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使用生成式AI编码的隐性成本

The Hidden Costs of Coding With Generative AI

MIT Sloan management review · 2025
被引 3 · 同刊同年前 3%
FT50ABS 3

中文导读

生成式AI工具虽能提升开发者55%的生产力,但在遗留系统环境中由经验不足者部署会加剧技术债务,导致系统故障,需建立明确指南并培训开发者。

Abstract

Generative AI tools can make developers up to 55% more productive, but rapid deployment creates dangerous technical debt. In brownfield environments with legacy systems, AI-generated code compounds existing problems when it’s deployed by inexperienced developers. To avoid costly system failures, organizations must establish clear guidelines, make technical debt management a priority, and train developers to use AI responsibly.

生成式AI软件开发技术债务组织管理