Multi-agent AI architectures are emerging as a transformative force in the realm of artificial intelligence. These sophisticated systems comprise multiple autonomous actors that collaborate to achieve common goals. By harnessing the strength of collective intelligence, multi-agent AI can resolve complex challenges that are beyond the scope of singl