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François Chollet· @fchollet · X·· 2 小时前AI 评分44
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Francois Chollet 表示自己如今不再读写代码,只通过 LRM 下指令,但这并非因为 LRM 代码质量已完美甚至够好。他认为 LRM 能解锁测试代码库、审计组件、生成可视化、红队测试等新工作流,速度远超以往,这些方式能达到与阅读代码相当的理解效果。因此手写代码的 ROI 已不再划算,原因不是 LRM 变完美,而是其速度足以支撑更高效的新工作流。

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I don't read/write code these days, I only instruct an LRM. But it's not because I think LRM code quality is perfect, or even good. And it's not because I think my instructions are always being perfectly acted upon -- I know they aren't.

The thing is: LRMs don't just write your code, they unlock new ways to control what you're doing and maintain understanding of your system, which are about as effective as reading code. You can better test your codebase, you can audit specific components, you can spin up visualizations, you can ask the LRM to red team, etc. You can do all of these things at high speed -- you couldn't before. The benefits of reading/writing code can now be achieved in new ways.

All in all, the ROI of writing code by hand is no longer looking good, not because LRMs got perfect but because they're so fast at doing things that you can develop new workflows around them, workflows that end up being more productive than the old workflows.

来源:François Chollet · x.com