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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Jun-Wei Guan

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#artificial intelligence Preprint Sep 2026

CAIRN: Dynamic Fact-Intent DAGs for Multi-Agent Exploration

CAIRN is presented, a fact-intent-driven multi-agent paradigm for goal-directed exploration that represents observations and planned investigations as a dynamic directed acyclic graph (DAG) and shows the potential of DAG-guided parallel exploration.

Zu-Yao Xu, Yue-Yang Jia, Jun-Wei Guan et al. · 0 citations

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