Evaluation blindness, silent measurement failure where monitoring looks healthy while systems fail, is formalized, classified into six production classes, and found in 53% of 36 verifiable public incidents.
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Evaluation Blindness: How Silent Measurement Failures Corrupt AI Systems from Training to Deployment
Evaluation blindness, silent measurement failure where monitoring looks healthy while systems fail, is formalized, classified into six production classes, and found in 53% of 36 verifiable public incidents.