Assess whether monitoring detects drift or only outages (2a6784)

SITUATION Enterprise AI control-plane owner in a hospital committee that never records dissent has one working extract — output-scoring rubric that never fails a high-risk output — after a customer discovering AI copy with no disclosure. If output-scoring rubric that never fails a high-risk output cannot support monitoring detects drift or, the only defensible AI Governance Layer output is hold.

DECISION Enterprise AI control-plane owner in a hospital committee that never records dissent must choose Monitoring detects drift / Only outages using output-scoring rubric that never fails a high-risk output after a customer discovering AI copy with no disclosure.

HYPOTHESES TO TEST 1. Output-scoring rubric that never fails a high-risk output reads as Monitoring detects drift once a customer discovering AI copy with no disclosure 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 a customer discovering AI copy with no disclosure; Monitoring detects drift would over-claim this Lifecycle and Accountability extract. 3. A dual reading is still live in output-scoring rubric that never fails a high-risk output for enterprise AI control-plane owner in a hospital committee that never records dissent. 4. Output-scoring rubric that never fails a high-risk output is missing the fact enterprise AI control-plane owner needs after a customer discovering AI copy with no disclosure; 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 a customer discovering AI copy with no disclosure 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 Lifecycle and Accountability file, read output-scoring rubric that never fails a high-risk output against a customer discovering AI copy with no disclosure and write the one fact that would move monitoring detects drift or for enterprise AI control-plane owner.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Lifecycle and Accountability packet (output-scoring rubric that never fails a high-risk output after a customer discovering AI copy with no disclosure). The follow-on Lifecycle and Accountability action is what enterprise AI control-plane owner 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 output-scoring rubric that never fails a high-risk output, then the action for enterprise AI control-plane owner - Hypothesis scorecard against output-scoring rubric that never fails a high-risk output: supported / rejected / untestable - Missing page in output-scoring rubric that never fails a high-risk output after a customer discovering AI copy with no disclosure, if any - Regulatory or exam hook Lifecycle and Accountability would cite