50 GPT-6.1 agents in a Minecraft survival world self-organized into a complex society with a pseudo-government, hierarchy, and division of labor, sending 5,900 messages in 3 hours, demonstrating the potential for autonomous agent swarms to achieve complex goals, and highlighting the need for robust control and coordination mechanisms in production AI systems.