Assess whether agents must have a human gate for external actions (647c5c)

Situation

In a hospital committee that never records dissent, multi-model disagreement log on production cases is the evidence after a split so frequent that the queue is being auto-cleared. Enterprise AI control-plane owner has to pick Policy or governance breach or Model defect for this AI Governance Layer Lifecycle and Accountability close using multi-model disagreement log on production cases.

Decision

Enterprise AI control-plane owner in a hospital committee that never records dissent 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 split so frequent that the queue is being auto-cleared.

Hypotheses to test

• Multi-model disagreement log on production cases reads as Policy or governance breach once a split so frequent that the queue is being auto-cleared is lined up to the same AI Governance Layer population.
• Multi-model disagreement log on production cases is closer to Model defect after a split so frequent that the queue is being auto-cleared; Policy or governance breach would over-claim this Lifecycle and Accountability extract.
• Dual failure is still live in multi-model disagreement log on production cases for enterprise AI control-plane owner in a hospital committee that never records dissent.
• Multi-model disagreement log on production cases is missing the fact enterprise AI control-plane owner needs after a split so frequent that the queue is being auto-cleared; stop this AI Governance Layer close.

Analysis required

• Test whether a split so frequent that the queue is being auto-cleared changed routing, logging, or human-in-the-loop on the live agent path.
• 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 hospital committee that never records dissent.
• For this AI Governance Layer Lifecycle and Accountability file, read multi-model disagreement log on production cases against a split so frequent that the queue is being auto-cleared and write the one fact that would move agents must have a human gate for enterprise AI control-plane owner.

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