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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

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Liangcai Su

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#artificial intelligence Preprint Oct 2026

HTN-Orchestrate: A Hierarchical Task Network Framework for Multi-Agent Orchestration

Orchestrating multiple agents on a complex task requires reconciling local subtask execution with global task planning. Dynamic dispatch approaches provide execution flexibility but do not explicitly model subtask hierarchies or dependencies, while predefined workflows impose this structure but fix the decomposition be...

Yan-Chen Deng, Jian-Guo Huang, Yao-Long Teng et al. · 0 citations
#natural language process... Preprint Aug 2026

FrontierChallenge: Evaluating Scientific Workflow Completion

Scientific agents increasingly analyze data, execute code, and produce research artifacts, yet most benchmarks emphasize final answers, isolated programs, or a single domain. We introduce FrontierChallenge, a cross-domain benchmark comprising 300 end-to-end scientific workflows. In this paper, we release and evaluate 9...

Liang-Cai Su, Zhao-Peng Feng, Zhuo Chen et al. · 0 citations

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