Assess whether the control plane actually controls production traffic (a28461)

SITUATION Content-attribution program lead is responsible for the control plane actually in a firm whose vendor MSA is silent on training rights, using reconciliation policy when two models split on materiality as the only working extract. A customer discovering AI copy with no disclosure is what reset the timeline for this AI Governance Layer Lifecycle and Accountability file.

DECISION Content-attribution program lead in a firm whose vendor MSA is silent on training rights must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using reconciliation policy when two models split on materiality after a customer discovering AI copy with no disclosure.

HYPOTHESES TO TEST 1. The population in reconciliation policy when two models split on materiality is the one a customer discovering AI copy with no disclosure named, so Policy or governance breach follows for this Lifecycle and Accountability file. 2. The population in reconciliation policy when two models split on materiality is adjacent only to a customer discovering AI copy with no disclosure; Model defect is the honest AI Governance Layer call. 3. A firm whose vendor MSA is silent on training rights already contained a customer discovering AI copy with no disclosure before reconciliation policy when two models split on materiality arrived; no new Lifecycle and Accountability path. 4. Provenance on reconciliation policy when two models split on materiality after a customer discovering AI copy with no disclosure is broken; do not pick Policy or governance breach or Model defect yet.

ANALYSIS REQUIRED 1. Test whether a customer discovering AI copy with no disclosure changed routing, logging, or human-in-the-loop on the live agent path. 2. Score whether the agent action in reconciliation policy when two models split on materiality was in-policy, out-of-policy, or unlogged. 3. Confirm the inventory line still matches the running configuration in a firm whose vendor MSA is silent on training rights. 4. For this AI Governance Layer Lifecycle and Accountability file, read reconciliation policy when two models split on materiality against a customer discovering AI copy with no disclosure and write the one fact that would move the control plane actually for content-attribution program lead.

RECOMMENDATION Choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact on this AI Governance Layer / Lifecycle and Accountability packet (reconciliation policy when two models split on materiality after a customer discovering AI copy with no disclosure). The follow-on Lifecycle and Accountability action is what content-attribution program lead does next: implement the option, assign an owner, and log the missing fact.