Multi-Agent Systems

.By 2026 generative AI will transition from chat‑bot tools to autonomous agents that reason, plan, and execute complex workflows with minimal human oversight. Industries such as telecom, manufacturing and logistics will deploy multi‑agent systems for self‑configuring, energy‑efficient operations, shifting performance metrics from model size to agency and power use. Security will focus on governing AI actions, while “disposable” AI‑generated modules replace static apps and reduce data hoarding. Open‑source platforms will enable sovereign AI solutions, and human‑centric designs will embed personality insights to manage communication and conflict, making control of training pipelines and energy supply the new competitive edge.