New AI Model ESFM Predicts Global Extreme Weather

Scientists from ETH Zurich and the Swiss AI Initiative have launched the Earth System Foundation Model (ESFM) ^[1][2]. This new artificial intelligence framework autonomously learns interactions between the atmosphere, land, and water ^[1]. Unlike previous models that only analyzed the air, ESFM combines diverse datasets to improve precision ^[1][3].

The system predicts extreme events like super typhoons with high accuracy ^[1]. It is designed to work even when satellite or ground station data is missing ^[1][2]. This capability allows the model to fill critical information gaps in global weather forecasting ^[2].

Researchers state this unified framework represents a major step in data integration ^[3]. By understanding how different earth systems work together, the model shows exactly how extreme weather originates ^[2]. This helps scientists prepare for climate-related disasters more effectively.