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Google builds an AI model that can predict future weather catastrophes

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Drew is a freelance science and technology journalist with 20 years of experience. After growing up knowing he wanted to change the world, he realized it was easier to write about other people changing it instead.

Google has released an artificial intelligence model that it claims can generate accurate weather forecasts at scale — while being cheaper than conventional physics-based forecasting.

Weather is difficult to predict, with many variables that can lead to potentially devastating weather events — from hurricanes to heat waves. As climate change worsens and extreme weather events become more common, accurately predicting the weather can save lives by giving people time to prepare for the worst effects of natural disasters.

By submitting your information you agree to the Terms & Conditions and Privacy Policy and are aged 16 or over.Current predictions also use deterministic or probabilistic forecast models, in which random variables are introduced to the initial conditions. But this leads to a rapidly higher error rate — meaning that accurately predicting extreme weather and weather further in the future is hard to get right.

 

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