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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.
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而在这场智能博弈中，最确定的赢家或仍是台积电、英伟达、博通以及SK海力士这些供应链上游商家。这些企业持续享受着“算力大基建”的红利，也为市场解释了为何阿里与字节抢滩进入芯片领域。，这一点在体育直播中也有详细论述
為何美國以色列此刻出手？伊朗進入「生存模式」，結局仍充滿變數