Evaluating Binary Decision Biases in Large Language Models: Implications for Fair Agent-Based Financial Simulations

Alicia Vidler, Toby Walsh

Large Language Models (LLMs) are increasingly being used to simulate human-like decision making in agent-based financial market models (ABMs). As models become more powerful and ac…