Scaleout, a startup backed by NATO, is deploying decentralized AI-driven learning to military bases and drones, according to Ars Technica. The company is adapting AI for autonomous drone reconnaissance and attack missions, with small models running directly on the drones themselves.

The key shift is that the AI models are small enough to operate on the edge, letting drones identify and attack battlefield targets without relying on a central connection. Decentralized learning allows the models to be updated across the network of bases and drones.

This is a single-source report, so there are no differing accounts to compare. The story highlights a growing military interest in edge AI for autonomous systems.