Published November 4, 2026
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AI test scores deceive: Eval debt inflates pass rates by 65% vs. fresh golden sets
Authors/Creators
Description
A strict protocol shows eval debt from stale or leaked golden sets inflates AI pass rates by 65%, mandating fresh sealed tests before model promotion or renewal.
Independent technical note mirroring the canonical version: https://enterpriseailabs.io/blog/ai-test-scores-deceive-eval-debt-inflates-pass-rates-by-65-vs-fresh-golden-sets.php
Notes
Independent analysis; not peer-reviewed.