Risk and punishment: The recent history and uncertain future of actuarial,algorithmic, and “evidence‐based” penal techniques

In recent decades, risk prediction has proliferated in the penal realm. Risk instruments currently guide an array of correctional decisions—such as participation in diversion programs, the provision of correctional services, and probation and parole supervision levels—and are being increasingly utilized or considered in pretrial detention and criminal sentencing. This article reviews empirical and theoretical accounts of the proliferation and effects of risk in the penal realm and also reflects on ongoing debates about the promises and perils of risk. Risk techniques have impacted the practices, discourses, and logics of punishment. Yet they have not triggered the abandonment of rehabilitative approaches (or retributive ones), nor have they replaced human judgment with a rationalized utopia or iron cage. This article also offers several interventions that complicate and further our understandings of risk. First, it highlights the complex entanglements between, on the one hand, actuarial and algorithmic risk instruments and, on the other, subjective, moral, and affective methods of evaluation. Second, it calls for increased attention to the performative effects of risk technologies: to the ways in which assessments not only report on but also create and alter the social world. The article concludes by reflecting on emerging topics and directions for future research.