Sort Controls By RMF Function
Sort AI bias controls into NIST AI RMF functions to identify missing governance coverage.
sort-buckets rmf-map gap-chips Place each control under its primary NIST AI RMF function. Map Measure Manage Govern Define the decision the model changes and the people affected by it. Calculate subgroup false-negative rates at the interview cutoff. Route low-confidence cases for human review until subgroup quality improves. Assign an executive owner for high-impact AI deployments. Document intended use and out-of-scope use before pilot approval. Run language-specific quality tests on the support bot. Set a rollback trigger for any subgroup error gap above the agreed threshold. Require vendor assurance evidence in procurement for sensitive AI tools.
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