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Author

Si-Heng Chen

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Open access 2026

Bohrium + SciMaster: Building the infrastructure and ecosystem for agentic science at scale

AI agents are emerging as a practical way to run multi-step scientific workflows that interleave reasoning, tool use, and verification. Scaling such agentic science remains difficult because workflows are hard to observe and reproduce, many scientific tools and laboratory systems are not agent-ready, and execution trac...

Lin-Feng Zhang, Si-Heng Chen, Yu-Zhu Cai et al. · 0 citations
#artificial intelligence Preprint Sep 2026

CUA-Universe: A Scalable and Dynamic Environment for Hybrid GUI+CLI Agents

Computer-use agents have advanced on benchmarks like OSWorld and AndroidWorld, but still act mostly through the GUI, often producing inefficient trajectories. Real-world computer work is hybrid, combining visual-state inspection with precise, high-throughput command-line operations, so capable agents must coordinate bo...

Hao-Ting Shi, Wen-Hao Wang, Wei-Cheng Fang et al. · 1 citation · ⚡1

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