“2023年,我们就明确做了判断:不做移动端的通用个人助手,也就是类似豆包和ChatGPT的对话产品。”闫俊杰说,原因是在这里没有创造独特价值。相反,MiniMax把资源集中在能产生独特价值的领域:Agent产品、星野、海螺视频。
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simpler to make faster (profiling a query-based compiler is a special
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.