One Token Per Frame: Reconsidering Visual Bandwidth in World Models for VLA Policy.

arXiv:2605.07931v4 Announce Type: replace-cross Abstract: Vision-language-action (VLA) models can use visual prediction to anticipate future states, but dense visual features make the generative sequence grow with the number of camera views, prediction horizon