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OmegaUse-SOP: SOP Engineering for Professional Computer Use from Human Demonstrations

arXiv · AI, language, vision and robotics · article · Sep 2, 2026 · UTC

Large language models (LLMs) are increasingly evolving from conversational assistants into agents capable of operating external digital environments. Graphical user interface (GUI) agents play an important role in this transition, as many real-world workflows remain accessible only through user-facing software interfaces. However, despite recent progress on general computer-use benchmarks, domain-specific professional standard operating procedures (SOPs) remain challenging for GUI agents because they often involve implicit domain knowledge, software-specific conventions, and task-level verific

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