Multi-agent AI architectures are gaining traction as a transformative force in the realm of artificial intelligence. These intelligent systems comprise multiple autonomous actors that interact to achieve common goals. By harnessing the potential of collective intelligence, multi-agent AI can address complex problems that are beyond the scope of sin