Apply review, approve, escalate, and audit are different loops for different risks.
What is the first agent-readiness question? What decision or action will this agent influence? Consequence sets evidence, permission, and review level. The agent is faster; why add a checkpoint? Everyone says put a human in the loop, but no one agrees what the human does. Your line Let it do the preparation now; let it act after evidence and rollback are proven. Arguing that AI is risky in general sounds vague. It protects momentum while tying autonomy to measured risk. Drafting autonomy vs acting autonomy Most workplace agents should earn acting autonomy. What makes an agent output auditable? Inputs, tool…
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