Assess whether monitoring detects drift or only outages (4e1270)

SITUATION Decision-audit designer in a hospital committee that never records dissent has one working extract — deprecation plan for a model still in a batch job — after two production models recommending opposite actions on the same file. If deprecation plan for a model still in a batch job cannot support monitoring detects drift or, the only defensible AI Governance Layer output is hold.

DECISION Decision-audit designer in a hospital committee that never records dissent must choose Monitoring detects drift / Only outages using deprecation plan for a model still in a batch job after two production models recommending opposite actions on the same file.

HYPOTHESES TO TEST 1. Authorize Monitoring detects drift now; deprecation plan for a model still in a batch job already has the discriminator after two production models recommending opposite actions on the same file. 2. Keep Only outages in force until deprecation plan for a model still in a batch job is completed after two production models recommending opposite actions on the same file for decision-audit designer. 3. Treat deprecation plan for a model still in a batch job 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: decision-audit designer does not have the decision monitoring detects drift or turns on in deprecation plan for a model still in a batch job.

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 deprecation plan for a model still in a batch job was in-policy, out-of-policy, or unlogged. 4. For this AI Governance Layer Audit and Vendor Terms file, read deprecation plan for a model still in a batch job against two production models recommending opposite actions on the same file and write the one fact that would move monitoring detects drift or for decision-audit designer.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Audit and Vendor Terms packet (deprecation plan for a model still in a batch job after two production models recommending opposite actions on the same file). Lead with the AI Governance Layer option deprecation plan for a model still in a batch job can support after two production models recommending opposite actions on the same file, then the two facts that force it, then the Monday action for decision-audit designer in a hospital committee that never records dissent.