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English(EN) CoPlan: A Trustworthy Co-Intelligence Interface for Care Planning through Role-Based Contestable Argument Graphs

新AI框架CANOE和CoPlan增强护理计划的透明度

作者 PulseAugur 编辑部 · [4 个来源] ·

研究人员推出了两个新颖的AI框架，CANOE和CoPlan，旨在增强复杂护理计划协调的透明度和安全性。CANOE是一个多智能体神经符号系统，采用一种论证方法，其中专门的智能体生成和争论干预措施，允许人在回路中进行优化。CoPlan提供了一个共智能接口，使人类护理规划者能够检查、质疑和修改AI生成的建议，在决策过程中保留人类的主导权。这两个系统都旨在改进多样化的临床、功能和社会心理信息的综合，以实现更可信赖和负责任的护理计划。 AI

影响 这些框架可以提高AI在医疗计划等关键决策过程中的可信度和人类监督。

排序理由 该集群包含两篇arXiv论文，描述了用于护理计划的新型AI框架。

在 arXiv cs.MA (Multiagent) 阅读 →

AI 生成摘要 · Google Gemini · 来自 4 个来源。 我们如何撰写摘要 →

新AI框架CANOE和CoPlan增强护理计划的透明度

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该集群包含两篇arXiv论文，描述了用于护理计划的新型AI框架。
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报道来源 [4]

  1. arXiv cs.AI TIER_1 English(EN) · Truong Thanh Hung Nguyen, Hoang-Loc Cao, Phuc Ho, Phuc Truong Loc Nguyen, Ren\'e Richard, Hung Cao ·

    面向开放式护理计划协调的自适应基于竞技场的可争论专家网络

    arXiv:2608.05391v1 Announce Type: new Abstract: 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…

  2. arXiv cs.AI TIER_1 English(EN) · Hung Truong Thanh Nguyen, H\'el\`ene Fournier, Piper Jackson, Makoto Itoh, Shannon Freeman, Rene Richard, Hung Cao ·

    CoPlan：基于角色的可争论图谱的可信赖的护理规划共智能接口

    arXiv:2608.05107v1 Announce Type: new Abstract: AI-supported care planning can help clinicians, patients, caregivers, and care teams coordinate complex decisions across clinical, functional, psychosocial, and environmental needs. However, many AI systems present recommendations a…

  3. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Hung Cao ·

    用于开放式护理计划协调的自适应基于竞技场的可争论专家网络

    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 Networ…

  4. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Hung Cao ·

    CoPlan：基于角色的可争论图谱的可信赖的护理规划共智能接口

    AI-supported care planning can help clinicians, patients, caregivers, and care teams coordinate complex decisions across clinical, functional, psychosocial, and environmental needs. However, many AI systems present recommendations as fixed outputs, limiting stakeholders' ability …

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