Assess whether monitoring detects drift or only outages (28b8e9)

SITUATION An examiner asking who authorized last Tuesday's model output put enterprise AI risk register with missing owners in front of content-attribution program lead in a firm whose vendor MSA is silent on training rights. This AI Governance Layer / Lifecycle and Accountability close is monitoring detects drift or from enterprise AI risk register with missing owners, and the live options are Monitoring detects drift, Only outages.

DECISION Content-attribution program lead in a firm whose vendor MSA is silent on training rights must choose Monitoring detects drift / Only outages using enterprise AI risk register with missing owners after an examiner asking who authorized last Tuesday's model output.

HYPOTHESES TO TEST 1. Enterprise AI risk register with missing owners reads as Monitoring detects drift once an examiner asking who authorized last Tuesday's model output is lined up to the same AI Governance Layer population. 2. Enterprise AI risk register with missing owners is closer to Only outages after an examiner asking who authorized last Tuesday's model output; Monitoring detects drift would over-claim this Lifecycle and Accountability extract. 3. A dual reading is still live in enterprise AI risk register with missing owners for content-attribution program lead in a firm whose vendor MSA is silent on training rights. 4. Enterprise AI risk register with missing owners is missing the fact content-attribution program lead needs after an examiner asking who authorized last Tuesday's model output; stop this AI Governance Layer close.

ANALYSIS REQUIRED 1. Name the override that would let monitoring detects drift or proceed without a silent bypass. 2. Test whether an examiner asking who authorized last Tuesday's model output changed routing, logging, or human-in-the-loop on the live agent path. 3. Score whether the agent action in enterprise AI risk register with missing owners was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Lifecycle and Accountability file, read enterprise AI risk register with missing owners against an examiner asking who authorized last Tuesday's model output and write the one fact that would move monitoring detects drift or for content-attribution program lead.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Lifecycle and Accountability packet (enterprise AI risk register with missing owners after an examiner asking who authorized last Tuesday's model output). The follow-on Lifecycle and Accountability action is what content-attribution program lead does next: implement the option, assign an owner, and log the missing fact.

COMMAND RETURNS - Bottom-line AI Governance Layer option on monitoring detects drift or, then the evidence in enterprise AI risk register with missing owners, then the action for content-attribution program lead - Hypothesis scorecard against enterprise AI risk register with missing owners: supported / rejected / untestable - Named option among Monitoring detects drift, Only outages and the fact that kills the others - Owner and next date for content-attribution program lead in a firm whose vendor MSA is silent on training rights