The Christmas Lecture, organized by the School of Mathematical, Physical and Natural Sciences (SMFN) of the University of Genoa in collaboration with the non-profit cultural association Science is Cool (SCOOL), is back with the title: “AI and convivial technologies. Social, ethical, and environmental aspects of machines calibrated with (lots of) data.”