Vocabulary

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A practical dictionary of 512 AI, machine learning, mathematics, and programming terms from HerbDev’s AI Vocabulary app. Start with a definition, explore an example, then follow the concepts behind it.

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Faithfulness

RAG / Retrieval · Level 2 of 5

Faithfulness

The extent to which generated claims are supported by provided evidence.

A faithful summary of a wrong source can still be factually wrong.

Example

An answer avoids adding details absent from its retrieved passages.

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Audio transcript

Faithfulness. The extent to which generated claims are supported by provided evidence. A faithful summary of a wrong source can still be factually wrong. For example: An answer avoids adding details absent from its retrieved passages.

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