Human Review in AI Workflows: When to Decide, Escalate, or Stop
Human review in AI workflows works best when you decide what the human actually owns: decide, escalate, or stop—then measure whether the boundary helps.
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Agentic System Control Plane: Why the Agent Loop Thinks and the Control PlaneDec
The agent loop should think and propose. The agentic system control plane should decide—enforcing policy, approvals, audit logging, retries, rollback/compensation, and escalation before side effects happen.
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