Contemplating mode provides significant capability improvements in challenging tasks, achieving 58% in Humanity's Last Exam and 38% in FrontierScience Research.
这些具体数字展示了多智能体并行推理的惊人效果，接近人类水平的能力提升，暗示了AI协作模式可能成为解决复杂问题的关键路径，而非单纯扩大模型规模。
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