In April, our research team at Amazon open-sourced our PECOS framework for extreme multilabel ranking (XMR), which is the general problem of classifying an input when you have an enormous space of candidate classes. PECOS presents a way to solve XMR problems that is both accurate and efficient enough for real-time use. At this year’s Knowledge Discovery and Data Mining Conference (KDD), members of