AI ethics is hotly debated and often attracts exotic ideas and fears about superintelligence. This talk moves away from this polarization and science fiction fantasies and instead focuses on concrete ethical issues raised by AI and related data science. It also gives an overview of some challenges for AI policy in the light of these problems.