Collaborative multi-agent AI systems are rapidly evolving as a powerful paradigm for tackling complex challenges. These systems comprise a multitude intelligent agents that collaborate with each other to achieve unified purposes. By leveraging the collective wisdom read more of individual agents, these systems can exhibit a level of intelligence an