• 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.

Gives a concrete three-layer scheme for judging an LLM feature in production, separating output quality, perceived quality, and whether the feature actually gets used, so launch decisions do not rest on a single ambiguous metric.

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