Assess whether monitoring detects drift or only outages (a96660)

SITUATION The Lifecycle and Accountability working file is multi-model disagreement log on production cases after two production models recommending opposite actions on the same file. Multi-model reconciliation lead in a regulated entity that cannot reconstruct last month's decisions must name Monitoring detects drift or Only outages for this AI Governance Layer file. Multi-model reconciliation lead in a regulated entity that cannot reconstruct last month's decisions has to name Monitoring detects drift or Only outages for this AI Governance Layer Lifecycle and Accountability file.

DECISION Multi-model reconciliation lead in a regulated entity that cannot reconstruct last month's decisions must choose Monitoring detects drift / Only outages using multi-model disagreement log on production cases after two production models recommending opposite actions on the same file.

HYPOTHESES TO TEST 1. Multi-model reconciliation lead can defend Monitoring detects drift from multi-model disagreement log on production cases after two production models recommending opposite actions on the same file in a AI Governance Layer challenge. 2. Multi-model reconciliation lead cannot defend Monitoring detects drift from multi-model disagreement log on production cases; Only outages is what the extract actually supports after two production models recommending opposite actions on the same file. 3. Two production models recommending opposite actions on the same file never reached the population in multi-model disagreement log on production cases — reopen intake, do not close monitoring detects drift or. 4. Two facts in multi-model disagreement log on production cases after two production models recommending opposite actions on the same file conflict for multi-model reconciliation lead; hold this Lifecycle and Accountability file.

ANALYSIS REQUIRED 1. 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. 2. Score whether the agent action in multi-model disagreement log on production cases was in-policy, out-of-policy, or unlogged. 3. Confirm the inventory line still matches the running configuration in a regulated entity that cannot reconstruct last month's decisions. 4. For this AI Governance Layer Lifecycle and Accountability file, read multi-model disagreement log on production cases against two production models recommending opposite actions on the same file and write the one fact that would move monitoring detects drift or for multi-model reconciliation lead.

RECOMMENDATION Choose Monitoring detects drift / Only outages on this AI Governance Layer / Lifecycle and Accountability packet (multi-model disagreement log on production cases after two production models recommending opposite actions on the same file). Lead with the AI Governance Layer option multi-model disagreement log on production cases 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 multi-model reconciliation lead in a regulated entity that cannot reconstruct last month's decisions.