We examined records of males incarcerated in a large southern state to assess the risk technical violators would pose to public safety by exploring their likelihood of engaging in prison misconduct. Data from official prison records provided by a large southern state’s primary corrections agency were examined using multiple counterfactual analytic techniques. Based on the official disciplinary records from male inmates readmitted to prison for technical violations and new offenses, technical violators were found to be significantly less likely to engage in any form of prison misconduct. Implications for research and policy are discussed, including the potential for recidivism research and prison reduction policies.