At the end of 2017 and the beginning of 2018, Calico lost two top scientists; in December 2017 Hal Barron, its head of R&D, left for GlaxoSmithKline, and in March 2018 Daphne Koller, who was leading their AI efforts, left to pursue a venture in applying machine learning techniques to drug design.[16][17]