Google's weather AI gets sharper on rain
Google DeepMind announced WeatherNext 3 on 3 September, describing it as its most advanced and accurate global weather AI model1. The company says the new model is more accurate than its predecessors, particularly on rain and snowfall, and that it can produce a global picture at a finer resolution than before2.
The output is not staying inside a research lab. Google says WeatherNext 3 will start feeding into the weather information people already see in Search, Google Maps and Gemini3. In other words, the first place most people will meet it is the forecast on a phone, not a paid product.
The release is part of a wider shift in meteorology, in which deep learning methods have been displacing the traditional physics simulations that ran on supercomputers3. Precipitation has long been the hardest part of a short range forecast to get right, and it is the part Google has put at the front of its announcement2.
Better forecasts, but check the small print
If your costs move with the weather, this is quietly useful. Construction schedules, delivery routing, retail footfall, outdoor events, groundworks and grounds maintenance all turn on whether it rains on Thursday. A meaningful improvement in rainfall prediction, arriving free inside tools your staff already use, is worth more to most small firms than another chatbot feature. It needs no procurement, no integration and no new supplier.
Two cautions. The accuracy claims here are Google's own and are stated in the company's terms, so we would treat them as a direction of travel rather than a measured result until independent forecasters have had a go. And nothing in the announcement addresses the United Kingdom specifically, so there is no Met Office comparison, no UK availability date and no pricing for anyone who wants the model as a feed rather than a search result. If you are minded to build a decision rule on top of this, remember that a forecast improving on average does not mean it improves on the days that hurt you. The person who cancels the crew still has to own the call.
Video, with thanks
WeatherNext 3: More accurate, timely, and local weather forecasts
Filmed and published by Google DeepMind. We have not copied it or embedded it, because embedding a player would set cookies this site promises not to set. The link goes to their channel, where the view counts for them.
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