SFS F / 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

Has documented evidence been maintained confirming periodic re-evaluation of fairness metrics against current user demographics for deployed AI systems, with updates applied when significant disparities were detected during the review period?

Plain-language explanation

Model-reviewed question draft. Completed explanations and a canonical solution are pending. The proposed positive criterion is: Verified records of scheduled re-evaluations showing metrics recalculated against current demographic data, with documented mitigation actions when disparities exceeded thresholds

Assessment criterion and evidence

Actor: organization deploying AI systems. Scope: deployed AI systems interacting with end-users throughout operational lifecycle. Evidence period: entire review period from service deployment to present. Required evidence: Scheduled re-evaluation records with timestamps; Demographic composition data used in testing; Disparity measurement results and threshold values; Documented mitigation actions for validated disparities. Negative criterion: No evidence of demographic-based fairness re-evaluations beyond initial deployment validation. Missing evidence: Pending when records exist but lack demographic specificity or recency verification

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Assessment result: unset.