In “Constructivist Design for Interactive Machine Learning”, Advail Sarkar argues that the Interactive Machine Learning (IML) loop facilitates constructivist learning, as it maximises the interaction between end-users’ experience of the Machine Learning (ML) model and their ideas about the status of the ML model. Sarkar proposes a set of objectives