Asking the World: Generalist Physical Reasoning through Agentic World Modeling and Probing

Shenxiang Zeng, Chen Yang, Peiyao Chen +3

Physical reasoning from video requires inferring latent physical properties and dynamics beyond direct observation. Direct VLM inference remains unreliable on complex physical task…