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Notes on enterprise-workflow benchmarks

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How Benchmarks Mis-Score Computer-Use Agents
Source note · Jul 30, 2026 · computer-use agents, audit
The paper discusses issues with the scoring of Computer-Use Agents (CUAs) using brittle scripted oracles, highlighting problems such as outdated tasks, omitted decisive visual evidence, and hidden failure causes in…

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Notes on enterprise-workflow benchmarks

How Benchmarks Mis-Score Computer-Use Agents