# 强AI代码生成对高技能程序员最有用

- 来源：François Chollet (@fchollet)
- 发布时间：2026-07-12 22:20
- AIHOT 分数：49
- AIHOT 链接：https://aihot.virxact.com/items/cmrhw7kxw014pbiidifrv0jlz
- 原文链接：https://x.com/fchollet/status/2076310779482317104

## AI 摘要

直到去年底，弱AI代码生成对低技能程序员最有用——它抬高了底线。对高技能程序员则基本无用——不用它反而能更快写出更好的代码。

这种情况已完全逆转：现在的强AI代码生成对高技能程序员*最*有用，而低技能程序员要么远未充分利用它，要么有时被它淹没。它从拐杖变成了利器。

## 正文

The weak AI code gen we had until late last year was most useful to low-skill programmers -- it was raising the floor. It was essentially useless to high-skill programmers -- you could move faster and ship better code without.

This has been completely flipped： the strong AI code gen we have now is *most* useful to high-skill programmers， while low-skill programmers are vastly underutilizing it or sometimes drowning in it. It went from a crutch to a power tool.