The high-level expert group on artificial intelligence set up by the European Commission has been visionary in putting together a set of guidelines for the human-centric, ethical use of AI in our society. Trustworthy AI has three components, which should be met throughout the system’s entire life cycle: 1) it should be lawful, complying with all applicable laws and regulations 2) it should be ethical, ensuring adherence to ethical principles and values and 3) it should be robust, both from a technical and social perspective. I am a member of the European AI Alliance, a forum that engages European citizens and stakeholders in a dialogue on the future of AI in Europe. In my presentation I will share the latest thoughts and developments on making sure that AI as represented by machine learning solutions will by be tested and certified and make itself aware to humans as such.