Preprint Open access
Physis-Lang: Self-Evolving Language as a Physical Representation for Video World Model
Video world models are expected to predict how the physical world evolves, yet they often produce visually plausible videos that violate basic physical principles. Existing approaches commonly assume that natural language is insufficient to represent the physical knowledge required for reliable generation, and therefor …