Adaptive Arena-based Contestable Argumentative Network-of-Experts for Open-Ended Care Plan Coordination

Care plan coordination demands synthesizing heterogeneous clinical, functional, and psychosocial information across multiple professional disciplines, where monolithic LLM pipelines cannot perform in a transparent or safe manner. We present CANOE (Contestable Argumentative Network-of-Experts), a multi-agent neuro-symbolic framework that addresses these limitations through five modules: complexity assessment, adaptive team recruitment, role-based argumentative computation via an Arena-based Quant

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ethics.ai (5 August 2026), “Adaptive Arena-based Contestable Argumentative Network-of-Experts for Open-Ended Care Plan Coordination,” evidence record 17095, https://ethics.ai/record/17095 (originally published by arXiv).

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