Detecting Lookahead Bias in LLM Forecasts

Zhenyu Gao, Wenxi Jiang, Yutong Yan

We develop a statistical procedure to detect lookahead bias in economic forecasts generated by large language models (LLMs). Using a date-only recall query for a firm-date pair, we…