We conduct basic and applied research on artificial intelligence that covers the entire spectrum from developing core AI methodology to realising innovative AI-based applications in heterogeneous application domains and across disciplines. Methodologically, we target technical, societal, ethical and social challenges in a human-centred approach that focuses on users’ needs and critically reflects on the work, use and effects of the developed approaches.