Assess whether audits can reconstruct who authorized what (23518d)

Situation

In a manufacturer sunsetting a vision model still used in QA, agent permissioning that allows external side effects is the evidence after a split so frequent that the queue is being auto-cleared. Vendor-contract AI counsel's operations partner has to pick Policy or governance breach or Model defect for this AI Governance Layer Lifecycle and Accountability close using agent permissioning that allows external side effects.

Decision

Vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using agent permissioning that allows external side effects after a split so frequent that the queue is being auto-cleared.

Hypotheses to test

• Agent permissioning that allows external side effects reads as Policy or governance breach once a split so frequent that the queue is being auto-cleared is lined up to the same AI Governance Layer population.
• Agent permissioning that allows external side effects is closer to Model defect after a split so frequent that the queue is being auto-cleared; Policy or governance breach would over-claim this Lifecycle and Accountability extract.
• Dual failure is still live in agent permissioning that allows external side effects for vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA.
• Agent permissioning that allows external side effects is missing the fact vendor-contract AI counsel's operations partner needs after a split so frequent that the queue is being auto-cleared; stop this AI Governance Layer close.

Analysis required

• Test whether a split so frequent that the queue is being auto-cleared changed routing, logging, or human-in-the-loop on the live agent path.
• Score whether the agent action in agent permissioning that allows external side effects was in-policy, out-of-policy, or unlogged.
• Confirm the inventory line still matches the running configuration in a manufacturer sunsetting a vision model still used in QA.
• For this AI Governance Layer Lifecycle and Accountability file, read agent permissioning that allows external side effects against a split so frequent that the queue is being auto-cleared and write the one fact that would move audits can reconstruct who for vendor-contract AI counsel's operations partner.