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60% of Federal Judges Are Using AI. Nearly Half Have Had Zero Training.
CRIMINALYTICS · EDITION 4 · AI IN CRIMINAL JUSTICE Where algorithms meet accountability. Where data meets due process. Welcome to our 1,700+ subscribers. Each week Criminalytics covers one big idea at the intersection of AI and criminal justice. This week, we’re looking inside the courtroom — and what we found should concern everyone. THIS WEEK’S BIG IDEA 60% of Federal…
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When the 911 Call Gets Smarter, Lives Get Saved
Denver’s STAR program: 2,400+ calls, zero use-of-force incidents. AI-assisted 911 dispatch is making the justice system faster, safer, and more human.
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The Most Underserved Lawyer in America Could Be AI’s Biggest Beneficiary
Public defenders carry 300 cases at once and spend 7 minutes per hearing. AI tools could give them back the one thing they need most: time.
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Predicting Recidivism with Machine Learning: Key Findings
A recent study uses machine learning to predict which convicts are prone to reoffend. Analyzing 13,000 cases, a Decision Tree model identified prior convictions (especially suspended sentences), education level, and age at first offense as top factors influencing recidivism. The model achieved 67% accuracy, revealing that convicts with multiple prior sentences or early first offenses are more likely to reoffend.…
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How RapidDeploy is Transforming Emergency Response
A new app called RapidDeploy is revolutionizing emergency response by allowing 911 responders to see and hear what’s happening at the scene of an emergency. This video feature was crucial in a recent incident off the coast of Florida, where a woman called 911 after her husband fell overboard. Thanks to RapidDeploy, dispatchers guided her to rescue him. Learn more:…
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Revolutionary LIBS Sensor Enhances Crime Scene Forensics
Researchers have unveiled a groundbreaking portable laser-induced breakdown spectroscopy (LIBS) sensor for crime scene investigations, offering both handheld and tabletop modes. Developed by the Italian National Agency for New Technologies, Energy and Sustainable Economic Development (ENEA) and the Fraunhofer Institute for Chemical Technology (ICT), this device enables on-the-spot analysis of forensic samples with unprecedented sensitivity and depth. Key features include…
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Revolutionizing Police Training with Simulators
Modern policing is being transformed by use-of-force simulators, which provide immersive, realistic training for officers. These tools help practice de-escalation, mental health responses, and adaptive decision-making in high-stress scenarios. Beyond improving officer skills, simulators are also used for citizen outreach, allowing the public to experience policing challenges firsthand. Read more: https://apbweb.com/2024/03/use-of-force-simulators-and-citizen-outreach/ LawEnforcement #PoliceTraining #UseOfForce #DeEscalation #CommunityPolicing #SimulatorTraining #PublicTrust #ModernPolicing
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Unlocking DarkBERT: The Future of Cyber Threat Intelligence
South Korean researchers have developed DarkBERT, an advanced language model designed to decode the complex language of the Dark Web. This tool revolutionizes threat intelligence by identifying keywords linked to illegal activities and detecting cyber threats with impressive accuracy. Outperforming models like BERTCoDA and BERTReddit, DarkBERT excels in its top 10-20 predictions, acting as a “virtual bloodhound” for cybersecurity professionals.…
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AI Surveillance System Enhances Public Safety
A new study published in IEEE Access introduces an AI-powered surveillance system designed to enhance public safety by detecting high-risk individuals in real-time. With violent crimes, particularly those involving repeat offenders, posing a significant threat to vulnerable areas like schools and childcare centers, this system uses deep-learning facial recognition to identify criminals from surveillance footage. The system processes video frames…