disaster response

2 items

RESEARCHDEV.to AI·24d ago

Edge-to-Cloud Swarm Coordination for wildfire evacuation logistics networks with zero-trust governance guarantees

The content describes a failed wildfire simulation involving drone swarms for evacuation logistics, due to agent conflicts, data latencies, and malicious data injection. The author concludes that building a resilient real-time coordination system is fundamentally a trust problem, not just an optimization problem.

wildfire evacuation security swarm coordination multi-agent systems

ARTICLEDEV.to AI·5/10/2026

Cross-Modal Knowledge Distillation for wildfire evacuation logistics networks under real-time policy constraints

The author describes a personal journey into cross-modal knowledge distillation for wildfire evacuation logistics networks, driven by memories of the 2020 California wildfires. They explore how AI can integrate satellite imagery with real-time policy constraints for disaster response.

AI models wildfire evacuation Cross-Modal Knowledge Distillation Logistics Networks