Evidence of Absence: Cross-Modal Abductive Risk Perception to Sustain World Models When Vision Fails

Cong Xu, Ravi Sankar

A structured world-state (entities, relations, context, and predictive cues) is designed to preserve prediction-critical content when perception degrades, but it presumes observati…