Evaluation blindness: silent measurement failures can hide AI system faults from training to deployment
Read the original at arxiv.org→arXiv:2608.02786v1 Announce Type: new Abstract: AI systems can fail silently. The failure propagates through training loops, evaluation pipelines, and production monitoring stacks until downstream harm makes it...
Original headline: "Evaluation Blindness: How Silent Measurement Failures Corrupt AI Systems from Training to Deployment"
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- Aug 5, 04:00 UTC arXiv cs.LG lead source Evaluation Blindness: How Silent Measurement Failures Corrupt AI Systems from Training to Deployment