Escaping the Agreement Trap: Defensibility Signals for Evaluating Rule-Governed AI.

This paper introduces Defensibility Signals to evaluate rule-governed AI systems, particularly in content moderation, formalizing policy-grounded correctness and offering methods like the Defensibility Index (DI) to assess reasoning stability.