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.
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