只是相比于两个月 4.5 倍的股价，海豚君推算出来的四季度业绩稍显逊色。我们来具体看一下：
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。爱思助手下载最新版本对此有专业解读
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.
殷殷嘱托，满怀牵挂，饱含期待。