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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

Author

Zhao-Lan Huang

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Preprint Oct 2026

From Intelligence to Autonomy: Foundations and Construction of Autonomous Agents for Future Intelligent Systems

Artificial intelligence is moving from one-off perception and generation tasks toward long-term planning, tool use, and interaction with real environments. Greater task competence, however, does not automatically yield autonomy: an external actor may still have to set goals, sustain operating conditions, detect failure...

Hong-Da Zhang, Zi-Qing Zhou, Yu-Ning Chen et al. · 0 citations
Preprint Oct 2026

Collective Collaboration of Recursive Autonomous Agents

Smart factories must translate order-level objectives into production tasks at multiple scales and combine the capabilities of individual units into an overall delivery capability. To address repeated adaptation of organizational mechanisms across equipment, workshops, and factories, as well as coordination across leve...

Zi-Qing Zhou, Lin-Qiang Hu, Yu-Ning Chen et al. · 0 citations

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