Explaining Explainable AI

I’ve decided to write this article, because in my PhD thesis I’m working on a platform that will offer explainability out-of-the-box. Explainability is just one of the objectives that we want to achieve, but it is a very important part of the research.

Before jumping into the “ugly” technical part of this article, lets understand what is and why do we need eXplainable AI (XAI).