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Sidekick Curation

Source
shopify.engineering
Author
Shopify Engineering
Date
Why it matters

on production traffic teaches a model everything except when to say no, because failures never get logged; judge-consensus curation is a concrete way to manufacture and validate that missing refusal data.

Terms in this piece · Glossary
  • 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.
  • fine-tuning — Taking a trained model and training it a bit more on your own examples so it gets better at one specific job.
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