Human Review

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Designing an Autonomy Allowlist for AI Agents

Instead of asking an AI agent for blanket autonomy, define a narrow allowlist of reversible, bounded actions it may perform without approval and deny everything else by default.

Where a Small Business Should Require Human Approval Before an AI Agent Acts

Human approval belongs at AI-agent actions with high consequences, weak reversibility or external impact, especially payments, customer commitments, destructive changes, permission changes and sensitive data movement.