Multi-agent artificial intelligence (AI) is revolutionizing our skill to tackle complex tasks by enabling independent agents to coordinate. These intelligent entities can focus on particular aspects of a problem, leveraging website their aggregate knowledge and capabilities to achieve superior results. This paradigm shift in AI offers unprecedente