French president says Paris could deploy nuclear capable fighter jet to countries such as Germany and Poland
3月5日，研究机构New Automotive公布的数据显示，特斯拉2月在英国售出2208辆汽车，同比下降45.2%。（界面）原文链接下一篇英特尔：最早下半年获得EMIB封装客户 预计带来数十亿美元收入英特尔首席财务官大卫·津斯纳在摩根士丹利大会上表示，预计最早在今年下半年获得EMIB和EMIB-T封装客户，这些客户将带来数十亿美元的收入。（新浪财经）
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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.
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