Classify common AI governance artifacts by the ethical job they perform.
Sort each artifact by the main ethics control it provides. Fairness evidence Transparency aid Accountability control Subgroup error analysis fairness User appeal path transparency Rollback owner accountability Plain AI notice Segment drift check AI incident log Ethics control mapping Practiced matching AI ethics artifacts to the control they actually create. Ask: does this measure unequal outcomes, explain the system, or assign responsibility?
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