When Should Users Check? Modeling Confirmation Frequency inMulti-Step Agentic AI Tasks

Jieyu Zhou, Aryan Roy, Sneh Gupta +2

Existing AI agents typically execute multi-step tasks autonomously and only allow user confirmation at the end. During execution, users have little control, making the confirm-at-e…