The second annual FAT* Conference 2019 brings together researchers and practitioners interested in fairness, accountability, and transparency in socio-technical systems. FAT* 2019 builds on the success of the inaugural 2018 conference, which was held in New York. Stay tuned for announcements about the location and calls for participation for the 2019 conference.