2026. Next-Generation Neural Intelligence Architecture within Distributed Bookkeeping Ecosystems: Immediate Scam Detection, Economic Exposure Forecasting. European Journal of Emerging Artificial Intelligence. 3, 05 (May 2026), 6–13.