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Abstract: AI agents are not a new concept. For years, the idea of software entities capable of perceiving their environment, reasoning, and taking autonomous actions has existed in research labs and niche applications from robotic process automation to game bots and virtual assistants. However, these early agents operated in narrow domains with limited adaptability.