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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

Author

Yuan-Pu Zhang

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Conference Jul 2026

Utility-Guided Orchestration for Cost-Efficient Tool-Augmented LLM Services

Tool-augmented large language model (LLM) services can solve complex tasks through retrieval and external tools, but current execution paradigms often trade adaptability for efficiency. Fixed workflows are predictable but rigid, while freeform reasoning loops such as ReAct may over-execute and issue redundant tool call...

Bo-Yang Liu, Gongming Zhao, Hongliu Xu et al. · 0 citations

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