Assess whether agents must have a human gate for external actions (dd754d)

Situation

Agents must have a human gate sits with post-deployment monitoring owner because a scorecard that rated 100% of outputs 'acceptable' hit a publisher needing provenance on generated copy. Evidence is multi-model disagreement log on production cases; write the AI Governance Layer Audit and Vendor Terms option that extract can carry.

Decision

Post-deployment monitoring owner in a publisher needing provenance on generated copy 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

• Multi-model disagreement log on production cases reads as Policy or governance breach once a scorecard that rated 100% of outputs 'acceptable' is lined up to the same AI Governance Layer population.
• Multi-model disagreement log on production cases is closer to Model defect after a scorecard that rated 100% of outputs 'acceptable'; Policy or governance breach would over-claim this Audit and Vendor Terms extract.
• Dual failure is still live in multi-model disagreement log on production cases for post-deployment monitoring owner in a publisher needing provenance on generated copy.
• Multi-model disagreement log on production cases is missing the fact post-deployment monitoring owner needs after a scorecard that rated 100% of outputs 'acceptable'; stop this AI Governance Layer close.

Analysis required

• Score whether the agent action in multi-model disagreement log on production cases was in-policy, out-of-policy, or unlogged.
• Confirm the inventory line still matches the running configuration in a publisher needing provenance on generated copy.
• Map the control-plane score in multi-model disagreement log on production cases to the policy gate post-deployment monitoring owner can enforce.
• For this AI Governance Layer Audit and Vendor Terms 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 agents must have a human gate for post-deployment monitoring owner.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Audit and Vendor Terms packet (multi-model disagreement log on production cases after a scorecard that rated 100% of outputs 'acceptable'). Lead with the AI Governance Layer option multi-model disagreement log on production cases can support after a scorecard that rated 100% of outputs 'acceptable', then the two facts that force it, then the Monday action for post-deployment monitoring owner in a publisher needing provenance on generated copy.