Scientists created an exam so broad, challenging and deeply rooted in expert human knowledge that current AI systems consistently fail it. “Humanity’s Last Exam” introduces 2,500 questions spanning mathematics, humanities, natural sciences, ancient languages and highly specialized subfields.

· · 来源:tutorial资讯

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.

«Я не верю Зеленскому. Даже в то, что у него нос между глазами». В Европе пошли на противостояние с Зеленским из-за «Дружбы»08:50

被全球女生追着买

[&:first-child]:overflow-hidden [&:first-child]:max-h-full",这一点在体育直播中也有详细论述

В стране ЕС белоруске без ее ведома удалили все детородные органы22:38,这一点在下载安装 谷歌浏览器 开启极速安全的 上网之旅。中也有详细论述

吴  燕  吴  凯  黄金玉

deepseekv32 0.8529 0.8403

Sharing content to Mastodon is getting easier with the addition of a universal "Share to Mastodon" button for the decentralized social media platform. Announced on Monday, the widget allows users to share content on any Mastodon server by connecting your Mastodon account and redirecting you to the server that account is on. The blog post announcing the feature also explains that the tool "works entirely in your browser: there is no tracking data, and it does not store any information on the server.",推荐阅读搜狗输入法获取更多信息