LLMs1 min read
AuditForecast: Structured Probabilistic Forecasting for Agents
AuditForecast is a new agentic scaffold that improves forecasting accuracy and auditability by structuring the forecasting process with explicit evidence aggregation and probability updates. It outperforms existing agentic baselines and expensive deep-research agents while maintaining a favorable cost-accuracy tradeoff.
From arXiv cs.CL