Multi-agent artificial intelligence (AI) is revolutionizing our capacity to tackle complex tasks by facilitating autonomous agents to collaborate. These intelligent entities can focus on particular aspects of a problem, leveraging their combined knowledge and capabilities to achieve optimal results. This paradigm shift in AI offers remarkable oppo