SFS E / SF 8

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Status: Question model review passed; solution and completed SF authoring pending.

This is a generated authoring draft. Human approval and operational assessment results have not been supplied.

Question

Did the organization maintain documented evidence confirming that bias mitigation measures for AI systems were validated as effective through independent testing against fairness metrics before deployment throughout the review period?

Plain-language explanation

Model-reviewed question draft. Completed explanations and a canonical solution are pending. The proposed positive criterion is: Documented independent validation tests showing mitigation measures effectively addressed identified biases per defined fairness metrics

Assessment criterion and evidence

Actor: Organization responsible for AI system development and deployment. Scope: All AI systems undergoing deployment during the review period. Evidence period: Entire review period up to assessment date. Required evidence: Records of independent testing protocols for bias mitigation validation; Test results demonstrating effectiveness against defined fairness metrics; Documentation linking mitigation measures to test outcomes. Negative criterion: Absence of validation evidence, or evidence showing ineffective mitigations. Missing evidence: Pending until validation documentation is provided

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Assessment result: unset.