awni.bsky.social
@awni.bsky.social
phd student @ yale statistics & data science
studying the foundations of machine intelligence
awni.xyz
studying the foundations of machine intelligence
awni.xyz
🌟🔗 Spotlight #NeurIPS2025 Paper on the Foundations of Chain-of-Thought Learning 🔗🌟
Excited to share our work developing a learning-theoretic account of the statistical advantage of chain-of-thought supervision in reasoning systems!
Blog: awni.xyz/cot-info
👇🧵
[1/n]
Excited to share our work developing a learning-theoretic account of the statistical advantage of chain-of-thought supervision in reasoning systems!
Blog: awni.xyz/cot-info
👇🧵
[1/n]
November 25, 2025 at 4:27 AM
🌟🔗 Spotlight #NeurIPS2025 Paper on the Foundations of Chain-of-Thought Learning 🔗🌟
Excited to share our work developing a learning-theoretic account of the statistical advantage of chain-of-thought supervision in reasoning systems!
Blog: awni.xyz/cot-info
👇🧵
[1/n]
Excited to share our work developing a learning-theoretic account of the statistical advantage of chain-of-thought supervision in reasoning systems!
Blog: awni.xyz/cot-info
👇🧵
[1/n]