EPISODE · May 26, 2026 · 11 MIN
When AI Decides on Your Bail
from AI Ethics with Fexingo: Bias, Safety, and Responsible Artificial Intelligence · host Fexingo
In this episode, Lucas and Luna examine how algorithms are increasingly used to set bail amounts and predict flight risk in the U.S. criminal justice system. They focus on the specific case of New Jersey, which reformed its bail system in 2017 to rely on a risk-assessment tool called the Public Safety Assessment (PSA). The hosts walk through how the PSA works, the data it uses, and the troubling findings from a 2024 study that showed the tool underestimated risk for Black defendants by over 10 percent compared to white defendants. The conversation explores the tension between efficiency and fairness, the opacity of proprietary algorithms, and the difficulty of auditing these systems when the code is a trade secret. Lucas and Luna also draw broader lessons about the lifecycle of AI in high-stakes public policy, from initial enthusiasm to later scrutiny and potential reform. This episode includes a brief donation segment reminding listeners that the show is ad-free and supported by listener contributions. #AIEthics #Bias #CriminalJustice #RiskAssessment #PublicSafetyAssessment #NewJersey #BailReform #AlgorithmicBias #PredictiveModeling #ProprietaryAlgorithms #AuditingAI #Fairness #Technology #Policy #FexingoBusiness #BusinessPodcast #DataScience #Ethics Keep every episode free: buymeacoffee.com/fexingo
What this episode covers
In this episode, Lucas and Luna examine how algorithms are increasingly used to set bail amounts and predict flight risk in the U.S. criminal justice system. They focus on the specific case of New Jersey, which reformed its bail system in 2017 to rely on a risk-assessment tool called the Public Safety Assessment (PSA). The hosts walk through how the PSA works, the data it uses, and the troubling findings from a 2024 study that showed the tool underestimated risk for Black defendants by over 10 percent compared to white defendants. The conversation explores the tension between efficiency and fairness, the opacity of proprietary algorithms, and the difficulty of auditing these systems when the code is a trade secret. Lucas and Luna also draw broader lessons about the lifecycle of AI in high-stakes public policy, from initial enthusiasm to later scrutiny and potential reform. This episode includes a brief donation segment reminding listeners that the show is ad-free and supported by listener contributions. #AIEthics #Bias #CriminalJustice #RiskAssessment #PublicSafetyAssessment #NewJersey #BailReform #AlgorithmicBias #PredictiveModeling #ProprietaryAlgorithms #AuditingAI #Fairness #Technology #Policy #FexingoBusiness #BusinessPodcast #DataScience #Ethics Keep every episode free: buymeacoffee.com/fexingo
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When AI Decides on Your Bail
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