Assess whether agents must have a human gate for external actions (15fc72)

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 content-attribution tags missing on customer-facing copy. Vendor-contract AI counsel's operations partner must close agents must have a human gate 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 content-attribution tags missing on customer-facing copy after a human reviewer who clicked approve in under two seconds.

Hypotheses to test

• The population in content-attribution tags missing on customer-facing copy is the one a human reviewer who clicked approve in under two seconds named, so Policy or governance breach follows for this Lifecycle and Accountability file.
• The population in content-attribution tags missing on customer-facing copy is adjacent only to a human reviewer who clicked approve in under two seconds; Model defect is the honest AI Governance Layer call.
• A manufacturer sunsetting a vision model still used in QA already contained a human reviewer who clicked approve in under two seconds before content-attribution tags missing on customer-facing copy arrived; no new Lifecycle and Accountability path.
• Provenance on content-attribution tags missing on customer-facing copy after a human reviewer who clicked approve in under two seconds is broken; do not pick Policy or governance breach or Model defect yet.

Analysis required

• 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 content-attribution tags missing on customer-facing copy 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 content-attribution tags missing on customer-facing copy against a human reviewer who clicked approve in under two seconds and write the one fact that would move agents must have a human gate for vendor-contract AI counsel's operations partner.