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Satya Nadella introduced new research showing that machine learning can improve weather forecasts two to six weeks ahead, a time scale that has historically been difficult to predict. The research has been published in Nature. Nadella said the work could help respond to extreme weather, manage natural resources, and support agricultural decision-making. He also offered a broader idea: the future lies not only in more capable models, but in building intelligent verification systems around models—learning where models systematically err, reasoning about causal relationships, and continuously calibrating predictions against reality. At present, this news has only this one source, and there are no subsequent developments.
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Microsoft Research publishes in Nature: Machine learning improves 2-6 week weather forecastsDevelopments
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Oct 17
Satya Nadella
Microsoft Research publishes in Nature: Machine learning improves 2-6 week weather forecasts
Microsoft published new research in Nature showing that machine learning can improve weather forecasts for the next two to six weeks, a timescale that has historically been difficult to predict. Satya Nadella said the work could help respond to extreme weather, manage natural resources, and assist agricultural decision-making. He also proposed a broader idea: the future lies not only in more capable models, but also in building intelligent verification systems around models that learn where models systematically err, reason about causal relationships, and continuously calibrate predictions against reality.