replaying 117 frozen cases through a Claude-based preparedness pipeline: a blind neutral prompt falsely reassured in 37.7% of alert cases, and telling the model to disclose its blind spot made it worse (44.9%), while the production pipeline with real alert access scored 0.0% (0/66). Alert data removed the failure; a disclosure instruction did not.