We are ready for Machine Learning Explainability ?

The new European Union General Data Protection Regulation (GPDR, General Data Protection Regulation) includes regulations on how to use Machine Learning. These regulations aim to give control of personal data to the user introducing the Right to explanation. Right to explanation is a demand from the European Union to make Artificial Intelligence more transparent and ethical. This regulation promotes to build Algorithms that ensures an explanation for every Machine Learning decision. Explainability is still without a consensus on how an explanation needs to look like.