Building A Golden Eval Dataset From Production Traffic

• 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.

Public benchmarks miss regressions on your own traffic. A versioned golden set built from reviewed production examples catches prompt or checkpoint changes before deploy and grounds model choice in your data.

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