In this talk we shall tell the story how the modularity of K3 surfaces led to the modularity or potential automorphy of an infinite family of Scholl representations attached to noncongruence modular forms. This is the first family of Scholl representations with unbounded degree for which the potential automorphy is established. This is a joint work with Ling Long and Tong Liu.