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RT @NYUDataScience: CDS Prof. and Turing Award winner @ylecun will leave Meta at the end of the year, and is launching a startup focused on…

RT @NYUDataScience: CDS Prof. and Turing Award winner @ylecun will leave Meta at the end of the year, and is launching a startup focused on…

Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.

avatar for Yann LeCun
Yann LeCun
Wed Dec 17 18:27:40
RT @MetaNewsroom: Introducing SAM Audio: the first unified AI model that allows you to isolate and edit sound from complex audio mixtures.…

RT @MetaNewsroom: Introducing SAM Audio: the first unified AI model that allows you to isolate and edit sound from complex audio mixtures.…

Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.

avatar for Yann LeCun
Yann LeCun
Wed Dec 17 18:23:46
RT @TheJFreakinC: 🚨This is one of the most disturbing videos of ICE abuse I’ve seen.

In Minnesota, ICE agents handcuffed a pregnant woman,…

RT @TheJFreakinC: 🚨This is one of the most disturbing videos of ICE abuse I’ve seen. In Minnesota, ICE agents handcuffed a pregnant woman,…

Professor at NYU. Chief AI Scientist at Meta. Researcher in AI, Machine Learning, Robotics, etc. ACM Turing Award Laureate.

avatar for Yann LeCun
Yann LeCun
Wed Dec 17 18:18:53
just turning on tracing is a huge first step in how to improve agents with evals :)

and then there’s a lot of fun to do still, LangSmith-fetch helps you easily grab traces and then use agents to mine them for patterns:
- stratify on success/failures to find patterns
- use an agent’s traces to create new skills and start doing continual learning
- etc

measuring things is cool

just turning on tracing is a huge first step in how to improve agents with evals :) and then there’s a lot of fun to do still, LangSmith-fetch helps you easily grab traces and then use agents to mine them for patterns: - stratify on success/failures to find patterns - use an agent’s traces to create new skills and start doing continual learning - etc measuring things is cool

agents, harnesses, and evals @LangChainAI, prev @awscloud, phd cs @ temple

avatar for Viv
Viv
Wed Dec 17 18:12:46
2025 flew by! The end of the year is always a time for reflection, and we at @chemistry_fund sat down and wrote our 2026 predictions.

🤖 Computer-Using Agents Become the Next Infrastructure Unlock
 🎨 The Wall Between Design and Engineering Finally Falls
 🎲 Prediction Markets Explode, Paving the Way for New Fintech Opportunities
 🧬 Biology Gets Rewritten for Next-Generation Therapeutics
 🦾 AI Develops Physical World Capabilities
 🏥 Payers Finally Crack the Code on AI Reimbursement
 🌍 Open Source Closes the Gap… and Expands the Frontier
 🧑💻 Computer-Use Breakthroughs Make the Forward-Deployed Engineer Obsolete
 🛡️ AI Infrastructure Rebuilds Itself Around Safety, Control, and Real Work
 🧠 Consumer AI Finally Becomes Personalized

@Mark_Goldberg_ @ethankurz @loubohan @ivory_tang

2025 flew by! The end of the year is always a time for reflection, and we at @chemistry_fund sat down and wrote our 2026 predictions. 🤖 Computer-Using Agents Become the Next Infrastructure Unlock 🎨 The Wall Between Design and Engineering Finally Falls 🎲 Prediction Markets Explode, Paving the Way for New Fintech Opportunities 🧬 Biology Gets Rewritten for Next-Generation Therapeutics 🦾 AI Develops Physical World Capabilities 🏥 Payers Finally Crack the Code on AI Reimbursement 🌍 Open Source Closes the Gap… and Expands the Frontier 🧑💻 Computer-Use Breakthroughs Make the Forward-Deployed Engineer Obsolete 🛡️ AI Infrastructure Rebuilds Itself Around Safety, Control, and Real Work 🧠 Consumer AI Finally Becomes Personalized @Mark_Goldberg_ @ethankurz @loubohan @ivory_tang

Read the full 2026 prediction blog - https://t.co/YnllmvRRtg

avatar for Kristina Shen
Kristina Shen
Wed Dec 17 18:11:23
as for CWM, basically everybody in codegen is buzzing about it and planning to do some kind of experiment around these ideas in 2026.

https://t.co/u4owMuvtLo

@jacob_d_kahn delivered a super polished talk - this slide is the second i've seen since @xai that is seriously talking about pretrain-scale RL midtraining, and then he shares even more detail about the sheer infra you need to build to support this.

as for CWM, basically everybody in codegen is buzzing about it and planning to do some kind of experiment around these ideas in 2026. https://t.co/u4owMuvtLo @jacob_d_kahn delivered a super polished talk - this slide is the second i've seen since @xai that is seriously talking about pretrain-scale RL midtraining, and then he shares even more detail about the sheer infra you need to build to support this.

achieve ambition with intentionality, intensity, & integrity i made: - @dxtipshq - @cognition - @sveltesociety - @aidotengineer - @latentspacepod + @smol_ai

avatar for swyx
swyx
Wed Dec 17 18:09:39
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