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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,这一点在体育直播中也有详细论述
统一输出 JSON,便于落地执行和审计:
Behind the scenes of our massive CPU retest for Bench — testing at 1080p, choosing new apps, and gathering data for a decade of CPUs
乌干达“瓦卡莱坞”制片人Queen和她的伙计 摄影 张海律