Tri-Info: Generalizable, Interpretable Failure Prediction for VLA Models via Information Theory

Jinghan Yang, Yunchao Zhang, Wang Yuan +4

Vision-Language-Action (VLA) models are increasingly deployed across diverse tasks, yet they remain black boxes whose physical interactions can cause irreversible harm, making gene…