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

arXiv:2609.02149 · cs.HC, cs.AI · Submitted 2026-09-02 · Read on arXiv

cs.HC, cs.AI

Submitted: 2026-09-02

Updated: 2026-09-10

Comments: Accpeted by EMNLP 2026 demo track

DOI: 10.21203/rs.3.rs-10741604/v1

Code: https://github.com/baidu-frontier-research/omegause-sop

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Trace — 11× in this paper · explained in 2 episodes
Verification — 10× in this paper · explained in 2 episodes
Grounding — 7× in this paper · explained in 3 episodes
Benchmark — 5× in this paper · explained in 2 episodes
Human-in-the-Loop — 5× in this paper · explained in 3 episodes
Ablation — 3× in this paper · explained in 1 episode
Procedural Knowledge — 3× in this paper · explained in 2 episodes
Prompt Engineering — 3× in this paper · explained in 4 episodes
Ablation study — 2× in this paper · explained in 1 episode
Agent Skills — 2× in this paper · explained in 1 episode
Large Language Models (LLMs) — 2× in this paper · explained in 6 episodes
Abstraction — 1× in this paper · explained in 1 episode
Accuracy — 1× in this paper · explained in 1 episode
Agentic Task — 1× in this paper · explained in 1 episode
Agentic Tasks — 1× in this paper · explained in 1 episode
Benchmarking — 1× in this paper · explained in 3 episodes
Iterative Refinement — 1× in this paper · explained in 3 episodes
Reinforcement Learning — 1× in this paper · explained in 4 episodes
Semantic Understanding — 1× in this paper · explained in 2 episodes
Task Decomposition — 1× in this paper · explained in 2 episodes

Sources

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