Prompting for Policy: Forecasting Macroeconomic Scenarios with Synthetic LLM Personas

Giulia Iadisernia, Carolina Camassa

We evaluate whether persona-based prompting improves Large Language Model (LLM) performance on macroeconomic forecasting tasks. Using 2,368 economics-related personas from the Pers…