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existing muscle memory works without retraining; use whichever you prefer.

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People increasingly use large language models (LLMs) to explore ideas, gather information, and make sense of the world. In these interactions, they encounter agents that are overly agreeable. We argue that this sycophancy poses a unique epistemic risk to how individuals come to see the world: unlike hallucinations that introduce falsehoods, sycophancy distorts reality by returning responses that are biased to reinforce existing beliefs. We provide a rational analysis of this phenomenon, showing that when a Bayesian agent is provided with data that are sampled based on a current hypothesis the agent becomes increasingly confident about that hypothesis but does not make any progress towards the truth. We test this prediction using a modified Wason 2-4-6 rule discovery task where participants (N=557N=557) interacted with AI agents providing different types of feedback. Unmodified LLM behavior suppressed discovery and inflated confidence comparably to explicitly sycophantic prompting. By contrast, unbiased sampling from the true distribution yielded discovery rates five times higher. These results reveal how sycophantic AI distorts belief, manufacturing certainty where there should be doubt.,更多细节参见clash下载

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全国政协副主席何报翔在参加民革界委员小组讨论时说,过去一年,全国政协深入学习贯彻习近平新时代中国特色社会主义思想和中共二十大、二十届历次全会精神,紧紧围绕党和国家中心任务履职尽责,各项工作取得了丰硕成果。今年是“十五五”规划扬帆起航的关键之年,民革要把服务党和国家中心工作作为履职主线,形成高质量的调研成果和协商发言,为推动人民政协事业高质量发展、实现“十五五”良好开局贡献更多智慧和力量。。关于这个话题,PDF资料提供了深入分析

鄢志杰(原语音团队负责人):达摩院「扫地僧」之一,2025 年离职