Some areas are turning the corner, but some analysts fear the government's assumptions about improvements may be ambitious. If so, several billion pounds more will need to be found by the next election, just to maintain services.
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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.，更多细节参见谷歌浏览器下载
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