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Glossary: AI System Design

Offline evaluation (test set)

Also written: test set, offline eval, release gate

A fixed set of questions with known good answers, graded by code and an LLM judge before every release; a score drop beyond the margin blocks the release.

Where the book teaches it

Related terms

Judged sampleShadow testCanary