Frozen Flows Forget: Diagnosing and Restoring Lost Motion in a Latent-flow World Model

Xiwen Chen, Rigaudiere Z. Li, Zhiruo Zhou +2

Latent world models that integrate a flow in a frozen self supervised latent space train stably and cheaply, yet silently lose the property manipulation depends on most: motion. Th…