SAFECAST — Robust Failure Detection for VLA Policies

Developed a runtime failure-detection framework for Vision-Language-Action robot policies using perturbation-augmented hidden-state probes and conformal calibration. Evaluated π₀, π₀-FAST, and OpenVLA under visual, language, and initial-state distribution shifts across simulation and real-world manipulation.