---
title: "Discussion on \"When “It Works” Isn’t Enough: The Art and Science of LLM Evaluation\" | Hashnode"
description: "Discussion on \"When “It Works” Isn’t Enough: The Art and Science of LLM Evaluation\". How to measure what matters in AI assistant responses and build better systems with the DSPy LLM Evaluator"
url: "https://hashnode.com/posts/when-it-works-isnt-enough-the-art-and-science-of-llm-evaluation-516bcd2d5905/689305348da9f53d478c1271"
---

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# [When “It Works” Isn’t Enough: The Art and Science of LLM Evaluation](https://offbyone.hashnode.dev/when-it-works-isnt-enough-the-art-and-science-of-llm-evaluation-516bcd2d5905?utm_source=hashnode&utm_medium=feed)

How to measure what matters in AI assistant responses and build better systems with the DSPy LLM Evaluator

Mar 12, 2025 · 7 min read · offbyone.hashnode.dev  
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[Alessandro Annini](https://hashnode.com/@sunrising)

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