An LLM-guided tree search system autonomously creates diverse forecasting models that match or beat CDC human-curated ensembles in a 2025-2026 prospective multi-pathogen evaluation.
Evaluating infectious disease forecasts with allocation scoring rules.Journal of the Royal Statistical Society Series A: Statistics in Society, 188(4):1299–1325, October 2025
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Prospective multi-pathogen disease forecasting using autonomous LLM-guided tree search
An LLM-guided tree search system autonomously creates diverse forecasting models that match or beat CDC human-curated ensembles in a 2025-2026 prospective multi-pathogen evaluation.