Match validation metrics to privacy, utility, fairness, and operational readiness questions.
Place each validation check under the question it actually answers. Privacy risk Task utility Subgroup behavior Operational fit Nearest-neighbor distance from synthetic rows to source rows Exact row match scan Downstream model AUC on held-out real test data Checkout workflow test pass rate Approval-rate gap by age band and employment type Rare cohort count and suppression report Schema validity and accepted enum values Foreign-key integrity across synthetic tables
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