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A
Andrej Karpathy
E
Ethan Mollick
No available information on Ethan Mollick.
R
Riley Brown
主持人
专注于电动车和能源领域的播客主持人和内容创作者。
Topics
Andrej Karpathy: 我创造了"vibe coding"这个术语,它代表一种新的编程方式,即充分利用大型语言模型(LLM)的能力,通过自然语言指令来生成代码,而无需过多关注代码细节。这种方式高效便捷,适合快速原型开发和小型项目。我使用LLM帮我完成一些琐碎的编程任务,我只需要提出需求,然后复制粘贴结果,大部分情况下都能工作。 Antoine Osico: 我公司Lovable 上周增长了近50%,每天新增1500个客户,这表明vibe coding相关的工具和平台拥有巨大的市场潜力和用户需求。 Riley Brown: 通过Google搜索趋势对比,我发现vibe coding 的流行程度正在迅速超过 prompt engineering,这预示着一种新的编程范式正在兴起。 Ethan Mollick: vibe coding 的影响远不止于编码领域,它是一种与AI交互的新方式,可以应用于各种创造性工作。我使用Anthropic的Cloud Code agent成功创建了一个简单的3D游戏,并通过多次简单的指令调整,让AI生成的3D游戏变得更加完善。这说明即使是简单的反馈也能显著提升AI生成内容的质量。专业知识仍然很重要,因为你需要知道自己想要什么,并能够判断结果的好坏,给出适当的反馈。我利用AI辅助完成了对一个大型数据集的研究,虽然AI并非完美,但它极大地缩短了我的工作时间,并辅助我完成了数据分析和论文撰写。与AI的最佳合作方式并非完全放手或完全掌控,而是找到每个特定任务的最佳协作点,这是一个我们仍在学习的技能。 NLW: 虽然目前与AI的最佳合作方式是找到平衡点,但我认为未来许多知识工作最终会被AI完全取代,我们应该积极拥抱变化,尝试利用AI拓展自身能力的边界。

Deep Dive

Chapters
Vibe coding, a new programming paradigm, is explored. Its recent emergence (around 40 days prior to the podcast), key figures like Andrej Karpathy, and the rapid adoption fueled by tools like Bolt and Lovable are discussed. The comparison to prompt engineering and its explosive growth are highlighted.
  • Vibe coding emerged approximately 40 days before the podcast recording.
  • Andrej Karpathy coined the term.
  • Tools like Bolt and Lovable fueled rapid adoption.
  • Vibe coding's growth surpassed prompt engineering in Google search interest within three weeks.

Shownotes Transcript

Vibecoding -- i.e. speaking to text-to-code tools and programming with your words -- has exploded as a concept and a pursuit. NLW shares a recent essay about how the idea is expanding beyond just coding to a new way of interacting with AI.

https://www.oneusefulthing.org/p/speaking-things-into-existence

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