"fact_check":null,"id":"1983952770559586424","view_count":14598,"bookmark_count":5,"created_at":1761846175000,"favorite_count":296,"quote_count":1,"reply_count":13,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1983901551048470974","full_text":"@auchenberg @simonw how shocking! i can't believe they didn't finetune llama 4 smh","in_reply_to_user_id_str":"14810761","in_reply_to_status_id_str":"1983901551048470974","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-01","value":149797,"startTime":1761868800000,"endTime":1761955200000,"tweets":[{"bookmarked":false,"display_text_range":[0,131],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984131733739204667","view_count":6499,"bookmark_count":2,"created_at":1761888843000,"favorite_count":118,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984131733739204667","full_text":"\"outdated test cases are failing from my new changes, pls fix\"\n\nI've reverted your changes, and the test cases are all passing now!","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":[0,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984317586889457945","view_count":18303,"bookmark_count":6,"created_at":1761933154000,"favorite_count":236,"quote_count":4,"reply_count":12,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1984317586889457945","full_text":"sticking w bf16, wouldn’t wanna make things too easy","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":[0,49],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984334720289947863","view_count":3856,"bookmark_count":1,"created_at":1761937239000,"favorite_count":31,"quote_count":1,"reply_count":13,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984334720289947863","full_text":"which tweets are you guys going as for halloween?","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":[0,266],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1802807821895118848","name":"Chakra Labs","screen_name":"chakra_ai","indices":[20,30]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984350520220454912","indices":[267,290],"media_key":"3_1984350520220454912","media_url_https":"https://pbs.twimg.com/media/G4nUSNuaEAAI8nE.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1273,"w":2048,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":423,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1474,"width":2372,"focus_rects":[{"x":0,"y":0,"w":2372,"h":1328},{"x":151,"y":0,"w":1474,"h":1474},{"x":242,"y":0,"w":1293,"h":1474},{"x":520,"y":0,"w":737,"h":1474},{"x":0,"y":0,"w":2372,"h":1474}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984350520220454912"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351152243425280","indices":[267,290],"media_key":"3_1984351152243425280","media_url_https":"https://pbs.twimg.com/media/G4nU3AMbQAA9jn4.png","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":616,"resize":"fit"},"medium":{"h":682,"w":616,"resize":"fit"},"small":{"h":680,"w":614,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":616,"focus_rects":[{"x":0,"y":83,"w":616,"h":345},{"x":0,"y":0,"w":616,"h":616},{"x":0,"y":0,"w":598,"h":682},{"x":0,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":616,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351152243425280"}}},{"display_url":"pic.x.com/o6d0pokxNY","expanded_url":"https://x.com/willccbb/status/1984351471568364008/photo/1","id_str":"1984351282241687553","indices":[267,290],"media_key":"3_1984351282241687553","media_url_https":"https://pbs.twimg.com/media/G4nU-kebUAEMcde.jpg","type":"photo","url":"https://t.co/o6d0pokxNY","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1670,"w":1564,"resize":"fit"},"medium":{"h":1200,"w":1124,"resize":"fit"},"small":{"h":680,"w":637,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1670,"width":1564,"focus_rects":[{"x":0,"y":20,"w":1564,"h":876},{"x":0,"y":0,"w":1564,"h":1564},{"x":0,"y":0,"w":1465,"h":1670},{"x":0,"y":0,"w":835,"h":1670},{"x":0,"y":0,"w":1564,"h":1670}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984351282241687553"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1984349299782942885","quoted_status_permalink":{"url":"https://t.co/ULgYHYz5s7","expanded":"https://twitter.com/chakra_ai/status/1984349299782942885","display":"x.com/chakra_ai/stat…"},"retweeted":false,"fact_check":null,"id":"1984351471568364008","view_count":12905,"bookmark_count":42,"created_at":1761941232000,"favorite_count":100,"quote_count":0,"reply_count":3,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984351471568364008","full_text":"excellent work from @chakra_ai on the Dojo suite, which integrates seamlessly with verifiers + Environments Hub\n\na full SDK for building real-world web applications as RL environments\n\nvery exciting to see the open environment ecosystem growing stronger every day :) https://t.co/o6d0pokxNY","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":[0,275],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984391374343643567","view_count":99441,"bookmark_count":107,"created_at":1761950746000,"favorite_count":542,"quote_count":5,"reply_count":27,"retweet_count":20,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"ok composer-1 is pretty nuts, and the code it writes is quite nice. probably my new daily driver for many things\n\nnot quite as galaxy-brain as codex, but it's SO fast that you can use it sync instead of async, and very quickly iterate on fixes. follows instructions very well","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":[31,39],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1044353516095979520","name":"Izzy","screen_name":"isidoremiller","indices":[0,14]},{"id_str":"1274287728167915522","name":"Prime Intellect","screen_name":"PrimeIntellect","indices":[15,30]}]},"favorited":false,"in_reply_to_screen_name":"isidoremiller","lang":"en","retweeted":false,"fact_check":null,"id":"1984407030678110628","view_count":706,"bookmark_count":0,"created_at":1761954479000,"favorite_count":5,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984398890381291972","full_text":"@isidoremiller @PrimeIntellect huge lfg","in_reply_to_user_id_str":"1044353516095979520","in_reply_to_status_id_str":"1984398890381291972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,179],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1984391917736788160","view_count":6912,"bookmark_count":5,"created_at":1761950876000,"favorite_count":126,"quote_count":1,"reply_count":7,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"this feels like a very compelling alternative to the \"15 claude codes all writing slop\" paradigm \n\ndon't try to program 10 things at once. program 1 thing, 10x faster, no waiting.","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1984391374343643567","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,50],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"403466275","name":"Michal Wolski","screen_name":"michalwols","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"michalwols","lang":"en","retweeted":false,"fact_check":null,"id":"1984393652215697790","view_count":927,"bookmark_count":0,"created_at":1761951289000,"favorite_count":8,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@michalwols gpt-oss-20b-codex-python would go hard","in_reply_to_user_id_str":"403466275","in_reply_to_status_id_str":"1984393151293837660","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,75],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"501390127","name":"Dan Advantage","screen_name":"DanAdvantage","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"DanAdvantage","lang":"en","retweeted":false,"fact_check":null,"id":"1984396116713226667","view_count":157,"bookmark_count":0,"created_at":1761951877000,"favorite_count":2,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@DanAdvantage feels like model-product co-design is where the magic happens","in_reply_to_user_id_str":"501390127","in_reply_to_status_id_str":"1984395492541743224","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[10,160],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1431095339327496192","name":"the yard dancer","screen_name":"PMinerka","indices":[0,9]}]},"favorited":false,"in_reply_to_screen_name":"PMinerka","lang":"en","retweeted":false,"fact_check":null,"id":"1984397677682212953","view_count":91,"bookmark_count":0,"created_at":1761952249000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984391374343643567","full_text":"@PMinerka switching cost for trying a new IDE is too high + i really really like cursor :/\n\ni will give windsurf a shot if cursor falls off, hasn’t happened yet","in_reply_to_user_id_str":"1431095339327496192","in_reply_to_status_id_str":"1984397394684100792","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-02","value":168937,"startTime":1761955200000,"endTime":1762041600000,"tweets":[{"bookmarked":false,"display_text_range":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1428510394960732161","name":"spor","screen_name":"sporadica","indices":[70,80]}]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984461749928816802","view_count":29327,"bookmark_count":2,"created_at":1761967525000,"favorite_count":75,"quote_count":2,"reply_count":3,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984461749928816802","full_text":"i hate sf halloween like what do you mean you’re “the outfit from the @sporadica tweet”","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":[0,53],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984480882393247787","quoted_status_permalink":{"url":"https://t.co/amPtMANppN","expanded":"https://twitter.com/1thousandfaces_/status/1984480882393247787","display":"x.com/1thousandfaces…"},"retweeted":false,"fact_check":null,"id":"1984482623415337448","view_count":49591,"bookmark_count":12,"created_at":1761972501000,"favorite_count":327,"quote_count":0,"reply_count":18,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984482623415337448","full_text":"what is stopping me from dressing like this every day","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":[0,273],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984735254645784600","view_count":39141,"bookmark_count":43,"created_at":1762032733000,"favorite_count":375,"quote_count":2,"reply_count":33,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1984735254645784600","full_text":"starting a model company now seems kinda like starting a car company. in the early days, it required insane amounts of R&D + risk. but now, we basically know how to build cars. put enough smart people in a room and let them hammer at it for a while and you’ll get a car","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":[0,262],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1984752063474253886","view_count":50191,"bookmark_count":44,"created_at":1762036741000,"favorite_count":398,"quote_count":12,"reply_count":39,"retweet_count":15,"user_id_str":"3064259332","conversation_id_str":"1984752063474253886","full_text":"registering a prediction that by this time next year, there will be at least 5 serious players in the west releasing great open models\n\nchinese models will still be great, but the gap will be small if not non-existent, and people will mostly use the western ones","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":[16,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"161585623","name":"tender","screen_name":"tenderizzation","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"tenderizzation","lang":"en","retweeted":false,"fact_check":null,"id":"1984744519410336012","view_count":687,"bookmark_count":0,"created_at":1762034942000,"favorite_count":17,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1984743342186643894","full_text":"@tenderizzation