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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

Yun-Fei Zhong

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Preprint Sep 2026

From Ranked Documents to Reliable Contexts: An Answer-Oriented Context Construct Framework for AI Search

This work develops an industrial workflow spanning prior and posterior optimization and establishes a systematic evaluation protocol covering both retrieval-side context and final answers, demonstrating the effectiveness of the framework and its industrial implementation.

Yun-Fei Zhong, Yin-Qiong Cai, Lixin Su et al. · 0 citations
#natural language process... Preprint Jul 2026

ZenGen: Social Mind for LLMs

ZenGen, an integrated framework for measuring, internalizing, and grounding social intelligence, and Actio, a harness-controlled inference architecture that routes four typed supports into reasoning demonstrate the effectiveness of typed runtime support.

ZenGen Team, Xiang Ao, Jingping Bi et al. · 0 citations

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