Alex Strick van Linschoten • 5/23/2025

Error analysis to find failure modes

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This article details a session from an evals course focused on the 'analyze' phase of improving LLM applications. It outlines a five-step process for creating an initial dataset, clustering failure modes, and iteratively testing 100 diverse inputs to diagnose and understand system weaknesses.

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#Machine Learning #llm #AI Evaluation
Error analysis to find failure modes

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