wouldn’t say that Nikola actually “built a car”","in_reply_to_user_id_str":"161585623","in_reply_to_status_id_str":"1984743342186643894","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-03","value":296686,"startTime":1762041600000,"endTime":1762128000000,"tweets":[{"bookmarked":false,"display_text_range":[0,46],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Wbl26WW4Kx","expanded_url":"https://x.com/willccbb/status/1984848929654182003/photo/1","id_str":"1984848627706314754","indices":[47,70],"media_key":"3_1984848627706314754","media_url_https":"https://pbs.twimg.com/media/G4uZT4tbQAIh4e3.jpg","type":"photo","url":"https://t.co/Wbl26WW4Kx","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":352,"w":1082,"resize":"fit"},"medium":{"h":352,"w":1082,"resize":"fit"},"small":{"h":221,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":352,"width":1082,"focus_rects":[{"x":0,"y":0,"w":629,"h":352},{"x":67,"y":0,"w":352,"h":352},{"x":89,"y":0,"w":309,"h":352},{"x":155,"y":0,"w":176,"h":352},{"x":0,"y":0,"w":1082,"h":352}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1984848627706314754"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1984848929654182003","view_count":39186,"bookmark_count":16,"created_at":1762059836000,"favorite_count":591,"quote_count":1,"reply_count":23,"retweet_count":6,"user_id_str":"3064259332","conversation_id_str":"1984848929654182003","full_text":"they started putting the 4o juice into codex 😭 https://t.co/Wbl26WW4Kx","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":[0,162],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1984465716888944712","quoted_status_permalink":{"url":"https://t.co/emsoGaaaZX","expanded":"https://twitter.com/thsottiaux/status/1984465716888944712","display":"x.com/thsottiaux/sta…"},"retweeted":false,"fact_check":null,"id":"1984884814185746892","view_count":233350,"bookmark_count":201,"created_at":1762068391000,"favorite_count":1410,"quote_count":10,"reply_count":39,"retweet_count":34,"user_id_str":"3064259332","conversation_id_str":"1984884814185746892","full_text":"TLDR: codex is so good that people kept trying to use it for harder tasks and it didn’t do those as well on those and then people just assumed the model got worse","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":[0,97],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1985085735486263798","view_count":17848,"bookmark_count":4,"created_at":1762116295000,"favorite_count":156,"quote_count":5,"reply_count":16,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985085735486263798","full_text":"unfortunately the things that make your RL runs go faster also will frequently make them go worse","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":[12,240],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1985071646148018651","view_count":5745,"bookmark_count":12,"created_at":1762112935000,"favorite_count":159,"quote_count":0,"reply_count":9,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"@redtachyon these are just totally different jobs though\n\nml/research roles are mostly about building models, ai engineering is about building things with models\n\nbuilding things with models is a very different job from frontend development","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1984984812608684237","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[20,295],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1546493742860877824","name":"CPUDOG","screen_name":"cpudog","indices":[0,7]},{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[8,19]}]},"favorited":false,"in_reply_to_screen_name":"cpudog","lang":"en","retweeted":false,"fact_check":null,"id":"1985087767194509329","view_count":557,"bookmark_count":6,"created_at":1762116779000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1984984812608684237","full_text":"suppose you recently changed a workflow’s model from sonnet to haiku following the 4.5 release because the cost/speed savings are too good to ignore and your internal evals for it looked comparable. most users are very happy with the increased usage limits you can now offer. however, a few users are complaining that performance is “worse” in some vague sense. you need to determine which situations are experiencing regressions by digging through user logs and clustering themes, update your eval suite to capture the regression (has user behavior changed qualitatively due to the higher speeds?), and then decide whether this can be addressed by harness/prompt tweaks for haiku, or whether it makes sense to route to sonnet for queries which risk that failure mode. \n\nis this backend engineering? is this ml research? i would say no to both, it’s ai engineering","in_reply_to_user_id_str":"1546493742860877824","in_reply_to_status_id_str":"1985085985802027391","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-04","value":138138,"startTime":1762128000000,"endTime":1762214400000,"tweets":[{"bookmarked":false,"display_text_range":[0,277],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381554299060224","indices":[278,301],"media_key":"3_1985381554299060224","media_url_https":"https://pbs.twimg.com/media/G41-AS-bwAALt-3.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":870,"w":1104,"resize":"fit"},"medium":{"h":870,"w":1104,"resize":"fit"},"small":{"h":536,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":870,"width":1104,"focus_rects":[{"x":0,"y":0,"w":1104,"h":618},{"x":0,"y":0,"w":870,"h":870},{"x":0,"y":0,"w":763,"h":870},{"x":86,"y":0,"w":435,"h":870},{"x":0,"y":0,"w":1104,"h":870}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381554299060224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381629494452224","indices":[278,301],"media_key":"3_1985381629494452224","media_url_https":"https://pbs.twimg.com/media/G41-ErGaYAAPG9X.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":854,"w":1128,"resize":"fit"},"medium":{"h":854,"w":1128,"resize":"fit"},"small":{"h":515,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":854,"width":1128,"focus_rects":[{"x":0,"y":222,"w":1128,"h":632},{"x":0,"y":0,"w":854,"h":854},{"x":0,"y":0,"w":749,"h":854},{"x":97,"y":0,"w":427,"h":854},{"x":0,"y":0,"w":1128,"h":854}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381629494452224"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985381811959287808","indices":[278,301],"media_key":"3_1985381811959287808","media_url_https":"https://pbs.twimg.com/media/G41-PS1a0AAAtcX.jpg","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":500,"w":1500,"resize":"fit"},"medium":{"h":400,"w":1200,"resize":"fit"},"small":{"h":227,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":500,"width":1500,"focus_rects":[{"x":304,"y":0,"w":893,"h":500},{"x":500,"y":0,"w":500,"h":500},{"x":531,"y":0,"w":439,"h":500},{"x":625,"y":0,"w":250,"h":500},{"x":0,"y":0,"w":1500,"h":500}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985381811959287808"}}},{"display_url":"pic.x.com/wqMz3UXKTy","expanded_url":"https://x.com/willccbb/status/1985382542573502849/photo/1","id_str":"1985382390693552128","indices":[278,301],"media_key":"3_1985382390693552128","media_url_https":"https://pbs.twimg.com/media/G41-w-ya4AAudIL.png","type":"photo","url":"https://t.co/wqMz3UXKTy","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":810,"w":774,"resize":"fit"},"medium":{"h":810,"w":774,"resize":"fit"},"small":{"h":680,"w":650,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":810,"width":774,"focus_rects":[{"x":0,"y":377,"w":774,"h":433},{"x":0,"y":36,"w":774,"h":774},{"x":0,"y":0,"w":711,"h":810},{"x":0,"y":0,"w":405,"h":810},{"x":0,"y":0,"w":774,"h":810}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985382390693552128"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985382542573502849","view_count":41018,"bookmark_count":102,"created_at":1762187059000,"favorite_count":201,"quote_count":4,"reply_count":10,"retweet_count":13,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"creating an environment with verifiers is as simple as writing a load_environment function and filling out a pyproject.toml, both of which are initialized for you when you do `prime env init`\n\nenvironments are packages, and can be used with prime-rl, skyrl, tinker, and more :) https://t.co/wqMz3UXKTy","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":[0,29],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1985396496007823429","quoted_status_permalink":{"url":"https://t.co/qWOxvekF5s","expanded":"https://twitter.com/johannes_hage/status/1985396496007823429","display":"x.com/johannes_hage/…"},"retweeted":false,"fact_check":null,"id":"1985399193394168057","view_count":69214,"bookmark_count":8,"created_at":1762191029000,"favorite_count":174,"quote_count":7,"reply_count":14,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"exceptionally large month tbh","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":[0,88],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985444570994245747","quoted_status_permalink":{"url":"https://t.co/b3CpU5r80u","expanded":"https://twitter.com/dominik_scherm/status/1985444570994245747","display":"x.com/dominik_scherm…"},"retweeted":false,"fact_check":null,"id":"1985448277278671016","view_count":14527,"bookmark_count":32,"created_at":1762202731000,"favorite_count":123,"quote_count":2,"reply_count":9,"retweet_count":8,"user_id_str":"3064259332","conversation_id_str":"1985448277278671016","full_text":"the Environments Hub is also a full-service evals platform :)\n\nare you seeing the vision","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":[0,4],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985410091517165582","quoted_status_permalink":{"url":"https://t.co/1Bogj12z9Q","expanded":"https://twitter.com/k7agar/status/1985410091517165582","display":"x.com/k7agar/status/…"},"retweeted":false,"fact_check":null,"id":"1985441105455038598","view_count":4025,"bookmark_count":1,"created_at":1762201021000,"favorite_count":25,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985441105455038598","full_text":"same","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":[13,52],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1770653174753337344","name":"ein","screen_name":"stylishdawg","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"stylishdawg","lang":"en","retweeted":false,"fact_check":null,"id":"1985190450127610027","view_count":907,"bookmark_count":0,"created_at":1762141261000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985139953584505019","full_text":"@stylishdawg lotta google PMs at that subway station","in_reply_to_user_id_str":"1770653174753337344","in_reply_to_status_id_str":"1985139953584505019","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,108],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1722447577","name":"agusti","screen_name":"bleuonbase","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"bleuonbase","lang":"en","retweeted":false,"fact_check":null,"id":"1985438285989364124","view_count":44,"bookmark_count":0,"created_at":1762200349000,"favorite_count":1,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@bleuonbase check out wiki-search for basic tool call agents, math-python for code execution in a sandbox :)","in_reply_to_user_id_str":"1722447577","in_reply_to_status_id_str":"1985437940563038211","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985383252069401061","view_count":2729,"bookmark_count":9,"created_at":1762187228000,"favorite_count":25,"quote_count":1,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1985382542573502849","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,55],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14730936","name":"Jacques","screen_name":"JacquesThibs","indices":[0,13]}]},"favorited":false,"in_reply_to_screen_name":"JacquesThibs","lang":"en","retweeted":false,"fact_check":null,"id":"1985387218056413652","view_count":280,"bookmark_count":0,"created_at":1762188174000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@JacquesThibs amazing!! love what pufferlib is doing :)","in_reply_to_user_id_str":"14730936","in_reply_to_status_id_str":"1985387021410713693","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,69],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"verifiers.readthedocs.io","expanded_url":"https://verifiers.readthedocs.io","url":"https://t.co/H5CxHjrWTM","indices":[46,69]}],"user_mentions":[{"id_str":"961705824296034304","name":"Herbie Bradley","screen_name":"herbiebradley","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"herbiebradley","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985384620402360567","view_count":241,"bookmark_count":1,"created_at":1762187554000,"favorite_count":3,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985382542573502849","full_text":"@herbiebradley lots of tips in the docs here! https://t.co/H5CxHjrWTM","in_reply_to_user_id_str":"961705824296034304","in_reply_to_status_id_str":"1985384364461470065","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[6,7],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"33521530","name":"swyx","screen_name":"swyx","indices":[0,5]}]},"favorited":false,"in_reply_to_screen_name":"swyx","lang":"qme","retweeted":false,"fact_check":null,"id":"1985492500258406605","view_count":501,"bookmark_count":0,"created_at":1762213275000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985492315381563626","full_text":"@swyx 😭","in_reply_to_user_id_str":"33521530","in_reply_to_status_id_str":"1985492315381563626","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[14,14],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"13220072","name":"Tommy Collison","screen_name":"tommycollison","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/OeKS6ArLiD","expanded_url":"https://x.com/willccbb/status/1985439231809036431/photo/1","ext_alt_text":"Future Hive GIF","id_str":"1985439226213883904","indices":[15,38],"media_key":"16_1985439226213883904","media_url_https":"https://pbs.twimg.com/tweet_video_thumb/G42ydPma4AAm0ma.jpg","type":"animated_gif","url":"https://t.co/OeKS6ArLiD","ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":202,"w":360,"resize":"fit"},"medium":{"h":202,"w":360,"resize":"fit"},"small":{"h":202,"w":360,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":202,"width":360,"focus_rects":[]},"video_info":{"aspect_ratio":[180,101],"variants":[{"bitrate":0,"content_type":"video/mp4","url":"https://video.twimg.com/tweet_video/G42ydPma4AAm0ma.mp4"}]},"media_results":{"result":{"media_key":"16_1985439226213883904"}}}]},"favorited":false,"in_reply_to_screen_name":"tommycollison","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985439231809036431","view_count":1499,"bookmark_count":0,"created_at":1762200575000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985405836638982285","full_text":"@tommycollison https://t.co/OeKS6ArLiD","in_reply_to_user_id_str":"13220072","in_reply_to_status_id_str":"1985405836638982285","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,26],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1785511155156561920","name":"💺","screen_name":"patience_cave","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"patience_cave","lang":"en","retweeted":false,"fact_check":null,"id":"1985405436988895682","view_count":3153,"bookmark_count":0,"created_at":1762192517000,"favorite_count":12,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985399193394168057","full_text":"@patience_cave no sorry :(","in_reply_to_user_id_str":"1785511155156561920","in_reply_to_status_id_str":"1985405309293383885","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-05","value":19626,"startTime":1762214400000,"endTime":1762300800000,"tweets":[{"bookmarked":false,"display_text_range":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/ym5eBEjOoc","expanded_url":"https://x.com/willccbb/status/1985633866418381285/photo/1","id_str":"1985633858738679808","indices":[0,23],"media_key":"3_1985633858738679808","media_url_https":"https://pbs.twimg.com/media/G45jeWQbcAAYg2x.jpg","type":"photo","url":"https://t.co/ym5eBEjOoc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]},"medium":{"faces":[{"x":826,"y":59,"h":45,"w":45},{"x":314,"y":1054,"h":84,"w":84}]},"small":{"faces":[{"x":468,"y":33,"h":25,"w":25},{"x":178,"y":597,"h":48,"w":48}]},"orig":{"faces":[{"x":914,"y":66,"h":50,"w":50},{"x":348,"y":1166,"h":94,"w":94}]}},"sizes":{"large":{"h":1327,"w":1179,"resize":"fit"},"medium":{"h":1200,"w":1066,"resize":"fit"},"small":{"h":680,"w":604,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1327,"width":1179,"focus_rects":[{"x":0,"y":667,"w":1179,"h":660},{"x":0,"y":148,"w":1179,"h":1179},{"x":0,"y":0,"w":1164,"h":1327},{"x":0,"y":0,"w":664,"h":1327},{"x":0,"y":0,"w":1179,"h":1327}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985633858738679808"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985633866418381285","view_count":6408,"bookmark_count":2,"created_at":1762246979000,"favorite_count":57,"quote_count":4,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985633866418381285","full_text":"https://t.co/ym5eBEjOoc","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":[0,118],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1985804827063210244","quoted_status_permalink":{"url":"https://t.co/Ws7dolJxk5","expanded":"https://twitter.com/GregKamradt/status/1985804827063210244","display":"x.com/GregKamradt/st…"},"retweeted":false,"fact_check":null,"id":"1985808157101502844","view_count":13068,"bookmark_count":10,"created_at":1762288533000,"favorite_count":108,"quote_count":0,"reply_count":2,"retweet_count":5,"user_id_str":"3064259332","conversation_id_str":"1985808157101502844","full_text":"incredibly excited to support ARC-AGI-3 and ARC Prize's mission of driving progress through verified frontier evals :)","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":[9,144],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"14719154","name":"oso","screen_name":"osoleve","indices":[0,8]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/SAs1xRcKW7","expanded_url":"https://x.com/willccbb/status/1985831621782872507/photo/1","id_str":"1985831618133835776","indices":[145,168],"media_key":"3_1985831618133835776","media_url_https":"https://pbs.twimg.com/media/G48XVdabQAATgVN.jpg","type":"photo","url":"https://t.co/SAs1xRcKW7","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"medium":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]},"small":{"faces":[{"x":192,"y":85,"h":37,"w":37},{"x":191,"y":225,"h":37,"w":37}]},"orig":{"faces":[{"x":242,"y":107,"h":47,"w":47},{"x":241,"y":283,"h":47,"w":47}]}},"sizes":{"large":{"h":430,"w":855,"resize":"fit"},"medium":{"h":430,"w":855,"resize":"fit"},"small":{"h":342,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":855,"focus_rects":[{"x":0,"y":0,"w":768,"h":430},{"x":0,"y":0,"w":430,"h":430},{"x":4,"y":0,"w":377,"h":430},{"x":85,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":855,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985831618133835776"}}}]},"favorited":true,"in_reply_to_screen_name":"osoleve","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985831621782872507","view_count":150,"bookmark_count":0,"created_at":1762294128000,"favorite_count":4,"quote_count":0,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1985826253866459544","full_text":"@osoleve yep! can just add more to the config (name for disambiguation if source is the same, e.g multiple splits)\n\nuses EnvGroup under the hood https://t.co/SAs1xRcKW7","in_reply_to_user_id_str":"14719154","in_reply_to_status_id_str":"1985826253866459544","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-06","value":18500,"startTime":1762300800000,"endTime":1762387200000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918213419646978","indices":[68,91],"media_key":"3_1985918213419646978","media_url_https":"https://pbs.twimg.com/media/G49mF9_bQAIDbAQ.png","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":362,"w":584,"resize":"fit"},"medium":{"h":362,"w":584,"resize":"fit"},"small":{"h":362,"w":584,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":362,"width":584,"focus_rects":[{"x":0,"y":35,"w":584,"h":327},{"x":222,"y":0,"w":362,"h":362},{"x":266,"y":0,"w":318,"h":362},{"x":391,"y":0,"w":181,"h":362},{"x":0,"y":0,"w":584,"h":362}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918213419646978"}}},{"display_url":"pic.x.com/a3MlRJGepc","expanded_url":"https://x.com/willccbb/status/1985918440633401831/photo/1","id_str":"1985918341819908097","indices":[68,91],"media_key":"3_1985918341819908097","media_url_https":"https://pbs.twimg.com/media/G49mNcUbwAEjpX8.jpg","type":"photo","url":"https://t.co/a3MlRJGepc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":694,"w":1318,"resize":"fit"},"medium":{"h":632,"w":1200,"resize":"fit"},"small":{"h":358,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":694,"width":1318,"focus_rects":[{"x":40,"y":0,"w":1239,"h":694},{"x":312,"y":0,"w":694,"h":694},{"x":355,"y":0,"w":609,"h":694},{"x":486,"y":0,"w":347,"h":694},{"x":0,"y":0,"w":1318,"h":694}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985918341819908097"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985918440633401831","view_count":6568,"bookmark_count":11,"created_at":1762314827000,"favorite_count":87,"quote_count":0,"reply_count":7,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"kinda nuts what you can do in 24 hours on 2x rtx pro 6000 blackwell https://t.co/a3MlRJGepc","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":[0,6],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986093913455968387","quoted_status_permalink":{"url":"https://t.co/QfsIQRq0Qk","expanded":"https://twitter.com/jyangballin/status/1986093913455968387","display":"x.com/jyangballin/st…"},"retweeted":false,"fact_check":null,"id":"1986146577648632225","view_count":7037,"bookmark_count":6,"created_at":1762369219000,"favorite_count":31,"quote_count":0,"reply_count":0,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986146577648632225","full_text":"nice 👍","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":[0,10],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/yE5YWsD0b5","expanded_url":"https://x.com/willccbb/status/1986217495586590731/photo/1","id_str":"1986217472123719680","indices":[11,34],"media_key":"3_1986217472123719680","media_url_https":"https://pbs.twimg.com/media/G5B2RHib0AAxwoW.jpg","type":"photo","url":"https://t.co/yE5YWsD0b5","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":166,"y":310,"h":502,"w":502}]},"medium":{"faces":[{"x":129,"y":242,"h":392,"w":392}]},"small":{"faces":[{"x":73,"y":137,"h":222,"w":222}]},"orig":{"faces":[{"x":166,"y":310,"h":502,"w":502}]}},"sizes":{"large":{"h":1536,"w":1024,"resize":"fit"},"medium":{"h":1200,"w":800,"resize":"fit"},"small":{"h":680,"w":453,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1536,"width":1024,"focus_rects":[{"x":0,"y":0,"w":1024,"h":573},{"x":0,"y":0,"w":1024,"h":1024},{"x":0,"y":0,"w":1024,"h":1167},{"x":256,"y":0,"w":768,"h":1536},{"x":0,"y":0,"w":1024,"h":1536}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986217472123719680"}}}]},"favorited":false,"lang":"tl","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986217495586590731","view_count":3800,"bookmark_count":2,"created_at":1762386127000,"favorite_count":90,"quote_count":0,"reply_count":5,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986217495586590731","full_text":"Frida