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The National Hurricane Center relied heavily on Google DeepMind's WeatherNext 3 AI model to forecast Hurricane Isaias, deviating from traditional physics-based models and so far validating the shift toward routine AI-assisted weather prediction.
Google DeepMind and Google Research have released WeatherNext 3, an AI weather forecasting model that achieves superior accuracy and integrates into Google products like Search, Maps, and Gemini.
This paper introduces a probabilistic approach to end-to-end AI weather forecasting by enhancing the Aardvark Weather model with learned observation noise and Monte Carlo dropout, improving mean forecasts by 4.2% on average and separating aleatoric and epistemic uncertainty.
Google DeepMind announces WeatherNext 3, an AI model that provides more accurate, timely, and local weather forecasts.