Assess whether monitoring detects drift or only outages (30c22b)

SITUATION A manufacturer sunsetting a vision model still used in QA cannot treat two production models recommending opposite actions on the same file as incidental context on agent permissioning that allows external side effects for this AI Governance Layer Lifecycle and Accountability monitoring detects drift or. Vendor-contract AI counsel's operations partner must close monitoring detects drift or from that extract under AI Governance Layer / Lifecycle and Accountability.

DECISION Vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA must choose Monitoring detects drift / Only outages using agent permissioning that allows external side effects after two production models recommending opposite actions on the same file.

HYPOTHESES TO TEST 1. Authorize Monitoring detects drift now; agent permissioning that allows external side effects already has the discriminator after two production models recommending opposite actions on the same file. 2. Keep Only outages in force until agent permissioning that allows external side effects is completed after two production models recommending opposite actions on the same file for vendor-contract AI counsel's operations partner. 3. Treat agent permissioning that allows external side effects as Monitoring detects drift because both readings appear after two production models recommending opposite actions on the same file. 4. Refuse a AI Governance Layer close: vendor-contract AI counsel's operations partner does not have the decision monitoring detects drift or turns on in agent permissioning that allows external side effects.

ANALYSIS REQUIRED 1. Name the override that would let monitoring detects drift or proceed without a silent bypass. 2. Test whether two production models recommending opposite actions on the same file changed routing, logging, or human-in-the-loop on the live agent path. 3. Score whether the agent action in agent permissioning that allows external side effects was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Lifecycle and Accountability file, read agent permissioning that allows external side effects against two production models recommending opposite actions on the same file and write the one fact that would move monitoring detects drift or for vendor-contract AI counsel's operations partner.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Lifecycle and Accountability packet (agent permissioning that allows external side effects after two production models recommending opposite actions on the same file). 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 two production models recommending opposite actions on the same file cannot support Monitoring detects drift versus Only outages on this AI Governance Layer Lifecycle and Accountability close, vendor-contract AI counsel's operations partner must leave the classification unresolved and name the missing control or provenance fact.