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.
传统统计算法显然不行，哪怕是几百人的情况下都会崩溃，召回率直接归零；
。同城约会对此有专业解读
郭晓东：我一度怀疑过我自己。记得那是在大学期间拍摄的一部电视剧，我饰演一位地下党，有一场戏是我在找组织的某个领导，没找到，就在街上哭了。那天我一直没哭出来。天快黑了，所有人等着我哭，我就是哭不出来，压力特别大。回去之后，我就崩溃了，觉得我不适合做演员。我觉得表演是清零的状态，哪怕到现在，有时候依然会觉得这场戏没有演好，每天都在自我否定和肯定，清零、重启。
Best supporting actor
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