Artificial intelligence (AI) as a domain is growing in society, in business, but also in the computer science department. Furthermore, national and European research agendas in AI strongly promote both technical advances (such as deep learning) and societal challenges to be tackled (such as the ethical study of consequences of AI technology). Locally, we are actively involved in both lines of research, and both applied and academically. We address AI largely in two themes: Trustworthy artificial intelligence and AI in practice.