Explainable AI — All you need to know. The what, how, why of explainable AI

Explainable AI solves the black box problem. This is the idea that some, in particular machine learning-based, AI systems are black boxes. We can see what goes into the blackbox, e.g. a photograph of a cat, and what comes out of the AI system, e.g. a labelled version of the photograph, but we don’t easily understand how and why the system made that…