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

arXiv:2610.32208v1 Announce Type: cross Abstract: 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 work, we show that sparse autoe