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.
Mastering the game of Go without human knowledge.Nature, 550(7676):354–359, 2017
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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.