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AI glossary · Agents & automation

Computer use

Computer use: Computer use is an AI capability in which a model operates a computer the way a person does: looking at the screen, moving the cursor, clicking, typing, and switching between apps and web pages to finish a task in software that has no direct integration.

Most AI integrations work through APIs, structured connections that let software talk to software. Plenty of the tools people actually work in have no usable API: a vendor portal, a legacy desktop app, a government filing site, an internal system built in 2009. Computer use bridges that gap by letting the model take screenshots, interpret what it sees, and act with simulated mouse and keyboard input, looping until the job is done or it gets stuck.

Anthropic introduced a computer use capability in late 2024, and OpenAI, Google, and others have since shipped their own browser and desktop agents. As of mid-2026 the capability is real but uneven: agents handle routine form-filling and data lookup reasonably well, and they still misclick, get lost in pop-ups, and move far slower than a person on tasks a human finds trivial. Check the vendor's current documentation for what each product supports.

Treat it as powerful and risky. An agent that reads web pages is exposed to prompt injection: text on a page can try to redirect it. An agent with your logged-in browser can send, buy, or delete. Run it in a separate browser profile or sandbox, give it accounts with the minimum permissions, and require a human confirmation before payments, submissions, and anything that sends a message. Watch the first several runs end to end.

Example at work

An insurance agency needs claim status from a carrier portal that offers no API and no export. A computer-use agent logs in with a read-only account, searches each of forty claim numbers, and copies the status and last-updated date into a spreadsheet. A staff member reviews the sheet and handles the three claims the agent flagged as "could not find".

Why it matters

Computer use is how AI reaches the many systems that will never get an API, which is where a lot of tedious office work lives. It also puts an AI at your keyboard, so the permission and review rules matter more here than anywhere else.

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