LLM在医疗推理中常产生幻觉，这篇论文提出FaithMed训练范式，确保模型忠实引用证据，提升可靠性。
arXiv:2607.01440v1 Announce Type: new Abstract: Faithful reasoning is essential in medicine, where clinical decisions require transparent justificatio…
通过元认知调控最大化大模型推理密度，ICML 2026录用论文提出MedCoG，为医学推理带来新突破。
arXiv:2602.07905v2 Announce Type: replace Abstract: Large Language Models (LLMs) have shown strong potential in complex medical reasoning yet face dim…
去中心化智能体集群协作攻克医疗推理难题，开创分布式决策新范式
arXiv:2603.27150v2 Announce Type: replace Abstract: Large language models (LLMs) have revolutionized medical reasoning tasks, yet single-agent systems…