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Evaluation Blindness: How Silent Measurement Failures Corrupt AI Systems from Training to Deployment
arXiv cs.LG — Machine Learning
Factual evidence
What the source reports
Research defines 'evaluation blindness,' where AI monitoring systems fail to detect performance degradation, showing false healthy states.
Open source