AI Business LensTHE BUSINESS OF AI, FOR PEOPLE WHO TEACH IT OR LEARN FROM IT
The Guardian — AI · September 10, 2026

Weatherwatch: AI model beats standard methods at predicting cyclones

Earth ScienceEnvironmental ScienceData Science
THE AI ANGLE
Predicting cyclones using pattern recognition learned from training data

According to a study in Nature, Google's WeatherNext AI model outperforms existing numerical systems by delivering cyclone forecasts three days in advance with the accuracy previously seen in two-day predictions. Unlike traditional physics-based models that require immense supercomputing power for numerical calculations, the AI model generates comparable longer-term forecasts faster and at lower cost by identifying patterns learned from training data. This development highlights a growing shift in atmospheric and computational sciences toward integrating machine learning alongside conventional forecasting methods.

THE TEACHING ANGLE
Students can debate the computational and methodological trade-offs between traditional physics-based numerical modeling and data-driven AI pattern recognition in predicting extreme weather events.

Read the original at theguardian.com   Generate teaching or study materials

Instructors get discussion guides, assignments, and mini-cases. Students and readers get a plain summary, class prep, and an exercise. All built from the full article. Three are free with an account.

More in Earth Science