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IUI 2026 | Median Hazards Fell from 93 to 63 — When AI Becomes a Coach, Not an AlarmA simulator study with 15 licensed drivers shows real-time assistance can cut hazards, and after personalized training improvement remains on a new map with assistance removed. Fixed order, small sample, and short tests still limit the conclusions.July 30, 2026

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