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AI-MODEL-GOVERNANCE5 MIN READ

Do Not Trust The Average Metric

Choose evaluation slices that reveal risk hidden by aggregate AI model metrics.

The collections model has a strong overall precision score, but complaints cluster in specific operating conditions. The governance question is which evaluation request will reveal whether the model is safe enough for rollout.

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