**The Shift from Models to Compound AI Systems**

> The BAIR Blog AI caught everyone’s attention in 2023 with Large Language Models (LLMs) that can be instructed to perform general tasks, such as translation or coding, just by prompting. This naturally led to an intense focus on models as the primary ingredient in AI application development, with everyone wondering what capabilities new LLMs will bring. As more developers begin to build using LLMs, however, we believe...

**来源信息**
- **来源**：Hacker News：AI 热帖
- **分类**：论文
- **发布时间**：2026-09-26 06:43（北京时间）
- **原文**：[打开原文](https://bair.berkeley.edu/blog/2024/02/18/compound-ai-systems)