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- 1Why AI struggles to forecast hurricane intensity▼Why AI has trouble predicting the fury of hurricane intensity
AI-based forecasting has improved hurricane track predictions, but rapid intensification remains difficult to model. Phys.org reports that machine learning systems have trouble capturing the small-scale ocean and atmosphere processes that drive a storm's sudden surge in strength, which is often the most dangerous element for coastal communities. Forecasters say intensity errors can leave residents with little time to prepare.