Kalo https://t.co/yE5YWsD0b5","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":[13,45],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"app.primeintellect.ai/dashboard/envi…","expanded_url":"https://app.primeintellect.ai/dashboard/environments/will/wiki-search","url":"https://t.co/2eJBHbQ3vz","indices":[22,45]}],"user_mentions":[{"id_str":"876014904016199680","name":"snow","screen_name":"snowclipsed","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/a4T3KH5Lom","expanded_url":"https://x.com/willccbb/status/1985920648502526247/photo/1","id_str":"1985920557666406401","indices":[46,69],"media_key":"3_1985920557666406401","media_url_https":"https://pbs.twimg.com/media/G49oOa_aEAEP6Q5.jpg","type":"photo","url":"https://t.co/a4T3KH5Lom","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1802,"w":1988,"resize":"fit"},"medium":{"h":1088,"w":1200,"resize":"fit"},"small":{"h":616,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1802,"width":1988,"focus_rects":[{"x":0,"y":388,"w":1988,"h":1113},{"x":0,"y":0,"w":1802,"h":1802},{"x":0,"y":0,"w":1581,"h":1802},{"x":0,"y":0,"w":901,"h":1802},{"x":0,"y":0,"w":1988,"h":1802}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1985920557666406401"}}}]},"favorited":false,"in_reply_to_screen_name":"snowclipsed","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1985920648502526247","view_count":14,"bookmark_count":0,"created_at":1762315353000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1985918440633401831","full_text":"@snowclipsed this guy https://t.co/2eJBHbQ3vz https://t.co/a4T3KH5Lom","in_reply_to_user_id_str":"876014904016199680","in_reply_to_status_id_str":"1985920309623390625","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,285],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"410212936","name":"Ariel","screen_name":"redtachyon","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"redtachyon","lang":"en","retweeted":false,"fact_check":null,"id":"1986187332433985913","view_count":1081,"bookmark_count":3,"created_at":1762378936000,"favorite_count":25,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986177621357691263","full_text":"great post\n\ni think a big part of the framework/library frustration is that there's no universal user, everyone is going to have different opinions on what they want to be able to modify vs what they want abstracted away\n\nRL has a million footguns which come into effect at different task complexities and for different audiences. abstractions allow you to smooth these out, and more generally streamline the developer experience for particular usage patterns, at the cost of limiting flexibility for breaking outside of those patterns\n\nIMO the job of designing a library is to decide who your target user is, understand what things they care about and what things they don't, and create opinionated abstractions designed to do the in-scope things as simply as possible while fighting off scope-creep\n\nit's essentially impossible to have a toolkit which gives everyone everything they might want out of the box without becoming a bloated, unhackable mess. can't please everybody","in_reply_to_user_id_str":"410212936","in_reply_to_status_id_str":"1986177621357691263","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-07","value":116661,"startTime":1762387200000,"endTime":1762473600000,"tweets":[{"bookmarked":false,"display_text_range":[0,19],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/AMcMjcKCnc","expanded_url":"https://x.com/willccbb/status/1986501760958275833/photo/1","id_str":"1986501758076788740","indices":[20,43],"media_key":"3_1986501758076788740","media_url_https":"https://pbs.twimg.com/media/G5F40vPbIAQ_amU.jpg","type":"photo","url":"https://t.co/AMcMjcKCnc","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"medium":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"small":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]},"orig":{"faces":[{"x":109,"y":450,"h":53,"w":53},{"x":353,"y":2,"h":157,"w":157}]}},"sizes":{"large":{"h":640,"w":572,"resize":"fit"},"medium":{"h":640,"w":572,"resize":"fit"},"small":{"h":640,"w":572,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":640,"width":572,"focus_rects":[{"x":0,"y":0,"w":572,"h":320},{"x":0,"y":0,"w":572,"h":572},{"x":11,"y":0,"w":561,"h":640},{"x":252,"y":0,"w":320,"h":640},{"x":0,"y":0,"w":572,"h":640}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986501758076788740"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986501760958275833","view_count":92510,"bookmark_count":39,"created_at":1762453901000,"favorite_count":443,"quote_count":0,"reply_count":10,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1986501760958275833","full_text":"BRONZE LETS GOOOOOO https://t.co/AMcMjcKCnc","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":[0,87],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1986506458964599151","view_count":11756,"bookmark_count":6,"created_at":1762455021000,"favorite_count":206,"quote_count":0,"reply_count":15,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1986506458964599151","full_text":"it's a bittersweet day. the hacker house era is coming to an end. we got a real office.","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":[0,56],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1745106082790318080","name":"SemiAnalysis","screen_name":"SemiAnalysis_","indices":[17,31]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/654caQ0P0S","expanded_url":"https://x.com/willccbb/status/1986530576904667466/photo/1","id_str":"1986530573679271939","indices":[57,80],"media_key":"3_1986530573679271939","media_url_https":"https://pbs.twimg.com/media/G5GTCBubIAM-VB5.jpg","type":"photo","url":"https://t.co/654caQ0P0S","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":430,"w":1888,"resize":"fit"},"medium":{"h":273,"w":1200,"resize":"fit"},"small":{"h":155,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":430,"width":1888,"focus_rects":[{"x":560,"y":0,"w":768,"h":430},{"x":729,"y":0,"w":430,"h":430},{"x":756,"y":0,"w":377,"h":430},{"x":837,"y":0,"w":215,"h":430},{"x":0,"y":0,"w":1888,"h":430}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986530573679271939"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986480880236569000","quoted_status_permalink":{"url":"https://t.co/gwqKBVQLk5","expanded":"https://twitter.com/semianalysis_/status/1986480880236569000","display":"x.com/semianalysis_/…"},"retweeted":false,"fact_check":null,"id":"1986530576904667466","view_count":11893,"bookmark_count":7,"created_at":1762460772000,"favorite_count":85,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986530576904667466","full_text":"proud to support @SemiAnalysis_’s benchmarking efforts 🙏 https://t.co/654caQ0P0S","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":[16,59],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1299856802268377090","name":"Ben (no treats)","screen_name":"andersonbcdefg","indices":[0,15]}]},"favorited":false,"in_reply_to_screen_name":"andersonbcdefg","lang":"en","retweeted":false,"fact_check":null,"id":"1986249812908679268","view_count":502,"bookmark_count":0,"created_at":1762393832000,"favorite_count":20,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986239626022166962","full_text":"@andersonbcdefg towards intelligence too expensive to meter","in_reply_to_user_id_str":"1299856802268377090","in_reply_to_status_id_str":"1986239626022166962","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-08","value":41281,"startTime":1762473600000,"endTime":1762560000000,"tweets":[{"bookmarked":false,"display_text_range":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7fEtPwW15t","expanded_url":"https://x.com/willccbb/status/1986939612955353547/video/1","id_str":"1986938961902903297","indices":[280,303],"media_key":"13_1986938961902903297","media_url_https":"https://pbs.twimg.com/amplify_video_thumb/1986938961902903297/img/WmjlqtvNXTeLL8cQ.jpg","type":"video","url":"https://t.co/7fEtPwW15t","additional_media_info":{"monetizable":false},"ext_media_availability":{"status":"Available"},"sizes":{"large":{"h":720,"w":1108,"resize":"fit"},"medium":{"h":720,"w":1108,"resize":"fit"},"small":{"h":442,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":720,"width":1108,"focus_rects":[]},"allow_download_status":{"allow_download":true},"video_info":{"aspect_ratio":[277,180],"duration_millis":616061,"variants":[{"content_type":"application/x-mpegURL","url":"https://video.twimg.com/amplify_video/1986938961902903297/pl/J0GzuGH4AphyluOC.m3u8?tag=21&v=a8d"},{"bitrate":256000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/414x270/hls3uNnuDCZfBoe6.mp4?tag=21"},{"bitrate":832000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/554x360/usTlEQTeIFkTHjMz.mp4?tag=21"},{"bitrate":2176000,"content_type":"video/mp4","url":"https://video.twimg.com/amplify_video/1986938961902903297/vid/avc1/1108x720/zDwUE8Av9MHJhuj-.mp4?tag=21"}]},"media_results":{"result":{"media_key":"13_1986938961902903297"}}}]},"favorited":true,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986939612955353547","view_count":25058,"bookmark_count":95,"created_at":1762558293000,"favorite_count":210,"quote_count":2,"reply_count":7,"retweet_count":25,"user_id_str":"3064259332","conversation_id_str":"1986939612955353547","full_text":"verifiers v0.1.7 is released 🚀\n\nthis one's all about making RL training and experimentation waaaay easier:\n- single-command installation for prime-rl\n- single-command training w/ unified configs\n- overhauled vf.RLTrainer for hacking on new algorithms\n\nquick demo + links below :) https://t.co/7fEtPwW15t","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":[0,138],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986944847396347904","indices":[139,162],"media_key":"3_1986944847396347904","media_url_https":"https://pbs.twimg.com/media/G5MLz7laIAAi3bL.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":994,"w":1600,"resize":"fit"},"medium":{"h":746,"w":1200,"resize":"fit"},"small":{"h":422,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":994,"width":1600,"focus_rects":[{"x":0,"y":98,"w":1600,"h":896},{"x":0,"y":0,"w":994,"h":994},{"x":0,"y":0,"w":872,"h":994},{"x":0,"y":0,"w":497,"h":994},{"x":0,"y":0,"w":1600,"h":994}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986944847396347904"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945021741072384","indices":[139,162],"media_key":"3_1986945021741072384","media_url_https":"https://pbs.twimg.com/media/G5ML-FEbgAAKRgB.