Approve What, Exactly? Effect Binding and Trusted Rendering for Agent Step-Up Authorization

Sai Varun Kodathala, Prashanth Pollishetty, Jaylen Cargill

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 comp…