Everyday AI

What should I hand to an AI agent, and what should I keep doing myself?

Hand an agent work that takes you a long time, is easy to check and is cheap to undo: gathering and comparing information, clearing newsletters out of an inbox, filling a routine form, drafting a weekly report from your own files. Keep the steps where a mistake is costly or hard to reverse, such as moving money, accepting terms, writing to people who matter to you, or anything medical or legal, and keep the decisions you enjoy or need to learn from. Ethan Mollick's test weighs how long a task takes you against the time to brief the agent and check its work. The tools draw the same line: dots hand password changes and money transfers back to you, and Google advises against scheduling tasks you find sensitive.

On the AI map, 29 October 2026 Agents that do tasks for you AI browsers No-code automation with AI steps Meeting notes and everyday productivity

Go deeper

8 resources.

📄 Article

Sets out four moments an agent should come back to a person: approval, expertise, a fresh view, and decisions worth making yourself.

Agency and Agents

Ethan Mollick (One Useful Thing) Aug 2026

Open oneusefulthing.org →

More in Working with AI Agents

eChai Partner Brands The partnership →