Assess whether agents must have a human gate for external actions (9f9863)

Situation

Agents must have a human gate sits with vendor-contract AI counsel's operations partner because two production models recommending opposite actions on the same file hit a manufacturer sunsetting a vision model still used in QA. Evidence is enterprise AI risk register with missing owners; write the AI Governance Layer Lifecycle and Accountability option that extract can carry.

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 enterprise AI risk register with missing owners after two production models recommending opposite actions on the same file.

Hypotheses to test

• The population in enterprise AI risk register with missing owners is the one two production models recommending opposite actions on the same file named, so Policy or governance breach follows for this Lifecycle and Accountability file.
• The population in enterprise AI risk register with missing owners is adjacent only to two production models recommending opposite actions on the same file; Model defect is the honest AI Governance Layer call.
• A manufacturer sunsetting a vision model still used in QA already contained two production models recommending opposite actions on the same file before enterprise AI risk register with missing owners arrived; no new Lifecycle and Accountability path.
• Provenance on enterprise AI risk register with missing owners after two production models recommending opposite actions on the same file is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• Confirm the inventory line still matches the running configuration in a manufacturer sunsetting a vision model still used in QA.
• Map the control-plane score in enterprise AI risk register with missing owners 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.
• For this AI Governance Layer Lifecycle and Accountability file, read enterprise AI risk register with missing owners against two production models recommending opposite actions on the same file and write the one fact that would move agents must have a human gate for vendor-contract AI counsel's operations partner.