Predictive algorithms are increasingly used in pretrial and sentencing decisions, but validation and fairness findings remain contested. Suggested starting points: Risk assessment tools shift decisions toward actuarial scoring. Bias and transparency concerns affect public trust. Judicial discretion may shape implementation.