Awards were a lagging indicator of momentum that already existed in the fundamentals: disciplined experimentation, intellectual honesty, speed of learning and teams that understood both the promise and the limits of their approach. This experience does not make me anti-awards; it makes me cautious about confusing correlation with causation.
Nature, Published online: 25 February 2026; doi:10.1038/d41586-026-00623-8
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大模型研发如同现代科学实验，需要高度协同、资源集中、且允许失败的小团队“特战队”模式。
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