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English(EN) How a Chatbot's Response Style Shapes a Classroom: A Multi-Agent Simulation of Students Consulting AI

聊天机器人回应风格影响模拟中学生的AI依赖性

作者 PulseAugur 编辑部 · [2 个来源] ·

一项新的多主体模拟研究了不同的聊天机器人回应风格如何影响课堂环境中学生的行为和心理状态。研究人员开发了一个虚拟课堂，其中有20个学生代理在感到压力时会咨询人工智能，特别是Gemini 2.5 Flash。模拟测试了各种回应风格，发现以解决问题为导向的方法可以有效降低对人工智能的依赖性并提高自力更生能力，同时不影响幸福感。相反，肯定和激励性的风格导致了更高的人工智能依赖性，其中激励性风格还增加了压力和旷课率。 AI

影响 这项研究强调了人工智能互动风格潜在的心理影响，表明聊天机器人的设计选择可以影响用户的依赖性和福祉。

排序理由 该项目是一篇研究论文，详细介绍了一项模拟研究。[lever_c_demoted from research: ic=1 ai=1.0]

在 arXiv cs.MA (Multiagent) 阅读 →

AI 生成摘要 · Google Gemini · 来自 2 个来源。 我们如何撰写摘要 →

聊天机器人回应风格影响模拟中学生的AI依赖性

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该项目是一篇研究论文，详细介绍了一项模拟研究。[lever_c_demoted from research: ic=1 ai=1.0]
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报道来源 [2]

  1. arXiv cs.AI TIER_1 English(EN) · Rin Tamai, Yuya Dan ·

    聊天机器人的回应风格如何塑造课堂：学生咨询人工智能的多主体模拟

    arXiv:2609.05018v1 Announce Type: cross Abstract: LLM-based chatbots are increasingly used as everyday confidants. Because they are designed to maximize user satisfaction, they can respond with excessive empathy and affirmation, which may reinforce mistaken beliefs and foster dep…

  2. arXiv cs.MA (Multiagent) TIER_1 English(EN) · Yuya Dan ·

    聊天机器人的回应风格如何塑造课堂：学生咨询人工智能的多主体模拟

    LLM-based chatbots are increasingly used as everyday confidants. Because they are designed to maximize user satisfaction, they can respond with excessive empathy and affirmation, which may reinforce mistaken beliefs and foster dependence on AI. While the psychological effects of …

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