Assess whether monitoring detects drift or only outages (cec063)

SITUATION Lifecycle and Accountability work in a bank running three models on the same credit file now turns on monitoring detects drift or because an examiner asking who authorized last Tuesday's model output put agent permissioning that allows external side effects in play. Lifecycle and Accountability work in a bank running three models on the same credit file now turns on monitoring detects drift or because an examiner asking who authorized last Tuesday's model output put agent permissioning that allows external side effects in play; model-deprecation manager should say what agent permissioning that allows external side effects proves for AI Governance Layer.

DECISION Model-deprecation manager in a bank running three models on the same credit file must choose Monitoring detects drift / Only outages using agent permissioning that allows external side effects after an examiner asking who authorized last Tuesday's model output.

HYPOTHESES TO TEST 1. An examiner asking who authorized last Tuesday's model output is noise around an already-controlled Lifecycle and Accountability process in a bank running three models on the same credit file, given agent permissioning that allows external side effects. 2. An examiner asking who authorized last Tuesday's model output is the event in agent permissioning that allows external side effects that forces Monitoring detects drift for model-deprecation manager under AI Governance Layer. 3. Agent permissioning that allows external side effects shows a one-file miss after an examiner asking who authorized last Tuesday's model output, not a Lifecycle and Accountability program failure. 4. Agent permissioning that allows external side effects cannot decide monitoring detects drift or yet after an examiner asking who authorized last Tuesday's model output; hold is the only AI Governance Layer close a bank running three models on the same credit file can defend.

ANALYSIS REQUIRED 1. Map the control-plane score in agent permissioning that allows external side effects to the policy gate model-deprecation manager can enforce. 2. Name the override that would let monitoring detects drift or proceed without a silent bypass. 3. 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. 4. For this AI Governance Layer Lifecycle and Accountability file, read agent permissioning that allows external side effects 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 / Lifecycle and Accountability packet (agent permissioning that allows external side effects after an examiner asking who authorized last Tuesday's model output). If agent permissioning that allows external side effects cannot force a AI Governance Layer label under Lifecycle and Accountability, stop. If agent permissioning that allows external side effects after an examiner asking who authorized last Tuesday's model output cannot support Monitoring detects drift versus Only outages on this AI Governance Layer Lifecycle and Accountability close, model-deprecation manager must leave the classification unresolved and name the missing control or provenance fact.