Explainability

In this chapter, we’ll look at how AI systems are built using various algorithms. Our main goal here is to identify why these AI algorithms are sometimes seen as “black-box” decision-making solutions. After that, we’ll discuss multiple explainable AI methods (XAI) and how XAI interprets the learning process of AI algorithms so that they’re understandable and explainable to people.