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1390,"w":1686,"resize":"fit"},"medium":{"h":989,"w":1200,"resize":"fit"},"small":{"h":561,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1390,"width":1686,"focus_rects":[{"x":0,"y":0,"w":1686,"h":944},{"x":0,"y":0,"w":1390,"h":1390},{"x":0,"y":0,"w":1219,"h":1390},{"x":0,"y":0,"w":695,"h":1390},{"x":0,"y":0,"w":1686,"h":1390}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945021741072384"}}},{"display_url":"pic.x.com/vKB3OHbSbq","expanded_url":"https://x.com/willccbb/status/1986945237076615464/photo/1","id_str":"1986945072588627968","indices":[139,162],"media_key":"3_1986945072588627968","media_url_https":"https://pbs.twimg.com/media/G5MMBCfboAAILsv.jpg","type":"photo","url":"https://t.co/vKB3OHbSbq","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":772,"w":1422,"resize":"fit"},"medium":{"h":651,"w":1200,"resize":"fit"},"small":{"h":369,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":772,"width":1422,"focus_rects":[{"x":0,"y":0,"w":1379,"h":772},{"x":0,"y":0,"w":772,"h":772},{"x":0,"y":0,"w":677,"h":772},{"x":55,"y":0,"w":386,"h":772},{"x":0,"y":0,"w":1422,"h":772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986945072588627968"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1986939612955353547","quoted_status_permalink":{"url":"https://t.co/SG47oj02pX","expanded":"https://twitter.com/willccbb/status/1986939612955353547","display":"x.com/willccbb/statu…"},"retweeted":false,"fact_check":null,"id":"1986945237076615464","view_count":11014,"bookmark_count":37,"created_at":1762559634000,"favorite_count":78,"quote_count":0,"reply_count":6,"retweet_count":7,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"if you want the tweet version and not the 10min video version:\n\nthis is now all it takes to train with prime-rl after installing verifiers https://t.co/vKB3OHbSbq","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":[8,283],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[0,7]}]},"favorited":false,"in_reply_to_screen_name":"corbtt","lang":"en","retweeted":false,"fact_check":null,"id":"1986906798578934186","view_count":5002,"bookmark_count":11,"created_at":1762550470000,"favorite_count":61,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@corbtt thinking about a paper that gave me that reaction a while back, where i thought it was clearly the future but had a lot of unspoken subtext that needed to be unpacked\n\ntweeted a thread about it that got a lot of eyes\n\nthen i started hearing lots more people talk about it lol","in_reply_to_user_id_str":"823506858","in_reply_to_status_id_str":"1986904502809804972","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[23,34],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"47406972","name":"Raveesh 折り図","screen_name":"raveeshbhalla","indices":[0,14]},{"id_str":"823506858","name":"Kyle Corbitt","screen_name":"corbtt","indices":[15,22]}]},"favorited":false,"in_reply_to_screen_name":"raveeshbhalla","lang":"en","retweeted":false,"fact_check":null,"id":"1986912830499783023","view_count":9,"bookmark_count":0,"created_at":1762551908000,"favorite_count":0,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986904502809804972","full_text":"@raveeshbhalla @corbtt can’t say 🤐","in_reply_to_user_id_str":"47406972","in_reply_to_status_id_str":"1986911849556918284","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,23],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers","url":"https://t.co/Ep2X98q7Eu","indices":[0,23]}],"user_mentions":[]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986945525028167850","view_count":198,"bookmark_count":2,"created_at":1762559703000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"https://t.co/Ep2X98q7Eu","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1986945237076615464","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-09","value":13179,"startTime":1762560000000,"endTime":1762646400000,"tweets":[{"bookmarked":false,"display_text_range":[0,67],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1986997053634011337","quoted_status_permalink":{"url":"https://t.co/bnFxsVWSOt","expanded":"https://twitter.com/tszzl/status/1986997053634011337","display":"x.com/tszzl/status/1…"},"retweeted":false,"fact_check":null,"id":"1987104964414783577","view_count":13172,"bookmark_count":11,"created_at":1762597716000,"favorite_count":80,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987104964414783577","full_text":"distributed asynchronous policy gradient algorithms w/o KL penalty:","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":[15,66],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"11549612","name":"Martin Bowling","screen_name":"martinbowling","indices":[0,14]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/k8ksYyEzON","expanded_url":"https://x.com/willccbb/status/1986946945290805481/photo/1","id_str":"1986946942606462976","indices":[67,90],"media_key":"3_1986946942606462976","media_url_https":"https://pbs.twimg.com/media/G5MNt42bUAAM3p1.jpg","type":"photo","url":"https://t.co/k8ksYyEzON","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"medium":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]},"small":{"faces":[{"x":145,"y":412,"h":33,"w":33},{"x":44,"y":621,"h":40,"w":40},{"x":48,"y":522,"h":47,"w":47}]},"orig":{"faces":[{"x":185,"y":524,"h":42,"w":42},{"x":57,"y":789,"h":51,"w":51},{"x":62,"y":664,"h":60,"w":60}]}},"sizes":{"large":{"h":864,"w":733,"resize":"fit"},"medium":{"h":864,"w":733,"resize":"fit"},"small":{"h":680,"w":577,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":864,"width":733,"focus_rects":[{"x":0,"y":0,"w":733,"h":410},{"x":0,"y":0,"w":733,"h":733},{"x":0,"y":0,"w":733,"h":836},{"x":108,"y":0,"w":432,"h":864},{"x":0,"y":0,"w":733,"h":864}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1986946942606462976"}}}]},"favorited":false,"in_reply_to_screen_name":"martinbowling","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1986946945290805481","view_count":7,"bookmark_count":0,"created_at":1762560042000,"favorite_count":1,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1986945237076615464","full_text":"@martinbowling idk about that, been getting some mixed reviews lol https://t.co/k8ksYyEzON","in_reply_to_user_id_str":"11549612","in_reply_to_status_id_str":"1986946756865593456","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-10","value":54920,"startTime":1762646400000,"endTime":1762732800000,"tweets":[{"bookmarked":false,"display_text_range":[0,38],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"pt","retweeted":false,"fact_check":null,"id":"1987638510317392170","view_count":8620,"bookmark_count":2,"created_at":1762724924000,"favorite_count":108,"quote_count":2,"reply_count":11,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987638510317392170","full_text":"Cursor for (Cursor for (Cursor for …))","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":[0,0],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898728456192","indices":[0,23],"media_key":"3_1987639898728456192","media_url_https":"https://pbs.twimg.com/media/G5WD9PkaYAAvx9d.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":425,"w":1179,"resize":"fit"},"medium":{"h":425,"w":1179,"resize":"fit"},"small":{"h":245,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":425,"width":1179,"focus_rects":[{"x":0,"y":0,"w":759,"h":425},{"x":53,"y":0,"w":425,"h":425},{"x":79,"y":0,"w":373,"h":425},{"x":159,"y":0,"w":213,"h":425},{"x":0,"y":0,"w":1179,"h":425}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898728456192"}}},{"display_url":"pic.x.com/90Oo5SN4O2","expanded_url":"https://x.com/willccbb/status/1987639917565087863/photo/1","id_str":"1987639898732695552","indices":[0,23],"media_key":"3_1987639898732695552","media_url_https":"https://pbs.twimg.com/media/G5WD9PlbEAA_C-O.jpg","type":"photo","url":"https://t.co/90Oo5SN4O2","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":343,"w":610,"resize":"fit"},"medium":{"h":343,"w":610,"resize":"fit"},"small":{"h":343,"w":610,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":343,"width":610,"focus_rects":[{"x":0,"y":1,"w":610,"h":342},{"x":179,"y":0,"w":343,"h":343},{"x":200,"y":0,"w":301,"h":343},{"x":264,"y":0,"w":172,"h":343},{"x":0,"y":0,"w":610,"h":343}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987639898732695552"}}}]},"favorited":false,"lang":"zxx","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987638841646227807","quoted_status_permalink":{"url":"https://t.co/7dVemumxGh","expanded":"https://twitter.com/kalomaze/status/1987638841646227807","display":"x.com/kalomaze/statu…"},"retweeted":false,"fact_check":null,"id":"1987639917565087863","view_count":35218,"bookmark_count":11,"created_at":1762725259000,"favorite_count":435,"quote_count":1,"reply_count":6,"retweet_count":3,"user_id_str":"3064259332","conversation_id_str":"1987639917565087863","full_text":"https://t.co/90Oo5SN4O2","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":[0,252],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}],"symbols":[],"timestamps":[],"urls":[{"display_url":"github.com/PrimeIntellect…","expanded_url":"https://github.com/PrimeIntellect-ai/verifiers/pull/549","url":"https://t.co/VpFydYna0S","indices":[229,252]}],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/Gl5PqJ5lfN","expanded_url":"https://x.com/willccbb/status/1987647859253281275/photo/1","id_str":"1987647746791313408","indices":[253,276],"media_key":"3_1987647746791313408","media_url_https":"https://pbs.twimg.com/media/G5WLGD4aEAAL46u.jpg","type":"photo","url":"https://t.co/Gl5PqJ5lfN","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":1431,"y":431,"h":303,"w":303}]},"medium":{"faces":[{"x":838,"y":252,"h":177,"w":177}]},"small":{"faces":[{"x":475,"y":143,"h":100,"w":100}]},"orig":{"faces":[{"x":1619,"y":488,"h":343,"w":343}]}},"sizes":{"large":{"h":1344,"w":2048,"resize":"fit"},"medium":{"h":788,"w":1200,"resize":"fit"},"small":{"h":446,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1520,"width":2316,"focus_rects":[{"x":0,"y":0,"w":2316,"h":1297},{"x":0,"y":0,"w":1520,"h":1520},{"x":0,"y":0,"w":1333,"h":1520},{"x":0,"y":0,"w":760,"h":1520},{"x":0,"y":0,"w":2316,"h":1520}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987647746791313408"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987647859253281275","view_count":5154,"bookmark_count":15,"created_at":1762727153000,"favorite_count":54,"quote_count":0,"reply_count":4,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"doing some more breaking changes soon but it's fine, the blast radius is fairly small, code is much better this way\n\nif you have strong opinions about verifiers API design, pls join the discussion, any feedback is welcome 🙏\n\nPR: https://t.co/VpFydYna0S https://t.co/Gl5PqJ5lfN","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":[0,279],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987648870835421184","indices":[280,303],"media_key":"3_1987648870835421184","media_url_https":"https://pbs.twimg.com/media/G5WMHfRaAAAlTke.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":338,"w":1164,"resize":"fit"},"medium":{"h":338,"w":1164,"resize":"fit"},"small":{"h":197,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":338,"width":1164,"focus_rects":[{"x":308,"y":0,"w":604,"h":338},{"x":441,"y":0,"w":338,"h":338},{"x":462,"y":0,"w":296,"h":338},{"x":526,"y":0,"w":169,"h":338},{"x":0,"y":0,"w":1164,"h":338}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987648870835421184"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649497154146304","indices":[280,303],"media_key":"3_1987649497154146304","media_url_https":"https://pbs.twimg.com/media/G5WMr8fbUAAlE4p.