Scaleout's edge AI picked and struck a target without a radio link

The January ALMA demo turned Andreas Hellander and Salman Toor's federated-learning research into onboard targeting, with a pilot held in reserve.

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Primary source: Tom's Hardware

Why it matters

Scaleout shows how edge-AI infrastructure can move from distributed training into autonomous weapons without relying on a cloud connection. The founders have demonstrated the technical chain from detection to strike, while procurement, combat validation and the acceptable level of human control remain unsettled.

A pilot in a high-tech cockpit observes a holographic display showing a target locked by an autonomous system.

In January 2026, Scaleout Systems, co-founded by Uppsala researchers Andreas Hellander and Salman Toor, supplied the onboard AI for a drone that ranked possible targets, chose an armored engineering vehicle and released an explosive during BAE Systems Bofors' ALMA demonstration in Sweden.…

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