Karpathy 点出了 AI 带来的需求爆发效应，做软件开发和产品的人会重新思考自己的价值——不是被替代，而是需求更多了，值得点开感受这种趋势。
Andrej Karpathy 在引用 Claude Fable 5 时指出，随着 AI 让工作软件变得唾手可得，Jevons 悖论正在发生——软件需求反而大幅增长。他提到可以随时请求解释器、可视化工具、仪表盘、定制单用途应用，甚至为项目生成超具体的 wandb 替代品，还能十倍扩展测试套件、自动优化代码、运行大型研究项目。Karpathy 认为这正在改变一切，鼓励大家“解放思维”。
Quoting Andrej Karpathy
I feel a lot of things changing as working software increasingly comes out on a tap. The Jevon's paradox kicks in and I feel my own demand for software growing substantially. You can ask for anything - explainers, visualizers, dashboards, bespoke single-use apps (e.g. a full wandb that is hyper-specific just for your project), you can 10X your test suite, auto-optimize code, run giant research projects with custom HTML for the results, anything! "Free your mind" (Matrix ref). — Andrej Karpathy , on Claude Fable 5 Tags: andrej-karpathy , jevons-paradox , anthropic , generative-ai , ai , llms