Multi-agent artificial intelligence (AI) is revolutionizing our ability to tackle demanding tasks by empowering independent agents to collaborate. These intelligent entities can focus on particular aspects of a problem, leveraging their collective knowledge and assets to achieve superior results. This paradigm shift in AI offers unprecedented oppo