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"medium":{"faces":[{"x":121,"y":413,"h":52,"w":52}]},"small":{"faces":[{"x":70,"y":241,"h":30,"w":30}]},"orig":{"faces":[{"x":121,"y":413,"h":52,"w":52}]}},"sizes":{"large":{"h":522,"w":1164,"resize":"fit"},"medium":{"h":522,"w":1164,"resize":"fit"},"small":{"h":305,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":522,"width":1164,"focus_rects":[{"x":27,"y":0,"w":932,"h":522},{"x":232,"y":0,"w":522,"h":522},{"x":264,"y":0,"w":458,"h":522},{"x":363,"y":0,"w":261,"h":522},{"x":0,"y":0,"w":1164,"h":522}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649497154146304"}}},{"display_url":"pic.x.com/7qFcuG2Cqf","expanded_url":"https://x.com/willccbb/status/1987649631229251967/photo/1","id_str":"1987649573142372352","indices":[280,303],"media_key":"3_1987649573142372352","media_url_https":"https://pbs.twimg.com/media/G5WMwXkboAA8bVC.jpg","type":"photo","url":"https://t.co/7qFcuG2Cqf","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":330,"w":1298,"resize":"fit"},"medium":{"h":305,"w":1200,"resize":"fit"},"small":{"h":173,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":330,"width":1298,"focus_rects":[{"x":192,"y":0,"w":589,"h":330},{"x":321,"y":0,"w":330,"h":330},{"x":342,"y":0,"w":289,"h":330},{"x":404,"y":0,"w":165,"h":330},{"x":0,"y":0,"w":1298,"h":330}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649573142372352"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987649631229251967","view_count":714,"bookmark_count":0,"created_at":1762727575000,"favorite_count":4,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #1, for v0.1.8: we're changing the way that rollout termination is handled to better support compositionality of stop conditions + resource cleanup across class hierarchies\n\nany existing instances of SingleTurnEnv, ToolEnv, StatefulToolEnv, TextArenaEnv, etc. will work just fine\n\nany direct MultiTurnEnv extensions will want to migrate away from overriding `is_completed` in favor of a decorator approach \n\n@ vf.stop = conditions for rollout termination\n\n@ vf.cleanup = rollout-level resource destruction\n\n@ vf.teardown = environment-level resource destruction","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987647859253281275","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,275],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1863379499263418368","name":"hallerite","screen_name":"hallerite","indices":[117,127]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987649938151636992","indices":[276,299],"media_key":"3_1987649938151636992","media_url_https":"https://pbs.twimg.com/media/G5WNFnVbAAARGwN.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"medium":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]},"small":{"faces":[{"x":250,"y":481,"h":27,"w":27},{"x":56,"y":170,"h":110,"w":110}]},"orig":{"faces":[{"x":434,"y":832,"h":48,"w":48},{"x":97,"y":295,"h":191,"w":191}]}},"sizes":{"large":{"h":940,"w":1176,"resize":"fit"},"medium":{"h":940,"w":1176,"resize":"fit"},"small":{"h":544,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":940,"width":1176,"focus_rects":[{"x":0,"y":111,"w":1176,"h":659},{"x":146,"y":0,"w":940,"h":940},{"x":204,"y":0,"w":825,"h":940},{"x":381,"y":0,"w":470,"h":940},{"x":0,"y":0,"w":1176,"h":940}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987649938151636992"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650197028294656","indices":[276,299],"media_key":"3_1987650197028294656","media_url_https":"https://pbs.twimg.com/media/G5WNUrubUAA3Ttb.jpg","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":542,"w":1058,"resize":"fit"},"medium":{"h":542,"w":1058,"resize":"fit"},"small":{"h":348,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":542,"width":1058,"focus_rects":[{"x":0,"y":0,"w":968,"h":542},{"x":0,"y":0,"w":542,"h":542},{"x":0,"y":0,"w":475,"h":542},{"x":50,"y":0,"w":271,"h":542},{"x":0,"y":0,"w":1058,"h":542}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650197028294656"}}},{"display_url":"pic.x.com/MeKwTjG5Jg","expanded_url":"https://x.com/willccbb/status/1987650728043880890/photo/1","id_str":"1987650278364172288","indices":[276,299],"media_key":"3_1987650278364172288","media_url_https":"https://pbs.twimg.com/media/G5WNZauaUAA46TC.png","type":"photo","url":"https://t.co/MeKwTjG5Jg","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":682,"w":634,"resize":"fit"},"medium":{"h":682,"w":634,"resize":"fit"},"small":{"h":680,"w":632,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":682,"width":634,"focus_rects":[{"x":0,"y":44,"w":634,"h":355},{"x":0,"y":0,"w":634,"h":634},{"x":0,"y":0,"w":598,"h":682},{"x":85,"y":0,"w":341,"h":682},{"x":0,"y":0,"w":634,"h":682}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987650278364172288"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987650728043880890","view_count":1928,"bookmark_count":1,"created_at":1762727836000,"favorite_count":16,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"big incoming change #2: proper support for branching rollouts (truncation/summaries/subagents) and step-level info \n\n@hallerite is also working on a GymEnv pattern which i'm quite excited about, and will unlock easier plug-and-play integrations with many downstream libraries https://t.co/MeKwTjG5Jg","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987649631229251967","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,225],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"60195720","name":"Sam Snelling","screen_name":"snellingio","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"snellingio","lang":"en","retweeted":false,"fact_check":null,"id":"1987651598479413296","view_count":12,"bookmark_count":0,"created_at":1762728044000,"favorite_count":0,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987647859253281275","full_text":"@snellingio best part of good oss community feedback loops is seeing what people want to use this stuff for and getting to iterate on the experience :)\n\nsupporting many patterns with a dev-friendly API is a balancing act haha","in_reply_to_user_id_str":"60195720","in_reply_to_status_id_str":"1987650158172189038","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[9,205],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1043119856","name":"C","screen_name":"creet_z","indices":[0,8]}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1987655479531835723","view_count":3274,"bookmark_count":10,"created_at":1762728969000,"favorite_count":39,"quote_count":0,"reply_count":3,"retweet_count":4,"user_id_str":"3064259332","conversation_id_str":"1987653164061831447","full_text":"@creet_z examples of things that users shouldn't have to think about unless they really need to:\n- tokenizers\n- chat templates\n- vllm\n- docker\n- auto-scaling\n- rate limits\n- asyncio\n- compositional routing","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987654491492233567","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-11","value":261008,"startTime":1762732800000,"endTime":1762819200000,"tweets":[{"bookmarked":false,"display_text_range":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1987640968913510719","quoted_status_permalink":{"url":"https://t.co/OrkX1TBagO","expanded":"https://twitter.com/n_dof_droyd/status/1987640968913510719","display":"x.com/n_dof_droyd/st…"},"retweeted":false,"fact_check":null,"id":"1987715651830698325","view_count":170815,"bookmark_count":169,"created_at":1762743316000,"favorite_count":525,"quote_count":3,"reply_count":33,"retweet_count":12,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"i have mostly stopped using coding models other than composer-1 and tab","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":[0,55],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"extended_entities":{"media":[{"display_url":"pic.x.com/YRydFmUR6b","expanded_url":"https://x.com/willccbb/status/1987984329130356937/photo/1","id_str":"1987984099026579456","indices":[56,79],"media_key":"3_1987984099026579456","media_url_https":"https://pbs.twimg.com/media/G5a9AVmasAAIlAW.png","type":"photo","url":"https://t.co/YRydFmUR6b","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":554,"w":1684,"resize":"fit"},"medium":{"h":395,"w":1200,"resize":"fit"},"small":{"h":224,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":554,"width":1684,"focus_rects":[{"x":0,"y":0,"w":989,"h":554},{"x":0,"y":0,"w":554,"h":554},{"x":0,"y":0,"w":486,"h":554},{"x":72,"y":0,"w":277,"h":554},{"x":0,"y":0,"w":1684,"h":554}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987984099026579456"}}}]},"favorited":false,"lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"quoted_status_id_str":"1987938761498411376","quoted_status_permalink":{"url":"https://t.co/to3uh6nlH5","expanded":"https://twitter.com/zicokolter/status/1987938761498411376","display":"x.com/zicokolter/sta…"},"retweeted":false,"fact_check":null,"id":"1987984329130356937","view_count":42580,"bookmark_count":148,"created_at":1762807373000,"favorite_count":429,"quote_count":4,"reply_count":4,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987984329130356937","full_text":"this is the correct AI usage policy for college courses https://t.co/YRydFmUR6b","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":[0,152],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"lang":"en","quoted_status_id_str":"1987930819021635964","quoted_status_permalink":{"url":"https://t.co/gy6x4Y3wRG","expanded":"https://twitter.com/dorialexander/status/1987930819021635964","display":"x.com/dorialexander/…"},"retweeted":false,"fact_check":null,"id":"1987998615785402785","view_count":35932,"bookmark_count":134,"created_at":1762810779000,"favorite_count":313,"quote_count":1,"reply_count":7,"retweet_count":26,"user_id_str":"3064259332","conversation_id_str":"1987998615785402785","full_text":"one of the most exciting data / pretraining releases in quite a while\n\nthis is a roadmap towards the “cognitive core”\n\nthe x-axis here is log-scale (!!)","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":[13,259],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"favorited":false,"in_reply_to_screen_name":"aidan_mclau","lang":"en","retweeted":false,"fact_check":null,"id":"1987739540401119302","view_count":5478,"bookmark_count":5,"created_at":1762749011000,"favorite_count":57,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau it's super fast, but also very good at efficiently navigating cursor, which is where i'm doing most of my programming\n\n(in the same way that codex is very good in the context of the codex harness, but less useful as a generalist coding agent API)","in_reply_to_user_id_str":"1261374810254454784","in_reply_to_status_id_str":"1987728779750650337","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[12,204],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"4205459327","name":"Mohsin Haider","screen_name":"mohsinsbot","indices":[0,11]}]},"favorited":false,"in_reply_to_screen_name":"mohsinsbot","lang":"en","retweeted":false,"fact_check":null,"id":"1987723279164137958","view_count":1826,"bookmark_count":4,"created_at":1762745134000,"favorite_count":17,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@mohsinsbot for hard stuff i'll iterate on a plan with composer, and sometimes bring in another model (5-high or sonnet 4.5) to review the plan, but sync is so much more fun + productive than async for me","in_reply_to_user_id_str":"4205459327","in_reply_to_status_id_str":"1987722611376394259","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[13,123],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1261374810254454784","name":"Aidan McLaughlin","screen_name":"aidan_mclau","indices":[0,12]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740256498798592","indices":[124,147],"media_key":"3_1987740256498798592","media_url_https":"https://pbs.twimg.com/media/G5XfO1Za0AA9nuY.