Assess whether generated content is attributable enough for regulators

SITUATION AI committee secretariat in a regulated entity that cannot reconstruct last month's decisions has one working extract — post-deployment monitoring that only tracks uptime — after a human reviewer who clicked approve in under two seconds. If post-deployment monitoring that only tracks uptime cannot support generated content is attributable, the only defensible AI Governance Layer output is hold.

DECISION AI committee secretariat in a regulated entity that cannot reconstruct last month's decisions must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using post-deployment monitoring that only tracks uptime after a human reviewer who clicked approve in under two seconds.

HYPOTHESES TO TEST 1. Post-deployment monitoring that only tracks uptime reads as Policy or governance breach once a human reviewer who clicked approve in under two seconds is lined up to the same AI Governance Layer population. 2. Post-deployment monitoring that only tracks uptime is closer to Model defect after a human reviewer who clicked approve in under two seconds; Policy or governance breach would over-claim this Control Plane and Scoring extract. 3. Dual failure is still live in post-deployment monitoring that only tracks uptime for AI committee secretariat in a regulated entity that cannot reconstruct last month's decisions. 4. Post-deployment monitoring that only tracks uptime is missing the fact AI committee secretariat needs after a human reviewer who clicked approve in under two seconds; stop this AI Governance Layer close.

ANALYSIS REQUIRED 1. Name the override that would let generated content is attributable proceed without a silent bypass. 2. Test whether a human reviewer who clicked approve in under two seconds changed routing, logging, or human-in-the-loop on the live agent path. 3. Score whether the agent action in post-deployment monitoring that only tracks uptime was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Control Plane and Scoring file, read post-deployment monitoring that only tracks uptime against a human reviewer who clicked approve in under two seconds and write the one fact that would move generated content is attributable for AI committee secretariat.

RECOMMENDATION Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Control Plane and Scoring packet (post-deployment monitoring that only tracks uptime after a human reviewer who clicked approve in under two seconds). The follow-on Control Plane and Scoring action is what AI committee secretariat does next: implement the option, assign an owner, and log the missing fact.