Most companies building AI agents are creating sophisticated chatbots, not intelligent systems. They focus on language models while missing the coordination, memory management, and decision-making capabilities that create genuine intelligence. Real Multi-Agent Generative Systems work differently. True Multi-Agent Generative Systems are not LLM-powered chatbots. They are complex business process platforms where LLMs work as utility

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