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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But it’s kinda cool though right? This is the result of someone saying “well I’d like to see you do this” and me saying “hold my beer” and then coming back to said person and saying “technically it works”, which it does, but I feel that I need to REALLY stress the word technically. But, by the letter of the law, I did in fact get it to work.