Assess whether audits can reconstruct who authorized what (254bc0)

Situation

Reconciliation policy when two models split on materiality arrived with an agent that refunded customers above its limit for enterprise AI control-plane owner. That is a AI Governance Layer Audit and Vendor Terms decision on audits can reconstruct who in a firm whose vendor MSA is silent on training rights.

Decision

Enterprise AI control-plane owner 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 an agent that refunded customers above its limit.

Hypotheses to test

• The population in reconciliation policy when two models split on materiality is the one an agent that refunded customers above its limit named, so Policy or governance breach follows for this Audit and Vendor Terms file.
• The population in reconciliation policy when two models split on materiality is adjacent only to an agent that refunded customers above its limit; Model defect is the honest AI Governance Layer call.
• A firm whose vendor MSA is silent on training rights already contained an agent that refunded customers above its limit before reconciliation policy when two models split on materiality arrived; no new Audit and Vendor Terms path.
• Provenance on reconciliation policy when two models split on materiality after an agent that refunded customers above its limit is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Score whether the agent action in reconciliation policy when two models split on materiality was in-policy, out-of-policy, or unlogged.
• Confirm the inventory line still matches the running configuration in a firm whose vendor MSA is silent on training rights.
• Map the control-plane score in reconciliation policy when two models split on materiality to the policy gate enterprise AI control-plane owner can enforce.
• For this AI Governance Layer Audit and Vendor Terms file, read reconciliation policy when two models split on materiality against an agent that refunded customers above its limit and write the one fact that would move audits can reconstruct who for enterprise AI control-plane owner.

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