The Corroboration Illusion: When More News Makes LLM Forecasts Less True

Yuan Lu, Yukuan Zhang

Large language models (LLMs) are increasingly used to forecast real-world events by retrieving and reasoning over news. We show that this dependence on an open, crawlable news corp…