AI 中文总结
研究中国用户用大语言模型算命的情况，通过分析社交媒体帖子和访谈用户，发现用户把它当情感支持工具，结果少改信念决策，但引发思维模式转变和小行为调整，探讨了从中获益的意义。
AI 中文摘要
算命是一种应对不确定性的文化行为，常与人们的信念和决策相关。利用近期的大语言模型进行算命带来了新机遇与风险。本文开展定性研究以了解中国用户使用大语言模型算命的实践、认知及其影响。首先分析了1045条中国社交媒体帖子，得出了关于大语言模型算命的各类预测主题（如职业、爱情）、情感反应（如惊讶、担忧）和可信度（如怀疑、信任）的全面分类法。接着，对20位大语言模型算命用户进行了访谈。结果表明，用户将大语言模型算命更多地视为一种情感支持工具而非准确预测工具。虽然算命结果很少改变用户的初始信念或决策，但它们与微妙的思维模式转变相关，一些用户报告有小的行为调整。我们讨论了从大语言模型算命中获益的意义。
英文摘要
Fortunetelling is a cultural practice for navigating uncertainty, often associated with people's beliefs and decisions. Fortunetelling with recent large language models (LLMs) introduces new opportunities and risks. This paper conducts qualitative studies to understand users' practices, perceptions, and impacts of LLM fortunetelling in China. We first analyze 1,045 posts on Chinese social media, yielding a comprehensive taxonomy of the diverse foretold topics (e.g., career, romance), emotion reactions (e.g., surprise, worry), and perceived credibility (e.g., doubt, trust) of LLM fortunetelling. Then, we conduct interviews with 20 users of LLM fortunetelling. The findings indicate that users treat LLM fortunetelling as a tool less for accurate prediction but more for emotional support. While the fortunetelling results rarely change users' initial beliefs or decisions, they are associated with subtle mindset shifts, with some users reporting small behavioral adjustments. We discuss implications for gaining benefits from LLM fortunetelling.
CommentsAccepted at ICWSM 2027
