Google DeepMindAnalysisScienceOctober 6, 2026

Google Earth AI models forecast disease outbreaks for public health

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Google Research detailed five partner-driven case studies using its Population Dynamics Foundation Model (PDFM), which compresses privacy-preserving search trends, mobility, and environmental data into location embeddings without task-specific fine-tuning. Partners tested a Geospatial Reasoning agent and a planetary prediction engine during the Ebola outbreak in the Democratic Republic of Congo.

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