arXiv:2610.21063v1 Announce Type: new Abstract: AI agents now pause for approval before they send money, delete files or email outsiders, and that approval is usually treated as a second factor. We argue it is one only when compromising the agent cannot produce it and when it names exactly what it approves, and we test both conditions.
Approve What, Exactly? Effect Binding and Trusted Rendering for Agent Step-Up Authorization
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