LLM-based Agents for Forecasting and Prediction: Methods, Training, Evaluation, and Applications

Xiaogang Xu, Jiaqi Tang, Jianmin Chen +12

Large language models (LLMs) now support forecasting systems that combine language-based reasoning with temporal data, evidence retrieval, external tools, and iterative prediction.…