When a disaster knocks out cell towers, FirstNet deployables take 2–6 hours to arrive. This article breaks down what FirstNet gets right, where physics limits it, and how an offline BLE mesh platform with on-device AI classification fills the gap — using real Kotlin code from the ResQMesh AI open-source project.