Human-centered Explainable AI: Towards a Reflective Sociotechnical Approach

Upol Ehsan, Mark O. Riedl

Explanations--a form of post-hoc interpretability--play an instrumental role in making systems accessible as AI continues to proliferate complex and sensitive sociotechnical system…