FARM: Reading Failure Signals from the Internal Predictive States of a Frozen Robotic World Model

Haoran Pei, Mingrui Luo, Senbao Wang +4

Reliable robot deployment requires online failure monitoring, yet existing monitors mainly derive risk from proxy signals or train dedicated monitoring components. We ask whether t…