Narrowing the Flame: AI resource allocation and the practical prevention of wildfires

AI is changing wildfire management by prioritizing where human effort matters most, not by predicting fires.
Human-in-the-loop systems cut response time and reduce ignition risk under tight resource limits.
This shift turns wildfire control from emergency reaction into practical prevention.