Early Warning Signals for OpenVLA Failure under Visual Distribution Shift
This paper demonstrates that lightweight probes trained on OpenVLA's internal feedforward activations can effectively predict near-term task failures caused by visual distribution shifts like occlusion, achieving high accuracy without requiring changes to the underlying policy.