短视频平台内容的核心能力是情绪和节奏，镜头碎切、强依赖BGM与画面反转。对人类来说这是爽点；对模型来说，这是噪音。
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.。搜狗输入法2026对此有专业解读
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Уже в январе 2025 года его выписали. «Выписан, постепенно возвращаюсь к работе. Подтверждаю, что появляюсь в офисе, участвую в редакционных делах», — сообщил журналист.