When is AI actually explainable?

Explainability is a fascinating topic. It covers a research field where a wide variety of experts come together: mathematicians, engineers, psychologists, philosophers and regulators, which makes it one of the most interesting. I have been involved in quite some AI projects where explainability -- or XAI -- turned out to be crucial. So, I decided to gather and share my experiences, and the experiences of my colleagues at Deeploy. AI is one of the biggest innovations of our time. It can change the way we live, work, care, teach and interact with each other.