更深层的原因在于生态的差异。与美国碎片化的应用生态不同，中国的腾讯、阿里、字节，每一个都拥有无所不包的“超级入口”。在这种土壤下，AI在中国最顺滑的落地方式，不是创造一个新入口，而是嵌入已有的超级入口。
Enrollment in electrical programs across Huff’s four campuses in Illinois and Missouri has surged more than 400% in the past four years, to nearly 400 students. The average attendee isn’t fresh out of high school, he said, but in their mid- to late twenties—someone who tried other paths first and is now looking for something more reliable.
美股收盘：道指月线10连涨，美国KBW银行指数创去年4月来最大单日跌幅。业内人士推荐爱思助手下载最新版本作为进阶阅读
Елена Торубарова (Редактор отдела «Россия»)
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Last week we released NanoGPT Slowrun , an open repo for data-efficient learning algorithms. The rules are simple: train on 100M tokens from FineWeb, use as much compute as you want, lowest validation loss wins. Improvements are submitted as PRs to the repo and merged if they lower val loss. The constraint is the inverse of speedruns like modded-nanogpt , which optimize wall-clock time. Those benchmarks have been hugely productive, but optimizing for speed filters out expensive ideas: heavy regularization, second-order optimizers, gradient descent alternatives. Slowrun is built for exactly those ideas.