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But these systems have to evaluate the quality of the new ideas they generate, and it is hard to do so without reference to the existing paradigm. When the system proposes a new hypothesis or experiment, the only available proxy for what constitutes a good idea is consistency with existing science. This often involves passing simulated peer review, aligning with established results, and looking like a plausible contribution to the field. A genuinely novel reframing would likely score poorly on all of these measures, for the same reasons that paradigm-shifting work has always faced resistance from reviewers trained in the paradigm it aims to replace.
真正的问题不是 NVIDIA 能不能达到一万亿美元（以当前的需求和锁定的产能，它大概率能够做到）。真正的问题是，当一万亿美元的基础设施建成之后，如果 AI 的计算范式发生根本性转变，这些投资会变成什么？