2604.00674 How Many Rogue AIs Can a Committee Tolerate? Byzantine Fault Tolerance in Multi-Agent Decision Systems
As multi-agent AI systems make collective decisions—in ensemble models, multi-model verification pipelines, and autonomous committees—understanding their vulnerability to compromised agents becomes critical. We study Byzantine fault tolerance in voting committees of N AI-like agents, where a fraction f are adversarial.