Assess whether audits can reconstruct who authorized what (72a158)

Situation

Lifecycle and Accountability work in an enterprise that just bought an AI 'control plane' vendor now turns on audits can reconstruct who because a scorecard that rated 100% of outputs 'acceptable' put multi-model disagreement log on production cases in play. Post-deployment monitoring owner should say what multi-model disagreement log on production cases proves.

Decision

Post-deployment monitoring owner in an enterprise that just bought an AI 'control plane' vendor must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using multi-model disagreement log on production cases after a scorecard that rated 100% of outputs 'acceptable'.

Hypotheses to test

• The population in multi-model disagreement log on production cases is the one a scorecard that rated 100% of outputs 'acceptable' named, so Policy or governance breach follows for this Lifecycle and Accountability file.
• The population in multi-model disagreement log on production cases is adjacent only to a scorecard that rated 100% of outputs 'acceptable'; Model defect is the honest AI Governance Layer call.
• An enterprise that just bought an AI 'control plane' vendor already contained a scorecard that rated 100% of outputs 'acceptable' before multi-model disagreement log on production cases arrived; no new Lifecycle and Accountability path.
• Provenance on multi-model disagreement log on production cases after a scorecard that rated 100% of outputs 'acceptable' is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Confirm the inventory line still matches the running configuration in an enterprise that just bought an AI 'control plane' vendor.
• Map the control-plane score in multi-model disagreement log on production cases to the policy gate post-deployment monitoring owner can enforce.
• Name the override that would let audits can reconstruct who proceed without a silent bypass.
• For this AI Governance Layer Lifecycle and Accountability file, read multi-model disagreement log on production cases against a scorecard that rated 100% of outputs 'acceptable' and write the one fact that would move audits can reconstruct who for post-deployment monitoring owner.

Recommendation