COMPAS

COMPAS, or Correctional Offender Management Profiling for Alternative Sanctions, is a risk assessment tool used largely in the criminal justice system. It analyzes various factors related to a person's background, behavior, and criminal history to predict the likelihood of reoffending. Judges and parole boards sometimes use COMPAS scores to guide decisions about bail, sentencing, or parole. While it aims to improve public safety and efficiency, concerns have been raised about its accuracy and potential biases, particularly regarding race and socioeconomic status, which can impact fair treatment in the justice system.