AI agents have evolved from simple rule-based automation to intelligent, knowledge-based systems that enhance decision-making across industries. These agents, categorized as reactive, proactive, and hybrid, play crucial roles in data analysis, automation, and personalization. Knowledge-based AI, leveraging structured logic and reasoning, is revolutionizing healthcare, finance, cybersecurity, and more. As AI continues to integrate deep learning and symbolic reasoning, businesses must embrace these advancements to stay competitive.
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