AI Camera Networks for Wildfires

Utilities and state agencies are deploying networks of AI‑enabled high‑definition cameras to detect smoke earlier than human reporting, with deployments measured in the hundreds to low thousands across Western states. Companies like Pano AI report hundreds of detections and utilities (Arizona Public Service, Xcel Energy) claim average alert time reductions (~45 minutes), and some networks (ALERTCalifornia) already count ~1,240 cameras. — Widespread adoption of AI camera networks changes who detects and responds to wildfires, raising questions about procurement, liability, surveillance, effectiveness, and climate‑adaptation budgeting.