Autonomous driving is topical, and all over the place: headlines of accidents with the Tesla autopilot are reaching us from the USA, in Europe, automobile giants are uniting to remain competitive, and in China the first autonomous buses are in operation. From a technical point of view, where do we stand right now? What mobility concepts are we striving to reach, coupled to which social challenges?