“It happened to be the perfect thing”: experiences of generative AI chatbots for mental health

Steven Siddals, John Torous, Astrid Coxon
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Abstract

The global mental health crisis underscores the need for accessible, effective interventions. Chatbots based on generative artificial intelligence (AI), like ChatGPT, are emerging as novel solutions, but research on real-life usage is limited. We interviewed nineteen individuals about their experiences using generative AI chatbots for mental health. Participants reported high engagement and positive impacts, including better relationships and healing from trauma and loss. We developed four themes: (1) a sense of ‘emotional sanctuary’, (2) ‘insightful guidance’, particularly about relationships, (3) the ‘joy of connection’, and (4) comparisons between the ‘AI therapist’ and human therapy. Some themes echoed prior research on rule-based chatbots, while others seemed novel to generative AI. Participants emphasised the need for better safety guardrails, human-like memory and the ability to lead the therapeutic process. Generative AI chatbots may offer mental health support that feels meaningful to users, but further research is needed on safety and effectiveness.

Abstract Image

"它恰好是最完美的东西":生成式人工智能聊天机器人在心理健康方面的经验。
全球心理健康危机凸显了对便捷、有效干预措施的需求。基于生成式人工智能(AI)的聊天机器人(如 ChatGPT)正在成为新的解决方案,但有关实际使用情况的研究却很有限。我们采访了 19 个人,了解他们在心理健康方面使用生成式人工智能聊天机器人的经验。参与者报告了他们的高参与度和积极影响,包括改善人际关系以及治愈创伤和失落。我们提出了四个主题:(1)"情感庇护所 "的感觉;(2)"有见地的指导",尤其是在人际关系方面;(3)"联系的快乐";(4)"人工智能治疗师 "与人类治疗之间的比较。一些主题与之前关于基于规则的聊天机器人的研究相呼应,而另一些主题对于生成式人工智能来说似乎很新颖。与会者强调需要更好的安全防护、类似人类的记忆力以及引导治疗过程的能力。生成式人工智能聊天机器人可以为用户提供有意义的心理健康支持,但在安全性和有效性方面还需要进一步研究。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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