Post-Audit Mirage: Identifiability Limits of Offline Agent Verification

Aman Behera, Payal Payal

Offline tests can fail to reveal whether an agent update will remain safe after deployment. We operationalize this post-audit mirage using matched safe and harmful lifecycles that…