InterpretabilityInterpretability concerns the meaning of an AI system’s outp… concerns the meaning of an AI system’s output in the context of its designed purpose, and the extent to which cause and effect can be observed within the system. Where explainabilityExplainability is the ability to represent the mechanisms un… addresses how a system works, interpretabilityInterpretability concerns the meaning of an AI system’s outp… addresses what its output actually means.
Sources: FDA Digital Health and AI Glossary; NIST AI Resource Center Glossary