AI Direction

World Models: Three Fights, One Question

Whether to generate pixels, whether video models grasp physics, whether an LLM is already a world model — three debates that are really one question. Plus three bets on how each ends.

Robotics has a scaling law — just not the one you're hoping for

Video gives robots eyes. World models give them imagination. Neither gives them hands. A few thoughts on what robotics' scaling law actually runs on.

Three thoughts on the bitter lesson

Rich Sutton wrote The Bitter Lesson in 2019. In 2025 he came back and said LLMs aren't actually following it. Three thoughts on what's been written between his two chapters.