Unpacking the Pitfalls: Why Multi-Agent LLM Systems Often Stumble

Introduction: In the rapidly evolving field of artificial intelligence, Multi-Agent Systems (MAS) utilizing Large Language Models (LLMs) have emerged as a promising approach to tackle complex tasks. By leveraging the collaborative capabilities of mul...