We use big data to sentence criminals. But can the algorithms really tell us what we need to know?

Abstract

Today, judges across the U.S. use risk assessment tools like COMPAS in sentencing decisions. In at least 10 states, these tools are a formal part of the sentencing process. Elsewhere, judges informally refer to them for guidance.