В Москве прошла самая снежная зима14:52
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.
，这一点在快连下载安装中也有详细论述
他表示，目前机器人整体技术水平接近「10 岁小孩」，大规模应用预计最快 3—5 年可实现。
这种“集群式聚变”不仅缓解了供应链的被动，更赋予了开发者一种“范式自由”：可以全栈自研追求极致可靠性，也可模块开放快速迭代生态；可以做人形攻进工厂，亦可做四足深耕巡检……