Reference · Glossary

Faithfulness

Last updated Jul 17, 2026

How closely a model output **matches the provided context** — no extra claims beyond what sources support.

#When to use

Golden-set evals for RAG and summarization quality.

Open-ended brainstorming where "faithful" has no ground truth.

Summary adds a refund deadline not in the meeting notes → low faithfulness.