Anatomy of a Closed-Loop Collapse: A Causal Case Study of a Compressed VLA Policy

Fengze Jia

Compressed manipulation policies can pass offline evaluation while failing in closed-loop execution; this dissociation is established in prior work and is not our claim. We contrib…