Privacy-First AI Accelerates Wildfire Evacuation Planning

Wildfire evacuations demand split-second decisions based on sensitive location data that privacy regulations explicitly protect. This research demonstrates how AI can optimize evacuation routes in real-time while respecting GDPR and HIPAA constraints, solving a critical gap in emergency logistics where speed and privacy protection traditionally conflict. The privacy-preserving approach could establish a precedent for other time-critical scenarios requiring both life-safety decision-making and personal data protection.