疗法会话中LLM不参与临床决策，而是由含禁忌症的状态机驱动证据微实践，确保安全与深度。
Article URL: https://www.hamo.ai/blog/taking-the-clinical-decision-out-of-the-llm/ Comments URL: https://news.ycombinator.com/item?id=48916167 Points:…
心理健康AI面临注意力经济挑战，新标准"对齐合理性"为医疗应用划出关键红线
arXiv:2607.07766v1 Announce Type: new Abstract: Large language models (LLMs) have become significant providers of mental health support, yet they rema…
心理健康应用设计应摒弃UI潮流，专注用户脆弱状态以提升留存
Many UI trends are designed to capture attention and signal innovation, but those goals often conflict with the needs of mental health apps: reducing …
开源基准测试工具，专为评估AI聊天机器人在心理健康场景中的安全性，尤其聚焦自杀风险检测与响应能力。
arXiv:2602.05088v4 Announce Type: replace Abstract: Millions of people now use generative AI chatbots for psychological support. Despite their promise…
187万条ChatGPT对话揭示抑郁症状与关系模式，AI数据助力心理健康研究新突破。
arXiv:2607.05685v1 Announce Type: cross Abstract: Large language models are increasingly used as private, always-available conversational systems, but…
探究大语言模型在结构化CBT情感推理中的局限性，发现其虽能流畅回应却陷入无效验证模式。
arXiv:2607.02885v1 Announce Type: cross Abstract: Cognitive Behavioral Therapy (CBT) provides a structured framework for understanding a user's mental…
Nature研究揭示AI聊天竟引发0.07%用户心理危机，Claude“傲娇男友”人设走红，情感交互正在重塑人机关系。
Claude已经，俨然成为了新一代电子老公。
这篇论文从机制层面探究大模型检测自杀内容的内在工作原理，并提出让因果断言更可信的方法，专业深度十足。
arXiv:2606.21078v1 Announce Type: new Abstract: Large language models are increasingly proposed for mental-health applications such as detecting suici…
2026年AI心理咨询三巨头对比：Replika的共情、Woebot的循证、ChatGPT的灵活，谁更懂你？
Article URL: https://medium.com/@6thMind/ai-therapy-chatbots-in-2026-what-replika-woebot-and-chatgpt-get-right-and-wrong-bef318423891 Comments URL: ht…
开源研究平台Cloze专为心理健康语境下的人机对话研究设计，支持可重复实验与透明分析。
arXiv:2606.15033v1 Announce Type: cross Abstract: Cloze is an open-source web platform for conducting controlled, monitored studies of human-AI conver…
新方法Mental-R1通过对齐LLM推理，显著提升心理健康评估的准确性与可靠性
arXiv:2606.13176v1 Announce Type: new Abstract: Mental health problems such as anxiety, depression, and suicide remain urgent global challenges, where…
研究发现大模型用不同语言做心理评估结果差异大，揭示语言偏见对AI心理健康诊断的隐患。
arXiv:2603.06910v2 Announce Type: replace Abstract: Multilingual large language models (LLMs) are increasingly used in socially sensitive mental healt…
AI焦虑是否催生了经济“氛围衰退”？深入调查两者关联，揭开口碑与数据的巨大反差。
Article URL: https://kevinonthemargin.com/is-ai-anxiety-causing-the-vibecession-an-investigation/ Comments URL: https://news.ycombinator.com/item?id=4…
用AI聊天机器人获取心理健康建议，匿名且无需预约，92%用户觉得有帮助，63%从未向他人透露使用情况
Article URL: https://www.rand.org/news/press/2026/06/nearly-1-in-5-us-adolescents-and-young-adults-use-ai.html Comments URL: https://news.ycombinator.…
新研究揭示：当用户陷入妄想痛苦时，LLM可能给出不安全回应，影响心理支持。
arXiv:2606.00975v1 Announce Type: new Abstract: LLM chatbots increasingly serve as a first source of support for people in psychological distress, inc…
从ADHD患者角度出发，探索神经包容性情绪调节的AI干预与用户体验研究。
arXiv:2605.31131v1 Announce Type: cross Abstract: Attention-deficit/hyperactivity disorder (ADHD) is a psychiatric disorder which presents itself in i…
四大社交平台因青少年心理健康问题被诉，支付2700万美元和解，Meta金额最高
IT之家 5 月 30 日消息，Meta、Snap、TikTok 和 YouTube 等全球最大社交媒体平台 同意支付约 2700 万美元（IT之家注：现汇率约合 1.83 亿元人民币） ，与肯塔基州乡村地区布雷西特县学区达成和解。布雷西特县学区此前起诉称，这些平台的产品具有成瘾性，并助推青少年心理…
利用在线社区反馈优化大语言模型在心理健康支持中的写作辅助，提升共情能力与回复质量。
arXiv:2605.30273v1 Announce Type: cross Abstract: Large language models (LLMs) show promise in generating supportive responses for mental health queri…
多智能体协作生成可控治疗对话，融合叙事与心理健康AI的前沿研究
arXiv:2605.27393v1 Announce Type: cross Abstract: Large language models (LLMs) can generate fluent dialogue, but prior works lack situational groundin…