Ruishan Fang

Stop Wasting Your Tokens: Towards Efficient Runtime Multi-Agent Systems

While Multi-Agent Systems (MAS) excel at complex tasks, their growing autonomy with operational complexity often leads to critical inefficiencies, such as excessive token consumption and failures arising from misinformation. Existing methods primarily focus on post-hoc failure attribution, lacking p…