Assess whether the control plane actually controls production traffic (aa3d35)
August 31, 2026
SITUATION Two production models recommending opposite actions on the same file raised whether the control plane actually controls production traffic for vendor-contract AI counsel's operations partner at an enterprise that just bought an AI 'control plane' vendor. Deprecation plan for a model still in a batch job is incomplete relative to that question, so Hold for the missing fact remains live until the file is complete.
DECISION Vendor-contract AI counsel's operations partner in an enterprise that just bought an AI 'control plane' vendor must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact 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 Policy or governance breach 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 Model defect 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 vendor-contract AI counsel's operations partner. 3. Treat deprecation plan for a model still in a batch job as Dual failure 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 the control plane actually turns on in deprecation plan for a model still in a batch job.
ANALYSIS REQUIRED 1. Map the control-plane score in deprecation plan for a model still in a batch job to the policy gate vendor-contract AI counsel's operations partner can enforce. 2. Name the override that would let the control plane actually proceed without a silent bypass. 3. 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. 4. For this AI Governance Layer Control Plane and Scoring 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 the control plane actually for vendor-contract AI counsel's operations partner.
RECOMMENDATION Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Control Plane and Scoring 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 vendor-contract AI counsel's operations partner in an enterprise that just bought an AI 'control plane' vendor.
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