Assess whether agents must have a human gate for external actions (65d114)

Situation

In a publisher needing provenance on generated copy, post-deployment monitoring that only tracks uptime is the evidence after an agent that refunded customers above its limit. AI committee secretariat has to pick Policy or governance breach or Model defect for this AI Governance Layer Lifecycle and Accountability close using post-deployment monitoring that only tracks uptime.

Decision

AI committee secretariat in a publisher needing provenance on generated copy must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using post-deployment monitoring that only tracks uptime after an agent that refunded customers above its limit.

Hypotheses to test

• Post-deployment monitoring that only tracks uptime reads as Policy or governance breach once an agent that refunded customers above its limit is lined up to the same AI Governance Layer population.
• Post-deployment monitoring that only tracks uptime is closer to Model defect after an agent that refunded customers above its limit; Policy or governance breach would over-claim this Lifecycle and Accountability extract.
• Dual failure is still live in post-deployment monitoring that only tracks uptime for AI committee secretariat in a publisher needing provenance on generated copy.
• Post-deployment monitoring that only tracks uptime is missing the fact AI committee secretariat needs after an agent that refunded customers above its limit; stop this AI Governance Layer close.

Analysis required

• Score whether the agent action in post-deployment monitoring that only tracks uptime 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 post-deployment monitoring that only tracks uptime to the policy gate AI committee secretariat can enforce.
• For this AI Governance Layer Lifecycle and Accountability file, read post-deployment monitoring that only tracks uptime against an agent that refunded customers above its limit and write the one fact that would move agents must have a human gate for AI committee secretariat.

Recommendation

Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Lifecycle and Accountability packet (post-deployment monitoring that only tracks uptime after an agent that refunded customers above its limit). The follow-on Lifecycle and Accountability action is what AI committee secretariat does next: implement the option, assign an owner, and log the missing fact.