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人工智能可以帮助人们感到被倾听,但人工智能的标签会削弱这种影响。

AI can help people feel heard, but an AI label diminishes this impact.

机构信息

Lloyd Greif Center for Entrepreneurial Studies, Marshall School of Business, University of Southern California, Los Angeles, CA 90089.

Department of Management and Organization, Marshall School of Business, University of Southern California, Los Angeles, CA 90089.

出版信息

Proc Natl Acad Sci U S A. 2024 Apr 2;121(14):e2319112121. doi: 10.1073/pnas.2319112121. Epub 2024 Mar 29.

Abstract

People want to "feel heard" to perceive that they are understood, validated, and valued. Can AI serve the deeply human function of making others feel heard? Our research addresses two fundamental issues: Can AI generate responses that make human recipients feel heard, and how do human recipients react when they believe the response comes from AI? We conducted an experiment and a follow-up study to disentangle the effects of actual source of a message and the presumed source. We found that AI-generated messages made recipients feel more heard than human-generated messages and that AI was better at detecting emotions. However, recipients felt less heard when they realized that a message came from AI (vs. human). Finally, in a follow-up study where the responses were rated by third-party raters, we found that compared with humans, AI demonstrated superior discipline in offering emotional support, a crucial element in making individuals feel heard, while avoiding excessive practical suggestions, which may be less effective in achieving this goal. Our research underscores the potential and limitations of AI in meeting human psychological needs. These findings suggest that while AI demonstrates enhanced capabilities to provide emotional support, the devaluation of AI responses poses a key challenge for effectively leveraging AI's capabilities.

摘要

人们希望“被倾听”,以感知自己被理解、被认可和被重视。人工智能能否发挥人类的基本功能,让他人感受到被倾听?我们的研究解决了两个基本问题:人工智能能否生成让人类接收者感到被倾听的回复,以及当人类接收者认为回复来自人工智能时,他们会有何反应?我们进行了一项实验和后续研究,以区分消息的实际来源和假定来源的影响。我们发现,与人类生成的消息相比,人工智能生成的消息更能让接收者感到被倾听,并且人工智能在检测情绪方面表现更好。然而,当接收者意识到消息来自人工智能(而不是人类)时,他们会感到被倾听的程度降低。最后,在一项后续研究中,我们让第三方评估者对回复进行评分,发现与人类相比,人工智能在提供情感支持方面表现出了更好的专业性,而避免了过度的实际建议,后者在实现这一目标方面可能效果不佳。我们的研究强调了人工智能在满足人类心理需求方面的潜力和局限性。这些发现表明,虽然人工智能在提供情感支持方面表现出了增强的能力,但人工智能回复的贬值是有效利用人工智能能力的一个关键挑战。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/06d1/10998586/76caeb96a54b/pnas.2319112121fig01.jpg

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