Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle complex tasks by facilitating autonomous agents to collaborate. These intelligent entities can concentrate on distinct aspects of a problem, leveraging their collective knowledge and assets to achieve optimal results. This paradigm shift in AI offers remarkable possi