Aligned Agents, Biased Swarm: Measuring Bias Amplification in Multi-Agent Systems

Keyu Li, Jin Gao, Dequan Wang

While Multi-Agent Systems (MAS) are increasingly deployed for complex workflows, their emergent properties-particularly the accumulation of bias-remain poorly understood. Because r…