OfficeTown: An Organizational Simulation Framework and Benchmark for Evolving Agent Capabilities

Researchers propose OfficeTown, a professional organization simulation framework initialized from a natural-language description of an organization; members coordinate work, delegate tasks to assistant agents, and review deliverables, while artifacts, decisions, and unresolved matters continuously shape subsequent work.