TwinMarket

A scalable LLM multi-agent framework simulating financial markets (NeurIPS 2025; ICLR 2025 Financial-AI workshop Best Paper): thousands of trader agents produce emergent market phenomena — bubbles, herding, fat-tailed returns — from individual behavior. A reference for socio-economic multi-agent simulation.