Phase Transition for Budgeted Multi-Agent Synergy

Bang Liu, Linglong Kong, Jian Pei

Multi-agent systems can improve reliability, yet under a fixed inference budget they often help, saturate, or even collapse. We develop a minimal and calibratable theory that predi…