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Advancing computer use with Ironclad

OpenAI 6 October 2026, 10:00

OpenAI and Ironclad are training and evaluating AI agents on complex contracting workflows to advance computer use for professional work. The article provides no specific dates, benchmarks, or numeric results. As a result, the focus shifts to AI agent performance in contracting-related tasks rather than general computer-use demonstrations.

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Learn how OpenAI and Ironclad are training and evaluating AI agents on complex contracting workflows to advance computer use for professional work.

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TLDRocket 6 October 2026

The biggest AI throughline today wasn’t model size—it was speed to judgment, and the machinery behind it. Musubi is betting that content moderation can move from slow, policy-driven workflows to decision models that apply plain-English rules directly to text. Its PolicyLM-1.7B is designed to produce moderation calls in under 50 milliseconds, and, crucially, to accept policy updates without requiring retraining. For platform teams, that means faster iteration on labels and less time waiting for “new guidance” to make it into the system.

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Advancing computer use with Ironclad

Why it matters

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