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1755,"w":2048,"resize":"fit"},"medium":{"h":1028,"w":1200,"resize":"fit"},"small":{"h":583,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1772,"width":2068,"focus_rects":[{"x":0,"y":0,"w":2068,"h":1158},{"x":0,"y":0,"w":1772,"h":1772},{"x":0,"y":0,"w":1554,"h":1772},{"x":0,"y":0,"w":886,"h":1772},{"x":0,"y":0,"w":2068,"h":1772}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740256498798592"}}},{"display_url":"pic.x.com/TVnuDSMuuV","expanded_url":"https://x.com/willccbb/status/1987740706195316966/photo/1","id_str":"1987740501899182080","indices":[124,147],"media_key":"3_1987740501899182080","media_url_https":"https://pbs.twimg.com/media/G5XfdHlbgAAhWHV.jpg","type":"photo","url":"https://t.co/TVnuDSMuuV","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[]},"medium":{"faces":[]},"small":{"faces":[]},"orig":{"faces":[]}},"sizes":{"large":{"h":1608,"w":2048,"resize":"fit"},"medium":{"h":942,"w":1200,"resize":"fit"},"small":{"h":534,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1622,"width":2066,"focus_rects":[{"x":0,"y":465,"w":2066,"h":1157},{"x":0,"y":0,"w":1622,"h":1622},{"x":0,"y":0,"w":1423,"h":1622},{"x":0,"y":0,"w":811,"h":1622},{"x":0,"y":0,"w":2066,"h":1622}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1987740501899182080"}}}]},"favorited":false,"in_reply_to_screen_name":"willccbb","lang":"en","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1987740706195316966","view_count":3496,"bookmark_count":1,"created_at":1762749289000,"favorite_count":35,"quote_count":1,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987715651830698325","full_text":"@aidan_mclau example of a grunt work change i just had it do, 80 seconds start to finish by my stopwatch, all tests passing https://t.co/TVnuDSMuuV","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1987739540401119302","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[15,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"276508048","name":"Alexander Doria","screen_name":"Dorialexander","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"Dorialexander","lang":"und","retweeted":false,"fact_check":null,"id":"1987945326502965335","view_count":881,"bookmark_count":0,"created_at":1762798074000,"favorite_count":20,"quote_count":0,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1987930819021635964","full_text":"@Dorialexander bro","in_reply_to_user_id_str":"276508048","in_reply_to_status_id_str":"1987930819021635964","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-12","value":64312,"startTime":1762819200000,"endTime":1762905600000,"tweets":[{"bookmarked":false,"display_text_range":[0,144],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1988337783677604351","quoted_status_permalink":{"url":"https://t.co/CuOUEfTIZn","expanded":"https://twitter.com/hellosurgeai/status/1988337783677604351","display":"x.com/hellosurgeai/s…"},"retweeted":false,"fact_check":null,"id":"1988383467680514199","view_count":57991,"bookmark_count":203,"created_at":1762902535000,"favorite_count":247,"quote_count":0,"reply_count":8,"retweet_count":9,"user_id_str":"3064259332","conversation_id_str":"1988383467680514199","full_text":"incredible case study of what goes into building realistic RL environments. very exciting to see Surge creating some excellent resources here :)","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":[10,11],"entities":{"hashtags":[],"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1717671858521194496","name":"signüll","screen_name":"signulll","indices":[0,9]}]},"extended_entities":{"media":[{"display_url":"pic.x.com/KPsQ4xxJWD","expanded_url":"https://x.com/willccbb/status/1988091802797437103/photo/1","id_str":"1988091799534272512","indices":[12,35],"media_key":"3_1988091799534272512","media_url_https":"https://pbs.twimg.com/media/G5ce9VQbgAAI1ru.jpg","type":"photo","url":"https://t.co/KPsQ4xxJWD","ext_media_availability":{"status":"Available"},"features":{"large":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"medium":{"faces":[{"x":43,"y":57,"h":101,"w":101}]},"small":{"faces":[{"x":24,"y":32,"h":58,"w":58}]},"orig":{"faces":[{"x":43,"y":57,"h":101,"w":101}]}},"sizes":{"large":{"h":1037,"w":1179,"resize":"fit"},"medium":{"h":1037,"w":1179,"resize":"fit"},"small":{"h":598,"w":680,"resize":"fit"},"thumb":{"h":150,"w":150,"resize":"crop"}},"original_info":{"height":1037,"width":1179,"focus_rects":[{"x":0,"y":0,"w":1179,"h":660},{"x":0,"y":0,"w":1037,"h":1037},{"x":0,"y":0,"w":910,"h":1037},{"x":183,"y":0,"w":519,"h":1037},{"x":0,"y":0,"w":1179,"h":1037}]},"allow_download_status":{"allow_download":true},"media_results":{"result":{"media_key":"3_1988091799534272512"}}}]},"favorited":false,"in_reply_to_screen_name":"signulll","lang":"qme","possibly_sensitive":false,"possibly_sensitive_editable":true,"retweeted":false,"fact_check":null,"id":"1988091802797437103","view_count":6321,"bookmark_count":1,"created_at":1762832997000,"favorite_count":53,"quote_count":1,"reply_count":0,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988086226360877384","full_text":"@signulll 💀 https://t.co/KPsQ4xxJWD","in_reply_to_user_id_str":"1717671858521194496","in_reply_to_status_id_str":"1988086226360877384","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-13","value":9037,"startTime":1762905600000,"endTime":1762992000000,"tweets":[{"bookmarked":false,"display_text_range":[0,126],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988462482550386704","view_count":6064,"bookmark_count":6,"created_at":1762921374000,"favorite_count":64,"quote_count":1,"reply_count":8,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988462482550386704","full_text":"when people ask me what part of SF i'm in, i don't really have a great answer and just say \"the middle\"\n\npeople usually get it","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":[0,116],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988672445684002862","view_count":1949,"bookmark_count":3,"created_at":1762971433000,"favorite_count":35,"quote_count":0,"reply_count":2,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988672445684002862","full_text":"have the banking analysts of the world realized yet that their dream job should probably be working at semianalysis?","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":[0,127],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1988671742852858355","view_count":1024,"bookmark_count":1,"created_at":1762971265000,"favorite_count":15,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988671742852858355","full_text":"kinda funny that both nvidia and pytorch have major open-source projects called \"dynamo\" that are like totally different things","in_reply_to_user_id_str":null,"in_reply_to_status_id_str":null,"is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-14","value":117026,"startTime":1762992000000,"endTime":1763078400000,"tweets":[{"bookmarked":false,"display_text_range":[0,18],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1904577553458741629","quoted_status_permalink":{"url":"https://t.co/K4MpEsEMXx","expanded":"https://twitter.com/newsystems_/status/1904577553458741629","display":"x.com/newsystems_/st…"},"retweeted":false,"fact_check":null,"id":"1988821603963269267","view_count":109030,"bookmark_count":77,"created_at":1763006995000,"favorite_count":692,"quote_count":1,"reply_count":22,"retweet_count":11,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"the gpt-5.1 evals:","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":[0,71],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989053024376148224","view_count":2568,"bookmark_count":4,"created_at":1763062170000,"favorite_count":48,"quote_count":1,"reply_count":2,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989053024376148224","full_text":"i wonder what unaligned and chinese model they used in the cyber attack","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":[0,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989050691818778659","view_count":4213,"bookmark_count":8,"created_at":1763061614000,"favorite_count":47,"quote_count":0,"reply_count":6,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989050691818778659","full_text":"lottery ticket hypothesis for large-batch RL","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":[15,44],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"974359057560719361","name":"Jake Halloran","screen_name":"jakehalloran1","indices":[0,14]}]},"favorited":false,"in_reply_to_screen_name":"jakehalloran1","lang":"en","retweeted":false,"fact_check":null,"id":"1988822145309507778","view_count":1215,"bookmark_count":0,"created_at":1763007124000,"favorite_count":22,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1988821603963269267","full_text":"@jakehalloran1 still one of my favorite bits","in_reply_to_user_id_str":"974359057560719361","in_reply_to_status_id_str":"1988821769709580646","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-15","value":15922,"startTime":1763078400000,"endTime":1763164800000,"tweets":[{"bookmarked":false,"display_text_range":[0,27],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989197618057220313","view_count":6214,"bookmark_count":2,"created_at":1763096644000,"favorite_count":76,"quote_count":1,"reply_count":4,"retweet_count":2,"user_id_str":"3064259332","conversation_id_str":"1989197618057220313","full_text":"this job is way too fun lol","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":[0,103],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","retweeted":false,"fact_check":null,"id":"1989203320775569420","view_count":4653,"bookmark_count":0,"created_at":1763098003000,"favorite_count":62,"quote_count":1,"reply_count":9,"retweet_count":1,"user_id_str":"3064259332","conversation_id_str":"1989203320775569420","full_text":"when the model does one thing it's called single-turn. when it does more it's called multi-step. simple","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":[0,277],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":false,"lang":"en","quoted_status_id_str":"1989181434180038797","quoted_status_permalink":{"url":"https://t.co/9MNkAz2pSp","expanded":"https://twitter.com/lmsysorg/status/1989181434180038797","display":"x.com/lmsysorg/statu…"},"retweeted":false,"fact_check":null,"id":"1989393352383733889","view_count":4038,"bookmark_count":8,"created_at":1763143311000,"favorite_count":34,"quote_count":0,"reply_count":5,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"there’s quite a lot of work on *minimizing* logprob mismatch, not nearly enough on *maximizing* it \n\nwhere we’re going, mismatch is inevitable\n\nwe should be spending more effort on how to maintain stability in spite of it, which will require better controlled failure scenarios","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":[17,63],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[{"id_str":"1821576970465058816","name":"stochasm","screen_name":"stochasticchasm","indices":[0,16]}]},"favorited":true,"in_reply_to_screen_name":"stochasticchasm","lang":"en","retweeted":false,"fact_check":null,"id":"1989202433130787044","view_count":256,"bookmark_count":0,"created_at":1763097792000,"favorite_count":6,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989180637232918927","full_text":"@stochasticchasm being synced gotta feel good asf for a uv.lock","in_reply_to_user_id_str":"1821576970465058816","in_reply_to_status_id_str":"1989180637232918927","is_quote_status":0,"is_ai":null,"ai_score":null},{"bookmarked":false,"display_text_range":[0,198],"entities":{"hashtags":[],"symbols":[],"timestamps":[],"urls":[],"user_mentions":[]},"favorited":true,"in_reply_to_screen_name":"willccbb","lang":"en","retweeted":false,"fact_check":null,"id":"1989394008985276883","view_count":761,"bookmark_count":3,"created_at":1763143467000,"favorite_count":10,"quote_count":0,"reply_count":1,"retweet_count":0,"user_id_str":"3064259332","conversation_id_str":"1989393352383733889","full_text":"big-O wall clock time for N steps of sync RL:\n\nN * (max_rollout_time + fwd_bwd)\n\nwall clock time for async RL:\n\nmax_rollout_time + (N * fwd_bwd)\n\nlong-horizon horizon agents need off-policy training","in_reply_to_user_id_str":"3064259332","in_reply_to_status_id_str":"1989393352383733889","is_quote_status":0,"is_ai":null,"ai_score":null}]},{"label":"2025-11-16","value":0,"startTime":1763164800000,"endTime":1763251200000,"tweets":[]}]},"interactions":{"users":[{"created_at":1210374326000,"uid":"14719154","id":"14719154","screen_name":"osoleve","name":"oso","friends_count":563,"followers_count":617,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1916540387230896128/GrH5uLIC_normal.jpg","description":"data scientist (derogatory) // this is stupid i'm tired i want a pretzel","entities":{"description":{"urls":[]}},"interactions":6},{"created_at":1497693203000,"uid":"876014904016199680","id":"876014904016199680","screen_name":"snowclipsed","name":"snow","friends_count":1212,"followers_count":5902,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1896582911744225280/f7Y2_RiF_normal.jpg","description":"latent space surfer, cache-miss eliminator.