他先刮胡子。拿着那面上世纪八九十年代的塑料镜，对着下巴一遍遍推。泡沫刮干净后，又用毛巾擦脸，顺手把原本就锃亮的光头再擦了一遍。
这种规模的投资远超经济产出——这不是普通的预算问题，而是结构性回报难题。这就是AI基础设施的“投资悖论”：超大规模云服务商们陷入了典型的“囚徒困境”——没有人敢停止投资，因为担心失去竞争优势；但持续加码投资，又在不断摧毁股东价值。
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This is not the only surprise in this article.
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more flexible, and more interoperable than any before them. I think it's fair to
But not everyone agrees that humans have the upper hand when it comes to judgement or taste. Matt Schumer, the co-founder and CEO of OthersideAI, wrote in his viral essay on the future of AI earlier this month that OpenAI’s GPT-5.3 Codex model felt, at least to him, capable of “something that felt, for the first time, like judgment. Like taste”，详情可参考下载安装 谷歌浏览器 开启极速安全的 上网之旅。