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Karpathy 用 200 行纯 Python 从零实现 GPT:代码逐行解析

“The reason they all quit was the transfer problem,” Horvath said. “They found that kids would be very good so long as they were using the tool, but as soon as they went off the tool, they couldn’t do it anymore.”

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It was a bad assumption on my end, and of course I was happy to deliver a better solution that works well for my client.

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This is a very different feeling from other tasks I’ve “mastered”. If you ask me to write a CLI tool or to debug a certain kind of bug, I know I’ll succeed and have a pretty good intuition on how long the task is going to take me. But by working with AI on a new domain… I just don’t, and I don’t see how I could build that intuition. This is uncomfortable and dangerous. You can try asking the agent to give you an estimate, and it will, but funnily enough the estimate will be in “human time” so it won’t have any meaning. And when you try working on the problem, the agent’s stochastic behavior could lead you to a super-quick win or to a dead end that never converges on a solution.

这导致 AI 在遣词造句时,会下意识地选择最四平八稳、最中立、绝对不会出错的词汇。人类思维中那些“不 AI ”的部分,比如偏激、反讽、阴阳人,会被彻底阉割。。PDF资料对此有专业解读