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.
PBR/Light Transport
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Anthropic’s move into legal plugins doesn’t threaten what we do—it clarifies it. The market is bifurcating into operational AI and authoritative AI. Both are valuable. But they’re not the same thing.,这一点在咪咕体育直播在线免费看中也有详细论述
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