Andrej Karpathy红杉AI Ascent大会访谈精华

背景：OpenAI 联合创始人、特斯拉前人工智能主管、现任 Eureka Labs 创始人 Andrej Karpathy，在刚举行的2026 年 AI Ascent 大会上，与红杉资本合伙人 Stephanie Zhan 探讨了自他提出“感觉编码”这一概念以来，一年间发生了哪些变化。摘要：* “上下文窗口中的内容，就是你操纵大语言模型这一解释器的杠杆。”* “软件 3.0 范式要原始得多，神经网络承担了大部分工作，中间根本不需要任何传统应用程序介入。”* “最新一代的 LLM，从某种意义上讲，可以轻松自动化那些能够被验证的事物。”* “如果你处于强化学习覆盖的区域，就能如鱼得水；如果你处于数据分布之外，就必须自己构建闭环。”* “智能体工程的重点在于保持专业软件开发中既有的质量标准。你不能因为采用了新范式而引入安全漏洞。”* “我最看不惯的事情是，现在的文档依然是为人类编...去小宇宙查看完整单集简介在小宇宙查看该单集文稿

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Andrej Karpathy红杉AI Ascent大会访谈精华

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