Multi-agent AI systems are rising to prominence as a transformative force in the realm of artificial intelligence. These complex systems comprise multiple autonomous actors that coordinate to achieve common objectives. By harnessing the potential of collective insight, multi-agent AI can resolve complex problems that are beyond the scope of single