Assess whether agents must have a human gate for external actions (e229b6)

Situation

A human reviewer who clicked approve in under two seconds put output-scoring rubric that never fails a high-risk output in front of decision-audit designer in a company whose agents can send email without a gate. This AI Governance Layer / Lifecycle and Accountability close is agents must have a human gate from output-scoring rubric that never fails a high-risk output, and the live options are Policy or governance breach, Model defect, Dual failure.

Decision

Decision-audit designer in a company whose agents can send email without a gate must choose Policy or governance breach / Model defect / Dual failure / Hold for the missing fact using output-scoring rubric that never fails a high-risk output after a human reviewer who clicked approve in under two seconds.

Hypotheses to test

• Decision-audit designer can defend Policy or governance breach from output-scoring rubric that never fails a high-risk output after a human reviewer who clicked approve in under two seconds in a AI Governance Layer challenge.
• Decision-audit designer cannot defend Policy or governance breach from output-scoring rubric that never fails a high-risk output; Model defect is what the extract actually supports after a human reviewer who clicked approve in under two seconds.
• A human reviewer who clicked approve in under two seconds never reached the population in output-scoring rubric that never fails a high-risk output — reopen intake, do not close agents must have a human gate.
• Two facts in output-scoring rubric that never fails a high-risk output after a human reviewer who clicked approve in under two seconds conflict for decision-audit designer; hold this Lifecycle and Accountability file.

Analysis required

• Confirm the inventory line still matches the running configuration in a company whose agents can send email without a gate.
• Map the control-plane score in output-scoring rubric that never fails a high-risk output to the policy gate decision-audit designer 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 output-scoring rubric that never fails a high-risk output 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 decision-audit designer.