Multi-Agent Teams Hold Experts Back

Apple researchers have identified that multi-agent artificial intelligence systems often struggle to maintain performance when agents interact autonomously without rigid, pre-defined workflows. The study suggests that spontaneous coordination frequently leads to suboptimal results compared to structured, expert-led task delegation. This finding highlights a technical hurdle for developers aiming to build fully autonomous AI teams capable of complex, collaborative problem-solving.