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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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Bian-Yin Sun

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#artificial intelligence Preprint Sep 2026

PrivMeSA: Privacy-Aware Self-Evolving Multi-Agent System for Medicine via Local-Remote LLM Collaboration

PrivMeSA is introduced, a privacy-aware self-evolving multi-agent system that learns to control disclosure and retains remote expertise for local reuse, and improves mean task accuracy over delegation by up to 15.8 percentage points.

Dan-Nong Wang, Yu-Ran Zhang, Bian-Yin Sun et al. · 0 citations

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