Writing

Training a small model to read typing as a stream and learn when not to act.

A postmortem on world models, failed assumptions, and research habits.

Turning compression into an RL problem and watching models invent compact languages.

What hidden-information games reveal about deception learned from reward.

Moving an unusual distributed RL setup onto a research API.