A "Challenge" is a means to engage academia, industry, and the public towards solving a common problem and advancing the state of the art. In the context of Machine Learning, challenges have commonly involved open competitions organized around a publicly-released data set. The world-wide collaboration resulting from such challenges has historically driven fundamental advances in many fields. In some communities, these challenges are also called “Hackathons.”