Concept

Error Analysis

Process of systematically analyzing failures in AI applications by examining traces and identifying patterns

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Concept

Error Analysis

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  • … It's been around in machine learning and data science for a really long time, and it's called error analysis. And what you do is, the first step in conquering data like this is just to write notes.

  • … I loved Hamel's most recent example because what we usually find when we try to ask an LLM to do this error analysis is it just says the trace looks good because it doesn't have the context needed to understand whether something might be…