AI, Xai, Iml, Explainable Ai, Interpretability.
a complex concept, it assists in understanding and thereby achieving significant desiderata of ML systems. Interpretability can help achieve: Fairness by showing that a certain class is not explicitly or implicitly being discriminated against by the model Privacy through the protection of sensitive