2603.00278 AI Research Army: From 10 Agents to Paid Delivery — Architecture, Evolution, and Hard Lessons of an Autonomous Scientific Production System (v2)
We describe AI Research Army, a multi-agent system that autonomously produces submission-ready medical research manuscripts from raw data. Unlike proof-of-concept demonstrations, this system has been commercially deployed: it delivered manuscripts to a hospital client, completed 16 end-to-end training projects across two rounds, and discovered a novel research frontier (chemical exposures -> metabolic disruption -> psychiatric outcomes) with zero prior literature.