LLM在法律问答中遭遇时间故障？这篇论文系统诊断并提出了缓解方案。
arXiv:2605.23497v1 Announce Type: new Abstract: Large language models are increasingly used for legal research, yet their fixed training cutoffs and r…
最新研究揭示：LLM在人格障碍诊断中能否匹敌心理专家？第一人称叙事下的对比分析。
arXiv:2512.20298v4 Announce Type: replace-cross Abstract: Growing reliance on LLMs for psychiatric self-assessment raises questions about their abilit…
用LLM辅助诊断Kubernetes pod故障，这个开源监控工具值得一试。
Article URL: https://nan0c0de.github.io/kure-monitor/getting-started/installation/ Comments URL: https://news.ycombinator.com/item?id=48224712 Points:…
系统级诊断LLM代理执行失败，从单条追踪到全语料，规模化发现隐藏错误模式。
arXiv:2605.21347v1 Announce Type: cross Abstract: Diagnosing failures in LLM agents remains largely manual. Practitioners inspect a small subset of ex…
国家药监局正式批准AI辅助染色体核型诊断软件，自动完成切割、计数与异常提示，医疗AI落地再提速。
IT之家 5 月 21 日消息，据国家药监局新闻宣传中心公众号“中国药闻”分享，近日，国家药品监督管理局批准了杭州德适生物科技股份有限公司的染色体核型图像辅助诊断软件注册申请。 据介绍，该产品由软件安装光盘和 U 盾组成，软件功能模块包括用户登录界面模块、主界面模块和分析界面模块。 该产品用于外周血…
被ICML 2026收录，提出逐步置信度归因方法，精准诊断黑盒大模型的多步推理失败原因。
arXiv:2605.19228v1 Announce Type: cross Abstract: Large Language Models have achieved strong performance on reasoning tasks with objective answers by …
提示语言能显著影响大模型的诊断准确率，研究发现优化措辞可提升推理可靠性，对AI医疗应用有重要启示。
arXiv:2605.19173v1 Announce Type: new Abstract: Large language models (LLMs) are increasingly explored for clinical decision support, yet most evaluat…
诊断并修复自演化大模型技能库中一种静默失败模式，为提升LLM长期稳定性提供新视角。
arXiv:2605.19576v1 Announce Type: cross Abstract: Self-evolving skill libraries face a silent failure mode we term \emph{library drift}: unbounded ski…
最新诊断论文深入评估多模态大模型在全景图像中的视角条件空间推理能力，超越传统定位局限
arXiv:2605.12413v3 Announce Type: replace Abstract: Multimodal Large Language Models (MLLMs) show strong visual perception, yet remain limited in reas…
Mac线缆小管家：自动分析你电脑上的每一根线，解释技术参数并诊断充电慢的症结。
Find out what your cables are really doing.
临床AI系统在细微扰动和多语言场景下存在诊断崩溃风险，这篇系统性审计揭开了安全漏洞。
arXiv:2605.16993v1 Announce Type: cross Abstract: Current clinical artificial intelligence (AI) systems are evaluated almost exclusively on clean, sta…
首个从语音中检测早期帕金森病的标准化基准，填补跨研究比较空白。
arXiv:2605.14066v1 Announce Type: cross Abstract: Early-stage Parkinson's disease (EarlyPD) detection from speech is clinically meaningful yet underex…
隐私保护+LoRA增强Transformer，多尺度特征学习实现精准眼病诊断
arXiv:2505.06982v3 Announce Type: replace Abstract: Accurate and privacy-preserving diagnosis of ophthalmic diseases remains a critical challenge in m…
用大模型模拟人类语音做临床认知评估，数据增强解决样本不足难题，创新性十足。
arXiv:2605.16077v1 Announce Type: new Abstract: Accurate assessment of cognitive decline from spontaneous speech remains challenging due to limited da…
研究揭示视觉语言模型在追踪连续路径时的隐藏缺陷，诊断失败根源。
arXiv:2605.15672v1 Announce Type: cross Abstract: Vision-language models (VLMs) achieve strong performance on multimodal benchmarks, but may still lac…
一键诊断LLM评分格式偏差，定位注意力路径中的决策缺陷，让模型评判更可靠
arXiv:2605.16023v1 Announce Type: cross Abstract: LLM-as-a-judge has become the dominant paradigm for grading model outputs at scale, yet the same mod…