AI RESEARCH
Real-Time Driver Safety Scoring Through Inverse Crash Probability Modeling
arXiv CS.AI
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ArXi:2603.14841v1 Announce Type: cross Road crashes remain a leading cause of preventable fatalities. Existing prediction models predominantly produce binary outcomes, which offer limited actionable insights for real-time driver feedback. These approaches often lack continuous risk quantification, interpretability, and explicit consideration of vulnerable road users (VRUs), such as pedestrians and cyclists. This research