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a16z:让智能体先写程序再执行,工具调用表现更好

"Given how amazing AI models are at writing code, they're surprisingly bad at calling tools and carr...

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a16z 的 David George 讲了个实用思路:别让模型直接调工具,让它先写段程序去干活,成功率更高。文里还有各部门用 AI 写代码的比例数据。

a16z 合伙人 David George 提出,模型直接调用工具处理日常知识工作时表现不佳,但让模型先写一个程序再由程序执行任务,效果会明显变好。文中给出的部门采用数据显示:工程部门用 AI 写代码的比例为 63%,设计为 59%,财务为 46%,法务为 33%。

原文 · a16z

"Given how amazing AI models are at writing code, they're surprisingly bad at calling tools and carr...

"Given how amazing AI models are at writing code, they're surprisingly bad at calling tools and carrying out instructions in everyday knowledge work, unless you flip the script around and say, 'write a program that does these tasks', and then they're great at it." AI use for coding, by department: - Engineering: 63% - Design: 59% - Finance: 46% - Legal: 33% @DavidGeorge83 on why agents need to write code: a16z.news/p/openai-under… David George @DavidGeorge83 x.com/i/article/2104… 🔗 View Quoted Tweet 💬 3 🔄 6 ❤️ 30 👀 7403 📊 7 ⚡