Perceives but Doesn't Brake: A Perception-Action Binding Gap in Reasoning Driving VLAs.

arXiv:2610.28184v1 Announce Type: cross Abstract: Reasoning-augmented vision-language-action (VLA) driving models can perceive and reason about safety-critical hazards yet fail to translate that evidence into safe actions. We characterize this failure as a per