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.
Predictive performance of multi-model ensemble forecasts of COVID-19 across European nations.eLife, 12:e81916, April 2023
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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.