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Autonomous agents need human supervision for risky actions. Money transfers, payments, some git actions, shell actions, external data transfers etc are some examples. These irreversible actions are automatically flagged by TruClaw. And the action is paused pending your approval. This approval is a facial check triggered by a push notification to your device. Only a cryptographic hardware-attested proof of consent (no biometrics) is returned in the response from the device.