A model can look strong when teams choose favorable tests after seeing the result.
MODEL & PROVIDER GOVERNANCEAI GOVERNANCE & RISK
Govern Model Evaluations
Evaluation governance defines approved datasets, scorers, thresholds, owners and evidence requirements.
Release thresholds are defined before candidate scoring begins.
Are eval criteria stable and reproducible?
REMEMBERGovern the test, not only the model.
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