Anthropic AI researcher and the proposer of the concept of 'atmospheric programming,' Andrei Karpathy, suggests that when using AI, there is no need to met...
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Anthropic AI researcher and the proposer of the concept of 'atmospheric programming,' Andrei
Karpathy, suggests that when using AI, there is no need to meticulously refine prompts; you can just turn on voice mode and chat freely for about 10 minutes, saying whatever comes to mind. He believes that large language models need more information to truly understand user intentions, and casual conversation allows users and chatbots to divide tasks more reasonably, with users expressing unformed ideas and AI organizing them into clear content. Karpathy usually reminds the chatbot at the beginning that his thoughts may be messy to reduce the need for corrections later.
Original Article Excerpt
IT之家：https://www.ithome.com/ 7 月 25 日消息，Anthropic 知名 AI 研究员、“氛围编程”概念提出者安德烈 · 卡帕西认为，使用 AI 时不必费尽心思打磨提示词：别琢磨了，想到什么就说什么，尽管一直说下去。
卡帕西表示，自己有时会打开语音模式，对着 AI 连续讲上大概 10 分钟 ，思路不必完整，内容也不需要提前组织，整个过程 乱七八糟，什么都说，完全想到哪儿说到哪儿 。“有时，大语言模型需要获得更多信息，才能真正明白你想完成什么。”
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Anthropic AI researcher and the proposer of the concept of 'atmospheric programming,' Andrei Karpathy, suggests that when using AI, there is no need to met...
IT之家（RSS）2026-07-24T23:24:46.000Z
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