Refuse, Decompose, Refresh: A Claim-Safe Protocol for Closed-Loop AI Evaluation.

arXiv:2609.20538v1 Announce Type: new Abstract: An AI evaluation can be perfectly reproducible and still support the wrong claim. This risk is acute in closed-loop systems: policy determines visited states, observable components, and which failures leave a mea