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Creating a LLM-as-a-Judge That Drives Business Results

A step-by-step guide with my learnings from 30+ AI implementations.

To illustrate how simple pass/fail judgments combined with detailed critiques work in practice, here’s a table showcasing examples of user interactions with an AI assistant. Phillip Carter, our domain expert at Honeycomb, found that reviewing the LLM’s critiques helped him articulate his own evaluation criteria more clearly. Find Principal Domain Expert Create A Dataset Generate diverse examples covering your use cases Include real or synthetic user interactions

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