Towards using Large Language Models for Risk Negotiation and Consensus-building in One Health contexts

arXiv:2509.09906v2 Announce Type: replace-cross Abstract: Risk negotiation under the One Health framework requires balancing competing stakeholder interests across human, animal, and environmental health domains - a process constrained by information complexity and time pressure. This study presents and evaluates a multi-step pipeline that integrates large language model-based agents into a human-supervised negotiation process, specifically targeting risk assessment, valuation, and negotiation steps. Agent descriptions were generated from stakeholder-provided materials using retrieval-augmente

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