Glossary

Explainability — Glossary

Techniques and product designs that help humans understand why an AI system produced an output.

Also known as: XAI

Reviewed:

Full definition

Approaches range from interpretable models to citations and tool traces. Explanations can be unfaithful; validate them rather than equating fluency with truth.

Related encyclopedia topic

Explainable AI — Explainable AI (XAI) aims to make model behavior understandable to humans through interpretable models, post-hoc explanations, or evidence-centered product…

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