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arXiv 2601.16656cs.HCcs.AIcs.CY
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生成伴侣:人们如何体验生成AI在情感支持中的信任

Generative Confidants: How do People Experience Trust in Emotional Support from Generative AI?

University of Glasgow(格拉斯哥大学)

Riccardo Volpato, Simone Stumpf, Lisa DeBruine

AI总结:

研究探讨了人们在使用生成AI进行情感支持时如何建立和体验信任,发现个性化、心理模型和控制意识是信任的关键驱动因素,同时指出同质化的语言使用可能促进或抑制信任相关行为。

摘要:

人们越来越倾向于使用生成AI(例如ChatGPT、Gemini、Copilot)来寻求情感支持和陪伴。尽管信任很可能在使这些非正式和无监督的互动成为可能中起着核心作用,但我们仍然缺乏对人们如何在这一背景下发展和体验信任的理解。为了填补这一空白,我们招募了24名经常使用生成AI进行情感支持的用户,并进行了包括日记记录、与AI的聊天转录和深入访谈在内的定性研究。我们的结果表明,这一背景下信任的重要新驱动因素包括:来自个性化产生的熟悉感、对生成AI的细致心理模型,以及人们对自身对对话的控制意识。值得注意的是,生成AI对个性化、积极和说服性语言的同质使用似乎促进了一些信任建设因素。然而,这似乎也抑制了其他与信任相关的行为,例如记住生成AI是一个受训练以用人类语言对话的机器。我们提出了对未来研究的重要启示,这可能随着生成AI用于情感支持的使用越来越多地与治疗工作重叠而变得关键。

英文摘要:

People are increasingly turning to generative AI (e.g., ChatGPT, Gemini, Copilot) for emotional support and companionship. While trust is likely to play a central role in enabling these informal and unsupervised interactions, we still lack an understanding of how people develop and experience it in this context. Seeking to fill this gap, we recruited 24 frequent users of generative AI for emotional support and conducted a qualitative study consisting of diary entries about interactions, transcripts of chats with AI, and in-depth interviews. Our results suggest important novel drivers of trust in this context: familiarity emerging from personalisation, nuanced mental models of generative AI, and awareness of people's control over conversations. Notably, generative AI's homogeneous use of personalised, positive, and persuasive language appears to promote some of these trust-building factors. However, this also seems to discourage other trust-related behaviours, such as remembering that generative AI is a machine trained to converse in human language. We present implications for future research that are likely to become critical as the use of generative AI for emotional support increasingly overlaps with therapeutic work.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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