Huan Zhang

Interactive video generation systems can now robustly handle latent dependencies by transforming unstructured inputs into executable constraints, achieving a 10.3-point average improvement.

General-purpose VLMs can achieve state-of-the-art zero-shot robot manipulation by directly interpreting observations and issuing actions, eliminating the need for specialized policies or grounding tools.