Multi-agent artificial intelligence (AI) is revolutionizing our skill to tackle demanding tasks by empowering independent agents to coordinate. These intelligent entities can focus on distinct aspects of a problem, leveraging their aggregate knowledge and capabilities to achieve optimal results. This paradigm shift in AI offers unprecedented poten