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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但他也明确指出,真正的创新靠的是强化学习,不是蒸馏。从 DeepSeek、月暗、MiniMax 公开的论文来看,它们都用有相当完善的基础设施和优秀的人才,远非只靠小聪明小伎俩企图弯道超车的「小作坊」。