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LLM Evaluation Scores Are Not Release Gates

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

Your new prompt scores 94% on the golden dataset. The current version scores 91%. That result supports a change, but it does not authorize a production release. An LLM evaluation score answers a bounded question about a dataset, a grader and a run configuration. A release gate answers a wider quest…

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  1. 2026-08-27 07:35 · DEV Community — AI
    LLM Evaluation Scores Are Not Release Gates

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