Successfully deploying multi-agent AI systems for complex tasks necessitates a sophisticated coordination strategy. Each entity within the system must communicate effectively to achieve a shared objective. This requires careful design of the interaction platform, coupled with robust algorithms for decision-making. Challenges arise in fields such as