The conference is intended to raise awareness about the importance of predictive inference and its applications, showcase research of current and emerging leaders in the field, and encourage interactions among scientists with complementary skills. Activities include talks by Ronald Christensen, David Dunson, Edward George, and Martin Wainwright and a session honoring C. R. Henderson. The conference is made possible by a gift from David Harville and is co-sponsored by the ASA Section on Statistical Learning and Data Science.