So I don't see why I should expect compute-poor labs to find new software innovations much faster than compute-rich labs — on the contrary, I think the opposite is more likely.
【过度推论】作者列举了 Transformer、scaling laws、reasoning models 均出自算力富裕方,就得出「算力富裕者更擅长创新」。但这是幸存者偏差:我们只看到了被广泛采用的创新,看不到算力贫乏者产出但未被主流采纳的创新。更重要的是,样本量极小(屈指可数的几个大突破),却被用来支撑一个关于系统性趋势的强结论,统计基础极为薄弱。