Assess whether monitoring detects drift or only outages (7b43f7)

SITUATION An examiner asking who authorized last Tuesday's model output raised whether monitoring detects drift or only outages for model-deprecation manager at a company whose agents can send email without a gate. Output-scoring rubric that never fails a high-risk output is incomplete relative to that question, so Hold remains live until the file is complete.

DECISION Model-deprecation manager in a company whose agents can send email without a gate must choose Monitoring detects drift / Only outages using output-scoring rubric that never fails a high-risk output after an examiner asking who authorized last Tuesday's model output.

HYPOTHESES TO TEST 1. Output-scoring rubric that never fails a high-risk output 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. Output-scoring rubric that never fails a high-risk output is closer to Only outages after an examiner asking who authorized last Tuesday's model output; Monitoring detects drift would over-claim this Audit and Vendor Terms extract. 3. A dual reading is still live in output-scoring rubric that never fails a high-risk output for model-deprecation manager in a company whose agents can send email without a gate. 4. Output-scoring rubric that never fails a high-risk output is missing the fact model-deprecation manager 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 output-scoring rubric that never fails a high-risk output was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Audit and Vendor Terms file, read output-scoring rubric that never fails a high-risk output against an examiner asking who authorized last Tuesday's model output and write the one fact that would move monitoring detects drift or for model-deprecation manager.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Audit and Vendor Terms packet (output-scoring rubric that never fails a high-risk output after an examiner asking who authorized last Tuesday's model output). If output-scoring rubric that never fails a high-risk output cannot force a AI Governance Layer label under Audit and Vendor Terms, stop. If output-scoring rubric that never fails a high-risk output after an examiner asking who authorized last Tuesday's model output cannot support Monitoring detects drift versus Only outages on this AI Governance Layer Audit and Vendor Terms close, model-deprecation manager must leave the classification unresolved and name the missing control or provenance fact.