Andrej Karpathy: Software Is Changing (Again)

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John
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Özet
安德烈·卡帕西在演讲中探讨了人工智能时代软件的变化,强调软件正在经历根本性的转变。他将软件分为三种类型:软件1.0(传统代码)、软件2.0(神经网络权重)和软件3.0(大型语言模型的提示)。他认为,当前的LLM像是新型操作系统,具有复杂的生态系统,用户可以通过自然语言进行编程。卡帕西还讨论了如何利用LLM的潜力,建议开发部分自主的应用程序,并强调在开发过程中保持人类监督的重要性。未来,软件开发将变得更加便捷和高效。
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