Quod erat demonstrandum? - Towards a typology of the concept of explanation for the design of explainable AI

• We propose a framework for defining different types of explanations of AI systems.
• We contextualize current XAI discourses within the proposed framework.
• We highlight two broad perspectives for defining quality criteria for explainability.
• We discuss the relevance of our framework in light of current and upcoming AI regulation.

https://www.sciencedirect.com/science/article/pii/S0957417422019066?via=ihub