It doesn’t matter what is the issue. Our Little Red Riding Hood needs some support so badly. The original story comes from the 17th century and at this time there was no rescue, but now we have AI! Real-life story
Even though, just by looking at the numbers, everything may seem to work perfectly, we need to understand how it works behind the scene. Classification: wolf or a husky?
We are in a point, when we desperately need AI that can be explained. In other words, our models cannot just make the decisions - they need to clarify them as well or at least allow to be clarified. XAI