Assess whether a split between models is a review queue or noise (0096c6)

Situation

Multi-model disagreement log on production cases arrived with two production models recommending opposite actions on the same file for AI committee secretariat. That is a AI Governance Layer Audit and Vendor Terms decision on a split between models in a manufacturer sunsetting a vision model still used in QA.

Decision

AI committee secretariat in a manufacturer sunsetting a vision model still used in QA must choose A split between models is a review queue / Noise using multi-model disagreement log on production cases after two production models recommending opposite actions on the same file.

Hypotheses to test

• AI committee secretariat can defend A split between models is a review queue 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.
• AI committee secretariat cannot defend A split between models is a review queue from multi-model disagreement log on production cases; Noise is what the extract actually supports after two production models recommending opposite actions on the same file.
• 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 a split between models.
• Two facts in multi-model disagreement log on production cases after two production models recommending opposite actions on the same file conflict for AI committee secretariat; hold this Audit and Vendor Terms file.

Analysis required

• Map the control-plane score in multi-model disagreement log on production cases to the policy gate AI committee secretariat can enforce.
• Name the override that would let a split between models proceed without a silent bypass.
• 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.
• For this AI Governance Layer Audit and Vendor Terms 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 a split between models for AI committee secretariat.

Recommendation