Maybe we should calibrate together. We (generally @tonylfeng
) are more on the conservative side that results in AI for Maths are mostly at L2+ (for now). We haven't seen any L3 result yet.
RESEARCH
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AI Math Capabilities: Conservative Assessment at L2+ Level
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SWE-chat: Real-World Coding Agent Interactions Dataset
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"SWE-chat: Coding Agent Interactions From Real Users in the Wild" This paper proposes a real-world coding-agent dataset. It tracks 6K sessions from actual developers, with prompts, tool calls, and line-level human vs. agent authorship. Main result is that agent autonomy is
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AI-Written Papers at Major ML Conferences in Coming Years
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I wonder how many papers a big AI conferences like @NeurIPSConf
, @ICLR_conf
, and @ICMLconf will be largely AI written in a few years time… -
Harvard Survey: AI Adoption High but Value Lags Without Workflow Integration
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New Survey from Harvard Business Review Analytic Services Finds AI Adoption Remains High, Yet Value May Lag Without Modernization and Workflow Integration https://
appian.com/about/explore/
press-releases/2026/new-survey-from-harvard-business-review-analytic-services-finds-ai-adoption-remains-high
… #AppianWorld -
Eka: A Different Approach to Robotics AI Innovation
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A lot of companies are currently chasing a "ChatGPT moment for robotics". Eka, founded by @pulkitology and @haarnoja
, is taking a different approach to most, and it has already produced an eerie new kind of robot intelligence. (My latest piece for @WIRED
) -

Understanding AI: How ChatGPT and Modern AI Tools Work
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🤖 AI can feel almost magical, but to use it well, we need to understand what it is, how it works, and where its limits really are.
— Bernard Marr (@BernardMarr) 29 avril 2026
In this video, I explain AI in simple terms, including how tools like ChatGPT, Gemini, and Copilot generate responses, why they can sound so… pic.twitter.com/4A5hQAHtwhAI can feel almost magical, but to use it well, we need to understand what it is, how it works, and where its limits really are. In this video, I explain AI in simple terms, including how tools like ChatGPT, Gemini, and Copilot generate responses, why they can sound so
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BAIR Faculty Elected to ISCB 2026 Fellows Class
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Congratulations to BAIR faculty @jlistgarten and @yun_s_song who have been elected to the International Society for Computational Biology (
@iscb
) 2026 class of Fellows! https://
iscb.org/about-iscb/soc
iety-communications/announcements/april-21-2026-iscb-announces-the-2026-class-of-fellows
… -

Ten Most Popular Machine Learning Models Explained
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10 Most Popular #MachineLearning Models
by @goyalshaliniuk #ArtificialIntelligence #AI #ML #MI -
Latest AI Robotics Research Breakdown Daily Newsletter
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Research paper: https://
pnas.org/doi/abs/10.107
3/pnas.2531743123#abstract
… Original video : https://
youtube.com/watch?v=jli0jP
iKxQs
… I break down stories like this every day in my free newsletter. Keep up with the latest in AI/Robotics in 5 min a day: https://
therundown.ai/subscribe