**The Model Writes, the Judge Measures: Anatomy of an LLM Judge** > A language

**The Model Writes, the Judge Measures: Anatomy of an LLM Judge**

> A language model optimizes for fluent, not true — and across a catalogue of claims you can&\#x27;t catch the difference by reading. So before making our diamond-explaining assistant better, we built the instrument that grades it: an independent LLM judge that checks every claim against the evidence and returns a verdict you can count. The Model Writes, the Judge Measures: Anatomy of an LLM judge By Sam Wen, CEO & Foun...

**来源信息**
- **来源**：Hacker News：AI 热帖
- **分类**：ai-products
- **发布时间**：2026-07-27 10:00（北京时间）
- **原文**：[打开原文](https://xinfer.ai/home/md/the-model-writes-the-judge-measures)