Explainable Artificial Intelligence (xAI) Explained

The problem that we face now with artificial intelligence (AI) is that many methods work, and we believe that for whatever is done under the hoods – we don't elaborate on the details. Yet it's very important to understand how the prediction is done, not only to understand the architecture of the method. That's why explainable AI (xAI) is becoming a hot topic today. There are many goals for an xAI model to fulfill. It's important that domain experts using a model can trust it.