Six Bets on Auto-Research

Can scientific research be made explicit and externalized? Different answers lead to different Auto-Research technical routes.

9 min read   ·   September 09, 2026

2026   ·   Physics-of-AI   Methodology     ·   AI  

Foundation Model or Not?

9 min read   ·   August 30, 2026

2026   ·   Physics-of-AI   Methodology     ·   AI  

A True World Model Requires Mixture of Compression

3 min read   ·   August 29, 2026

2026   ·   Physics-of-AI   Methodology     ·   AI  

AI finally enters its Tycho stage

7 min read   ·   August 13, 2026

2026   ·   Physics-of-AI   Methodology     ·   AI  

Discovering 108 tricks to accelerate grokking

4 min read   ·   June 22, 2026

2026   ·   Physics-of-AI   Methodology   Research-agent   Learning-mechanics     ·   AI