Forecast-Dojo: Replayable Environments for Benchmarking and Training LLM Forecasting Agents.

arXiv:2609.28876v2 Announce Type: replace Abstract: Forecasting requires large language model (LLM) agents to gather evolving evidence, revise their beliefs, and make calibrated predictions over time. Yet evaluating and improving these capabilities is challeng