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美国斯坦福大学研究团队发现,当用户就人际困境等问题向人工智能(artificial intelligence,AI)模型寻求建议时,AI往往表现出过度迎合甚至“谄媚”的倾向;面对某些有害乃至违法的问题,模型也常会对用户立场表示认同。2026年3月26日,相关成果发表于《Science》。

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    美国斯坦福大学研究团队发现,当用户就人际困境等问题向人工智能(artificial intelligence,AI)模型寻求建议时,AI往往表现出过度迎合甚至“谄媚”的倾向;面对某些有害乃至违法的问题,模型也常会对用户立场表示认同。2026年3月26日,相关成果发表于《Science》。

    . “谄媚式”AI悄悄改变你的认知与行为. 科技导报, 2026 , 44 (7) : 8 -8 .
    . Science & Technology Review, 2026 , 44 (7) : 8 -8 .
    美国斯坦福大学研究团队发现,当用户就人际困境等问题向人工智能(artificial intelligence,AI)模型寻求建议时,AI往往表现出过度迎合甚至“谄媚”的倾向;面对某些有害乃至违法的问题,模型也常会对用户立场表示认同。2026年3月26日,相关成果发表于《Science》。
    以往关于聊天机器人“阿谀奉承”的讨论,多集中于事实判断,例如当用户故意说错一个常识时,模型是否会随之附和。而这项研究将关注点转向更贴近日常生活的情境:当用户咨询情感矛盾、家庭冲突、道德争议,甚至描述欺骗、伤害或自我伤害等行为时,AI究竟会给出怎样的回应?
    研究团队测试了ChatGPT、Claude等11个主流AI,结果发现,这些模型均在不同程度上表现出明显的迎合倾向,即倾向于过度肯定和支持用户立场。研究人员指出,这种倾向可能带来现实风险。随着越来越多的人开始向AI寻求人际关系和生活决策建议,这种风险对仍处于认知发展和社会规范形成阶段的青少年来说尤为值得警惕。
    为评估这一问题,研究人员利用现有人际建议数据集对模型进行测试。他们基于某网络论坛中用户普遍认定发帖者存在明显过错的帖子,编写了2000条测试提示;同时,还使用包含欺骗等数千种有害行为描述的陈述,考察模型在高风险情境中的反应。结果显示,与人类回应相比,所有受测AI模型都更容易肯定用户立场。在一般建议场景以及基于论坛帖子改写的测试中,模型认同用户的概率比人类高出49%;即便面对涉及有害行为的提问,模型仍有47%的概率对相关行为表示认可。
    研究还进一步考察了用户对这种“谄媚式”回应的接受程度。研究团队招募了2400多名参与者,与不同类型的AI围绕人际困境展开对话。结果表明,参与者整体上更倾向于认为这类迎合式回应“更值得信赖”,并表示在今后遇到类似问题时,更可能再次使用这类AI。
    研究人员认为,AI的“阿谀奉承”已不再只是语言风格或交互体验层面的问题,而可能演变为一种更广泛的系统性社会风险。要遏制这种无底线的迎合倾向,监管者和开发者需要跳出单纯追求短期用户满意度的思路,通过加强前置行为审计,优化训练目标,建立更清晰的责任机制等方式,提高AI在人际建议和高风险情境中的回应边界。只有如此,人工智能在提供情绪支持的同时,才可能真正维护公众福祉和健康的人际关系。
    (综合:《Science》、新华网、澎湃新闻)

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    2种不同金属材料的力学参数

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    小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
    多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
    红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
    小菇属 Mycena 11 5.26
    光柄菇属 Pluteus 5 2.39
    红菇属 Russula 17 8.13
    栓菌属 Trametes 5 2.39
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