Multi-agent artificial intelligence (AI) is revolutionizing our capacity to tackle intricate tasks by empowering autonomous agents to interoperate. These intelligent entities can concentrate on specific aspects of a problem, leveraging their collective knowledge and strengths to achieve superior res