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.

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Nature, Published online: 25 February 2026; doi:10.1038/d41586-026-00544-6

人类也不是生下来就是大聪明,从婴儿到成人,吃喝拉撒 20 年,还得加上学校教育、社会教育,这些都消耗食物、水、电等等能源。如果算「全生命周期成本」,AI 其实挺高效的,训练一次,就能无限次回答问题,而人类每次思考还得再烧脑子——大脑耗能约 20 瓦。

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While Vigloo offers only two shows made entirely with AI, the firm says nearly all their titles use generative AI in varying degrees. AI is essential for the popular romantasy genre where fantastical elements, from medieval castles to werewolves and fairies are common.