\n\nhttps://t.co/h8rzm8QyZc","entities":{"description":{"urls":[{"display_url":"github.com/snowclipsed","expanded_url":"https://github.com/snowclipsed","url":"https://t.co/h8rzm8QyZc","indices":[45,68]}]},"url":{"urls":[{"display_url":"snowclipsed.xyz","expanded_url":"http://snowclipsed.xyz","url":"https://t.co/PIgTIkQFnV","indices":[0,23]}]}},"interactions":3},{"created_at":1198713360000,"uid":"11549612","id":"11549612","screen_name":"martinbowling","name":"Martin Bowling","friends_count":1969,"followers_count":4722,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1706734616/me-and-punk-rock-snow-man_normal.jpg","description":"conquering the world, 280 characters at a time :) Doing a @PrimeIntellect RL Residency for SMB's @GroqInc Groq Champ @Replit Builder in Residence Alumni.","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"martinbowling.com","expanded_url":"http://www.martinbowling.com","url":"https://t.co/fxq6Srs5RU","indices":[0,23]}]}},"interactions":3},{"created_at":1521140276000,"uid":"974359057560719361","id":"974359057560719361","screen_name":"jakehalloran1","name":"Jake Halloran","friends_count":304,"followers_count":881,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1677760112109264897/KvsMmOMk_normal.jpg","description":"Giant dork/Computer Engineer. Old tweets auto deleted.","entities":{"description":{"urls":[]}},"interactions":2},{"created_at":1518123510000,"uid":"961705824296034304","id":"961705824296034304","screen_name":"herbiebradley","name":"Herbie Bradley","friends_count":2284,"followers_count":3111,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1247457895622545408/RUTWiWCl_normal.jpg","description":"a generalist agent\n@CambridgeMLG | ex @AISecurityInst @AiEleuther","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"herbiebradley.substack.com","expanded_url":"https://herbiebradley.substack.com","url":"https://t.co/LRczuqjhoh","indices":[0,23]}]}},"interactions":2},{"created_at":1313277558000,"uid":"354571530","id":"354571530","screen_name":"code_star","name":"Cody Blakeney","friends_count":1555,"followers_count":5591,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1790392390135455744/W9WK_vQL_normal.jpg","description":"Data Dawg @datologyai | Formerly Data Research Lead @DbrxMosaicAI | Visiting Researcher @ Facebook | Ph.D | #TXSTFOOTBALL fan | https://t.co/4G6Jf3at5w","entities":{"description":{"urls":[{"display_url":"linktr.ee/code_star","expanded_url":"http://linktr.ee/code_star","url":"https://t.co/4G6Jf3at5w","indices":[128,151]}]}},"interactions":2},{"created_at":1240236281000,"uid":"33521530","id":"33521530","screen_name":"swyx","name":"swyx🔜 @aidotEngineer CODE 🗽","friends_count":3494,"followers_count":131443,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1867875781676007424/RIF4Kt7U_normal.jpg","description":"achieve ambition with intentionality, intensity, & integrity \n\n- @dxtipshq \n- @sveltesociety\n- @aidotengineer \n- @latentspacepod \n- @cognition + @smol_ai","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"swyx.io","expanded_url":"https://swyx.io","url":"https://t.co/Q5067iwtXU","indices":[0,23]}]}},"interactions":2},{"created_at":1733099281000,"uid":"1863379499263418368","id":"1863379499263418368","screen_name":"hallerite","name":"hallerite","friends_count":381,"followers_count":1638,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1922493284267786243/jy8wSlJh_normal.jpg","description":"aspiring space cowboy","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"hallerite.com/README.md","expanded_url":"https://hallerite.com/README.md","url":"https://t.co/JPeT1J2oyl","indices":[0,23]}]}},"interactions":2},{"created_at":1688691857000,"uid":"1677121243143626754","id":"1677121243143626754","screen_name":"7hillspoet","name":"7 Hills Poet","friends_count":404,"followers_count":489,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1982104965976866816/O4enR1SN_normal.jpg","description":"Building the music stick revolution. Happy Place Music Player (https://t.co/fQUjtAZmYR) out now. Stay tuned for https://t.co/2EuOhvS1zN","entities":{"description":{"urls":[{"display_url":"happyplacemusic.org","expanded_url":"http://happyplacemusic.org","url":"https://t.co/fQUjtAZmYR","indices":[63,86]},{"display_url":"musicstickmarket.com","expanded_url":"http://musicstickmarket.com","url":"https://t.co/2EuOhvS1zN","indices":[113,136]}]}},"interactions":2},{"created_at":1669335671000,"uid":"1595935520999510016","id":"1595935520999510016","screen_name":"elliotarledge","name":"Elliot Arledge","friends_count":1796,"followers_count":26373,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1963095427516952576/dtU5Y8lG_normal.jpg","description":"","entities":{"url":{"urls":[{"url":"https://t.co/1Xc4mluioQ","expanded_url":"https://elliotarledge.com","display_url":"elliotarledge.com","indices":[0,23]}]},"description":{"urls":[]}},"interactions":2,"following":true,"followed_by":false},{"created_at":1636917755000,"uid":"1459964938781405192","id":"1459964938781405192","screen_name":"noah_vandal","name":"Noah Vandal","friends_count":2787,"followers_count":1025,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1696947307587981312/JSVIg7Kd_normal.jpg","description":"Born again Christian!\nBS | MS @NDSU\nhttps://t.co/wRn7mSM73s\nBuilding @SpeechSage\nPassion for biomedical arenas\nLove a good debate, but only if there is purpose","entities":{"description":{"urls":[{"display_url":"iloveneurons.com","expanded_url":"http://iloveneurons.com","url":"https://t.co/wRn7mSM73s","indices":[36,59]}]}},"interactions":2},{"created_at":1193958038000,"uid":"9866992","id":"9866992","screen_name":"enginoid","name":"Fred Jonsson","friends_count":746,"followers_count":948,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1930780129321455616/tHAburhr_normal.jpg","description":"building AI/ML systems @ https://t.co/KJtPmvPgxw. 🎄 let's meet at NeurIPS '25. interests: small models, continual learning, training infra, RLVR, AutoML","entities":{"description":{"urls":[{"display_url":"tensorvalley.com","expanded_url":"http://tensorvalley.com","url":"https://t.co/KJtPmvPgxw","indices":[25,48]}]}},"interactions":1},{"created_at":1193845616000,"uid":"9827202","id":"9827202","screen_name":"porestar","name":"Lukas Mosser","friends_count":732,"followers_count":817,"profile_image_url_https":"https://pbs.twimg.com/profile_images/826058176554479618/bOX80vN0_normal.jpg","description":"Geoscience + Machine Learning + Generative AI | Bouldering | Photography","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"lukasmosser.github.io","expanded_url":"https://lukasmosser.github.io","url":"https://t.co/luqJjbg7DX","indices":[0,23]}]}},"interactions":1},{"created_at":1516198969000,"uid":"953633711605633024","id":"953633711605633024","screen_name":"thegenioo","name":"Hamza","friends_count":1102,"followers_count":1829,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1926981839568146432/iKnUv9Xw_normal.jpg","description":"tell me a secret that you would never tell anyone","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1510575345000,"uid":"930046524545032192","id":"930046524545032192","screen_name":"6174_____","name":"Davor Šantić","friends_count":110,"followers_count":45,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1913338084231401475/LoPISBeS_normal.jpg","description":"🌐 Developer | 🚀 Blockchain Enthusiast | 🤖 AI Advocate Passionate about tech that drives progress, ensuring AI respects human consciousness. 💡","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"polybot24.com","expanded_url":"http://polybot24.com","url":"https://t.co/JWUDqmupCz","indices":[0,23]}]}},"interactions":1},{"created_at":1506971006000,"uid":"914928832255188994","id":"914928832255188994","screen_name":"MoummarNawafleh","name":"Moummar","friends_count":1330,"followers_count":1777,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1956432708462071808/FMhCUZ4g_normal.jpg","description":"founder @ https://t.co/IM4kSGjP46 - prev. sold $30M+ in semiconductors","entities":{"description":{"urls":[{"display_url":"devsignal.com","expanded_url":"http://devsignal.com","url":"https://t.co/IM4kSGjP46","indices":[10,33]}]},"url":{"urls":[{"display_url":"devsignal.com","expanded_url":"http://devsignal.com","url":"https://t.co/IM4kSGjP46","indices":[0,23]}]}},"interactions":1},{"created_at":1505324744000,"uid":"908023908166623234","id":"908023908166623234","screen_name":"jdchawla29","name":"jellybean ❄️","friends_count":363,"followers_count":796,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1874416506525675520/I4ITtTpB_normal.jpg","description":"aspiring clown | watching patterns unfold into agi | 24","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"jellybea.net","expanded_url":"http://jellybea.net","url":"https://t.co/buvWy7eQ4L","indices":[0,23]}]}},"interactions":1},{"created_at":1501230719000,"uid":"890852320690528256","id":"890852320690528256","screen_name":"cloud11665","name":"cloud","friends_count":2085,"followers_count":14508,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1789378714741989377/Dn1uLGen_normal.jpg","description":"Sora systems @openai, CUDA apologist, prev inference @FeatherlessAI","entities":{"url":{"urls":[{"url":"https://t.co/xhtJpTYv6F","expanded_url":"https://cld.sh","display_url":"cld.sh","indices":[0,23]}]},"description":{"urls":[]}},"interactions":1,"following":true,"followed_by":false},{"created_at":1256495841000,"uid":"85137707","id":"85137707","screen_name":"realOldBilly","name":"Old Billy 🙈🙉🙊","friends_count":1207,"followers_count":323,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1854035617371336715/vx-IknKe_normal.jpg","description":"registered mirc user | technology brother | pisces | fordlandian nationalist","entities":{"description":{"urls":[]}},"interactions":1},{"created_at":1485322820000,"uid":"824129756929150976","id":"824129756929150976","screen_name":"yashwanthsai29","name":"Sai Yashwanth","friends_count":933,"followers_count":1844,"profile_image_url_https":"https://pbs.twimg.com/profile_images/1934341373148479488/eOCDLLKq_normal.jpg","description":"22, AI @VuhosiAI\nBuilding @turilabs\nUpcoming Author @ManningBooks\nPrev 4x startups\nCS 25 @PESUniversity","entities":{"description":{"urls":[]},"url":{"urls":[{"display_url":"saiyashwanth.com","expanded_url":"http://saiyashwanth.com","url":"https://t.co/2oxZtRBzHd","indices":[0,23]}]}},"interactions":1}],"period":14,"start":1761958827253,"end":1763168427253}}},"settings":{},"session":null,"routeProps":{"/creators/:username":{}}}
SuperX
