Assess whether audits can reconstruct who authorized what (f24576)

Situation

A manufacturer sunsetting a vision model still used in QA cannot treat a human reviewer who clicked approve in under two seconds as color commentary on vendor MSA clauses on training, indemnity, and subprocessors. Vendor-contract AI counsel's operations partner must close audits can reconstruct who from that extract under AI Governance Layer / Lifecycle and Accountability.

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 vendor MSA clauses on training, indemnity, and subprocessors after a human reviewer who clicked approve in under two seconds.

Hypotheses to test

• Vendor MSA clauses on training, indemnity, and subprocessors reads as Policy or governance breach once a human reviewer who clicked approve in under two seconds is lined up to the same AI Governance Layer population.
• Vendor MSA clauses on training, indemnity, and subprocessors is closer to Model defect after a human reviewer who clicked approve in under two seconds; Policy or governance breach would over-claim this Lifecycle and Accountability extract.
• Dual failure is still live in vendor MSA clauses on training, indemnity, and subprocessors for vendor-contract AI counsel's operations partner in a manufacturer sunsetting a vision model still used in QA.
• Vendor MSA clauses on training, indemnity, and subprocessors is missing the fact vendor-contract AI counsel's operations partner needs after a human reviewer who clicked approve in under two seconds; stop this AI Governance Layer close.

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 vendor MSA clauses on training, indemnity, and subprocessors to the policy gate vendor-contract AI counsel's operations partner can enforce.
• Name the override that would let audits can reconstruct who proceed without a silent bypass.
• For this AI Governance Layer Lifecycle and Accountability file, read vendor MSA clauses on training, indemnity, and subprocessors against a human reviewer who clicked approve in under two seconds and write the one fact that would move audits can reconstruct who for vendor-contract AI counsel's operations partner.