Assess whether agents must have a human gate for external actions (c82a68)

Situation

Audit and Vendor Terms work in a regulated entity that cannot reconstruct last month's decisions now turns on agents must have a human gate because an agent that refunded customers above its limit put agent permissioning that allows external side effects in play. Audit and Vendor Terms work in a regulated entity that cannot reconstruct last month's decisions now turns on agents must have a human gate because an agent that refunded customers above its limit put agent permissioning that allows external side effects in play; vendor-contract AI counsel's operations partner should say what agent permissioning that allows external side effects proves for AI Governance Layer.

Decision

Vendor-contract AI counsel's operations partner in a regulated entity that cannot reconstruct last month's decisions must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using agent permissioning that allows external side effects after an agent that refunded customers above its limit.

Hypotheses to test

• An agent that refunded customers above its limit is noise around an already-controlled Audit and Vendor Terms process in a regulated entity that cannot reconstruct last month's decisions, given agent permissioning that allows external side effects.
• An agent that refunded customers above its limit is the event in agent permissioning that allows external side effects that forces Policy or governance breach for vendor-contract AI counsel's operations partner under AI Governance Layer.
• Agent permissioning that allows external side effects shows a one-file miss after an agent that refunded customers above its limit, not a Audit and Vendor Terms program failure.
• Agent permissioning that allows external side effects cannot decide agents must have a human gate yet after an agent that refunded customers above its limit; hold is the only AI Governance Layer close a regulated entity that cannot reconstruct last month's decisions can defend.

Analysis required

• Map the control-plane score in agent permissioning that allows external side effects to the policy gate vendor-contract AI counsel's operations partner can enforce.
• Name the override that would let agents must have a human gate proceed without a silent bypass.
• Test whether an agent that refunded customers above its limit changed routing, logging, or human-in-the-loop on the live agent path.