Do VLAs Know They Will Fail? Interpretable Success and Failure Patterns in Physical AI Systems

Christian A. Rogers, Qian Lin, Daniel S. Brown

Vision-Language-Action (VLA) models have emerged as powerful general-purpose robot policies, but their successes and failures remain difficult to diagnose and understand. In this w…