跳到正文
Andrej Karpathy· @karpathy · X·· 2026-07-22AI 评分22
AI 导读

Andrej Karpathy 分享了一个与 LLM 协作的技巧:切换到 /voice 模式连续口述约 10 分钟,不必组织语言,让 LLM 从杂乱的长语音中还原你的真实意图。他表示 LLM 很擅长重构这种不连贯的长篇口述,回述出的思路往往比原始表达更清晰,从而减少后续纠正、加深“心灵融合”。

正文 · 原文

One pattern I find useful for working with LLMs is a nice long ramble session. Sometimes the LLM needs more bits to understand what you're trying to achieve, but you're too lazy to type them. In these cases I like to lean back, switch to /voice and just ramble for like 10 minutes, total mess, anything goes, full stream of consciousness. Sometimes I declare it up top, something like "switching to speech recognition sorry for any typos...". Sometimes I turn it into a small interview of a few turns. But I find that the LLMs are somehow very good at reconstructing long incoherent rambles and often their echo of your own tangle of thoughts comes out quite a bit cleaner than what you started with. The result is that you improve the mind meld and have to correct things less from that point on.

来源:Andrej Karpathy · x.com