The landscape of artificial intelligence is rapidly changing, with numerous-AI agent collaboration representing a significant advance. Rather than individual AI systems working separately, this innovative approach requires multiple AI specialists to jointly tackle difficult problems. Each system can specialize in a specific area, sharing insights a