1、Token出海驱动算力扩张，电力需求激增！招商证券指出，国产大模型加速出海，越来越多的海外数据在国内数据中心完成推理。OpenRouter数据显示，2月16日-22日，平台前十模型的总Token消耗约8.7万亿，其中中国模型Token消耗量占比61%。Token出海的背后是电力价值的跨境交付，有望进一步带动数据中心用电量提升。*
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Andrej Karpathy described the pattern: “I ‘Accept All’ always, I don’t read the diffs anymore.” When AI code is good enough most of the time, humans stop reviewing carefully. Nearly half of AI-generated code fails basic security tests, and newer, larger models do not generate significantly more secure code than their predecessors. The errors are there. The reviewers are not. Even Karpathy does not trust it: he later outlined a cautious workflow for “code [he] actually care[s] about,” and when he built his own serious project, he hand-coded it.，这一点在heLLoword翻译官方下载中也有详细论述