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Production AI Engineering starts with Evals

Source
youtube.com
Author
Latent Space
Date
Why it matters

Treats as the starting point for shipping features, from a founder who builds an eval platform. Useful for teams that lack a systematic way to measure prompt and model changes.

Terms in this piece · Glossary
  • eval — A repeatable test for AI quality — a set of tasks plus scoring — used the way software teams use test suites, because model output is too variable to judge by eyeballing.
  • LLM — A large language model — the neural network behind tools like Claude and ChatGPT, trained on huge amounts of text to predict what comes next.
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