Xai, Iml, AI, Explainable Ai, Interpretability.
and interpretability are interchangeable terms. While interpretability of a system is about the extent of cause and effect behavior that can be observed, explainability aims at giving a human-understandable version of the system’s inner workings. Let us assume an AI model that simulates the food