IFM releases PAN 2, an open world model that predicts the next world, not word

HongyiWang10 · x · 2026-11-11

IFM's PAN team announced PAN 2, an open foundation world model for physical intelligence built on a Generative Latent Prediction (GLP) architecture. Instead of predicting the next word, PAN 2 predicts the next world after each action, grounded in time, physics and space. Xing frames it as operating in an "Aristotelian" rather than "Platonic" world: six capability dimensions (obeying physics, coherence over history, persistence beyond sight, constraint conformity, viewpoint invariance, objective dynamism) plus three advanced functions — an action/plan-steerable world simulator, enabling simulative reasoning and thought experiments so agents can solve complex tasks, all fully auditable. Full paper to follow.

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