George Hotz 称编程智能体将成为软件开发中"代价最昂贵的错误之一"
阅读原文· the-decoder.com程序员 George Hotz 在经过六个月测试后警告，AI 编程智能体将成为软件开发领域代价最昂贵的错误之一。他认为 LLM 虽然能快速生成原型，但在细节上会崩溃，产生越来越难以发现的 bug。他的立场体现了 AI 社区对于 LLM 在软件开发中角色的深刻分歧。
George Hotz says coding agents will be "one of the most costly mistakes" in software development
Prominent programmer and hacker George Hotz warns that AI agents in software development do more harm than good. He says he's now in the "LeCun/Marcus camp," referring to AI researchers Yann LeCun and Gary Marcus, who doubt LLMs will ever become truly intelligent.
In his blog post "The Eternal Sloptember," Hotz argues that using AI agents in software development will become one of the industry's most expensive mistakes. He spent six months testing various models and tools, including work on tinygrad. His takeaway is that LLMs deliver fast prototypes but fall apart on the fine details.
Large organizations are especially at risk, he says, because weaker developers can't spot the flawed output. Hotz believes today's language models will never truly be able to code and that world models are needed instead. LLMs are "sophisticated statistical models" designed to "mimic the distribution of programming."