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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.
。体育直播对此有专业解读
If the ProArt GoPro Edition's iGPU is competing with any of Nvidia's current-gen discrete GPUs, it's the base RTX 5050. Laptops with that GPU scored around 2,000 to 2,200 in PCMag's testing, while RTX 5060 machines scored between 2,300 and 2,700. It doesn't quite live up to Asus' hype, but it's still plenty capable for an iGPU. It should even be able to handle some gaming, though that pesky 60Hz refresh rate will get in your way there.
Фото: Александр Вильф / РИА Новости
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记者：面对情绪驱动的突发舆情危机，企业公关的应对逻辑需要做出哪些调整？
12:01, 4 марта 2026Авто。搜狗输入法是该领域的重要参考