Multi-agent artificial intelligence (AI) is revolutionizing our capacity to tackle demanding tasks by facilitating independent agents to coordinate. These intelligent entities can concentrate on specific aspects of a problem, leveraging their aggregate knowledge and assets to achieve superior result