Assess whether audits can reconstruct who authorized what (b1b0fa)

Situation

Reconciliation policy when two models split on materiality arrived with a human reviewer who clicked approve in under two seconds for content-attribution program lead. That is a AI Governance Layer Lifecycle and Accountability decision on audits can reconstruct who in a firm whose vendor MSA is silent on training rights.

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 human reviewer who clicked approve in under two seconds.

Hypotheses to test

• A human reviewer who clicked approve in under two seconds is noise around an already-controlled Lifecycle and Accountability process in a firm whose vendor MSA is silent on training rights, given reconciliation policy when two models split on materiality.
• A human reviewer who clicked approve in under two seconds is the event in reconciliation policy when two models split on materiality that forces Policy or governance breach for content-attribution program lead under AI Governance Layer.
• Reconciliation policy when two models split on materiality shows a one-file miss after a human reviewer who clicked approve in under two seconds, not a Lifecycle and Accountability program failure.
• Reconciliation policy when two models split on materiality cannot decide audits can reconstruct who yet after a human reviewer who clicked approve in under two seconds; hold is the only AI Governance Layer close a firm whose vendor MSA is silent on training rights can defend.

Analysis required

• Name the override that would let audits can reconstruct who proceed without a silent bypass.
• Test whether a human reviewer who clicked approve in under two seconds changed routing, logging, or human-in-the-loop on the live agent path.
• Score whether the agent action in reconciliation policy when two models split on materiality was in-policy, out-of-policy, or unlogged.
• For this AI Governance Layer Lifecycle and Accountability file, read reconciliation policy when two models split on materiality against a human reviewer who clicked approve in under two seconds and write the one fact that would move audits can reconstruct who for content-attribution program lead.