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Large Language ModelsPractical AIPublished: Sep 10, 2026, 19:00 JST2 min read

OpenAI's Computer-Use at 5.6 handles tasks without APIs, says Brinkmann

OpenAI's Computer-Use at 5.6 handles tasks without APIs, says Brinkmann

3 Key Points

  1. What happened

    Demetrios Brinkmann, head of developer experience at the Agentic AI Foundation, says since OpenAI's 5.6 model release, its Computer-Use skill is so good he rarely needs APIs, and he now uses it for daily email briefings, flight booking, and renewing his driver's license.

  2. Why it matters

    Brinkmann says he was previously the biggest naysayer on agents, citing an $80 OpenAI API bill from a recursive loop with baby AGI; he now says he was 'way wrong' and is fully bought in.

  3. What to watch

    Brinkmann still clicks the final payment button for flights and is hesitant about letting agents spend money autonomously, so wider adoption may hinge on the trust factor he notes even AI practitioners share.

WHO IT HITSBusiness leaders evaluating AI agents for office and personal workflows will hear a practitioner describe real automation of forms, email triage, and appointment scheduling — though the trust barrier for payments remains.

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Context & Analysis

Brinkmann's shift from skeptic to advocate is notable because he describes himself as having been the biggest naysayer on agents, citing a costly experience with baby AGI that got stuck in a recursive loop and ran up an $80 OpenAI API bill. That earlier failure made him doubt agents would work, but he now says he was 'way wrong' and that agents arrived forcefully.

The enabling change he points to is OpenAI's 5.6 release and its Computer-Use skill. Where he once had to take screenshots and ask a chat what to do, he now delegates entire workflows — checking multiple Gmails and five Slack workspaces for a daily briefing, booking flights, filling out passport and phone number forms, and scheduling a German driver's license appointment. He frames the shift as recognizing that forms are a task Computer-Use can handle, so he no longer fills them out himself.

Still, the trust barrier he describes is telling. Even as an AI practitioner, Brinkmann clicks the pay button himself because he worries an agent could make repeated $20 purchases. He suggests the outcome for broader personal and enterprise use hinges on whether that trust gap narrows, since the technical capability, in his account, is already there.

FAQ
What is Computer-Use and how is it being used?
It is an OpenAI skill that lets an AI agent interact with web pages and forms. Brinkmann uses it to check multiple email accounts and Slack workspaces, book flights, and schedule a German driver's license appointment.
What has changed with OpenAI's 5.6 release?
Brinkmann says the Computer-Use skill has become so capable that he no longer needs to get APIs or worry about data blocks. He can throw most tasks at it and it accomplishes them.
Why does Brinkmann still hesitate to let agents pay?
He says he is not yet comfortable with autonomous payments, so he clicks the final button himself. He also worries an agent could make many small purchases without oversight.

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