Reference · Glossary
Faithfulness
Last updated
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.
When not to
Open-ended brainstorming where "faithful" has no ground truth.
Example
Summary adds a refund deadline not in the meeting notes → low faithfulness.