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Evaluation Debt

1 article

Evaluation Debt Is Becoming AI’s Quiet Production Failure

AIRewritten

db#5381

Mallika Rao warns that production AI fails where metrics stop looking

AI systems do not always fail loudly; often they drift into semantic mistakes that existing metrics never catch.

29 May 2026