Most of reality is never written down. We align models that learn the world by imagining what happens next.

Physical Reasoning is an independent research collective exploring the frontier of spatial intelligence: world models that internalize physical dynamics, objects, agents, and cause, so machines can simulate consequences before they act.

Rollouts, our research notes →
live — left is the world, right is the model's guess eight steps ahead. move your cursor over the left half to intervene.

Founded by technical leaders and researchers at