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In the paper, Intelligent Autonomous Decentralized Systems (IADS) is proposed. It is the development based on the combination of autonomous decentralized systems (ADS) and distributed artificial intelligence (DAI). The concept, model, architecture, performance, methodology and technology for design and implementation of IADS are discussed. The IADS based on Agent (Union-IADS, Market-IADS, Group-IADS) are presented. They have not only autonomous controllability and coordination, but also some humanoid DAI, such as activity, mobility, sensibility, reactivity and sociality.