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This research paper proposes a multi-agent AI architecture inspired by Kahneman's theory of fast and slow thinking, where System 1 agents make quick decisions based on experience while System 2 agents engage in deliberate reasoning for complex problems. Both agent types are supported by models of the world and self to address current limitations in narrow AI systems.