Blog
The Goal of Science Is Not to Win
Before AI can discover what humanity does not know, it must first learn to discover what it does not know.
AI Should Build Its Own Research World Model
Opus 4.8 Cleared ARC-AGI’s Final Level in One Shot.
The Second Half of AI for Science
Make the node 10× smarter and leave the network untouched — you don't get 10× science. The second half is about rebuilding the ecosystem, not the scientist.
The Last Human-Written Paper
When neither the author nor the audience is human, the three-century-old paper format stops making sense.