**Jev and the Return of AI/ML Engineering**

> Examining Jev's probability calibration, structured outputs, latency, and cost against open source LLMs, with experiments and reliability diagrams. Jev and the return of AI/ML Engineering Sep 20, 2026 • Han Lee | 3 min read (573 words)   Jev looks interesting, but its differentiator, probability caliberation, is underwhelming. Most would be better off using fast and customizable open source LLM instead, e...

**来源信息**
- **来源**：Hacker News：AI 热帖
- **分类**：论文
- **发布时间**：2026-09-27 21:48（北京时间）
- **原文**：[打开原文](https://leehanchung.github.io/blogs/2026/09/20/jev-return-ai-ml-engineering)