Private Health Journal

Glossary · Evaluation and safety

Explainable AI

XAI · interpretability

Explainable AI

Established

Methods that make a model's behaviour or a specific output understandable to a person.

An explanation that is plausible but unfaithful to the model can increase misplaced trust rather than reduce it.

Context

SourceISO/IEC TS 6254 (AI explainability); WHO (2021)