Google’s AI weather model outperforms traditional forecast models: Study
By Jack Aylmer (Anchor), Evan Hummel (Producer)
The artificial intelligence revolution is transforming weather forecasts and may potentially save lives. Google DeepMind unveiled its new AI weather prediction model on Wednesday, Dec. 4, known as GenCast, which researchers say improves the accuracy and speed at which forecasts are delivered. They say it could give those in harm’s way added time to prepare.
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Artificial branch behind the weather forecast model considered the best in the world
Click to see story on Eesti RahvusringhäälingAI weather models can now beat the best traditional forecasts
Click to see story on The ConversationGoogle DeepMind hits new milestone in AI weather forecasting
Click to see story on Financial TimesProbabilistic weather forecasting with machine learning
Click to see story on NatureGoogle’s DeepMind tackles weather forecasting, with great performance
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Click to see story on Barron'sGoogle DeepMind boffins build a ‘better’ weather model
Click to see story on The RegisterGoogle says its AI weather model is capable of producing a 15-day forecast
Click to see story on Lietuvos Radijas ir TelevizijaWeather: Google claims to have developed a very reliable artificial intelligence on 15-day forecasts
Click to see story on Le ParisienGoogle introduced GenCast, an AI that is better than humans to forecast extreme weather events
Click to see story on la NacionMeteorology. Google develops AI for future predictions
Click to see story on SapoGoogle’s new AI weather model GenCast handily beats world’s most reliable forecast systems
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Untracked Bias
Google announces successful AI for meteorology and enters a new technological race with China
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Click to see story on CNN GreeceGoogle DeepMind unveils GenCast, an AI weather model that the company claims outperforms traditional methods on up to 15-day weather and deadly storm forecasts
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Click to see story on themondonews.comGenCast, Google’s weather-forecasting model, can predict extreme weather events over two weeks in advance
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Click to see story on deepmind.googleThe AI model reportedly outperforms traditional forecasting methods and can predict extreme weather more accurately.
The study published in Nature on Wednesday, Dec. 4, reveals that GenCast formulates its predictions through four decades of data from the European Centre for Medium-Range Weather Forecasting (ECMWF).
Researchers revealed the Google model outperformed the ECWMF 15-day forecast on 97.2% in 1,320 different scenarios and also outperformed the European model in determining temperature, wind speed and humidity.
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Researchers say AI forecasting is also faster than traditional methods. They claim GenCast can generate a weather prediction in eight minutes compared to hours with traditional weather forecasting methods.
Scientists also note that GenCast could be enhanced to predict storm severity and can be upgraded over time.
The ECMWF called the innovation a “significant milestone in the evolution of weather forecasting,” and says it’s adding “key components” of the GenCast method to its own version of AI weather forecasting.
Meteorologists also appear to be embracing the new technology. Most are reportedly pursuing a hybrid approach between human predictions and AI models.
[JACK AYLMER]
THE ARTIFICIAL INTELLIGENCE REVOLUTION IS TRANSFORMING WEATHER FORECASTS AND MAY POTENTIALLY SAVE LIVES.
GOOGLE DEEPMIND UNVEILING AN A-I WEATHER PREDICTION MODEL WEDNESDAY KNOWN AS GENCAST RESEARCHERS SAY IMPROVES THE ACCURACY AND SPEED IN WHICH FORECASTS ARE DELIVERED. GIVING THOSE IN HARMS WAY ADDED TIME TO PREPARE.
THE A-I MODEL REPORTEDLY OUTPERFORMS TRADITIONAL FORECASTING METHODS AND CAN PREDICT EXTREME WEATHER AT A MUCH HIGHER ACCURACY.
GENCAST FORMULATES ITS PREDICTIONS THROUGH FOUR DECADES OF DATA FROM THE EUROPEAN CENTRE FOR MEDIUM-RANGE WEATHER FORECASTING.
THE MODEL REPORTEDLY OUTPERFORMED THE E-C-M-W-F’S 15-DAY FORECAST ON MORE THAN 97 PERCENT IN MORE THAN 13-HUNDRED DIFFERENT SCENARIOS.
BEATING THE EUROPEAN METHOD IN DETERMINING TEMPERATURE, WIND SPEED AND HUMIDITY.
RESEARCHERS SAY A-I FORECASTING IS ALSO FASTER THAN TRADITIONAL FORECASTING METHODS.
GENERATING A PREDICTION IN EIGHT MINUTES AS OPPOSED TO HOURS WITH TRADITIONAL OUTPUTS.
SCIENTISTS ALSO NOTE, GENCAST COULD BE ENHANCED TO PREDICT STORM SEVERITY, AND CAN BE UPGRADED OVER TIME.
THE E-C-M-W-F CALLED THE INNOVATION A “SIGNIFICANT MILESTONE IN THE EVOLUTION OF WEATHER FORECASTING.”
NOTING, IT’S ADDING “KEY COMPONENTS” OF THE GENCAST METHOD TO ITS OWN VERSION OF A-I FORECASTING.
METEOROLOGISTS APPEAR TO BE EMBRACING THE NEW TECHNOLOGY AS WELL.
WITH MOST GOING FOR A HYBRID APPROACH BETWEEN HUMAN PREDICTIONS AND A-I MODELS.
FOR MORE ON THIS STORY– DOWNLOAD THE STRAIGHT ARROW NEWS APP OR VISIT SAN DOT COM.
FOR STRAIGHT ARROW NEWS– I’M JACK AYLMER.
Media Landscape
See who else is reporting on this story and which side of the political spectrum they lean. To read other sources, click on the plus signs below. Learn more about this dataBias Distribution
Left
Artificial branch behind the weather forecast model considered the best in the world
Click to see story on Eesti RahvusringhäälingAI weather models can now beat the best traditional forecasts
Click to see story on The ConversationGoogle DeepMind hits new milestone in AI weather forecasting
Click to see story on Financial TimesProbabilistic weather forecasting with machine learning
Click to see story on NatureGoogle’s DeepMind tackles weather forecasting, with great performance
Click to see story on Ars TechnicaGoogle Says AI Weather Model Masters 15-day Forecast
Click to see story on Barron'sGoogle DeepMind boffins build a ‘better’ weather model
Click to see story on The RegisterGoogle says its AI weather model is capable of producing a 15-day forecast
Click to see story on Lietuvos Radijas ir TelevizijaWeather: Google claims to have developed a very reliable artificial intelligence on 15-day forecasts
Click to see story on Le ParisienGoogle introduced GenCast, an AI that is better than humans to forecast extreme weather events
Click to see story on la NacionMeteorology. Google develops AI for future predictions
Click to see story on SapoGoogle’s new AI weather model GenCast handily beats world’s most reliable forecast systems
Click to see story on Firstpost NewsRight
Untracked Bias
Google announces successful AI for meteorology and enters a new technological race with China
Click to see story on GloboGoogle develops AI model that surpasses current weather forecasts
Click to see story on IOL PortugalGoogle: Accurate weather forecasts with Artificial Intelligence
Click to see story on in.grGoogle says AI weather model masters 15-day forecast
Click to see story on ARY NewsUS: Google has developed artificial intelligence that makes meteorological predictions
Click to see story on CNN GreeceGoogle DeepMind unveils GenCast, an AI weather model that the company claims outperforms traditional methods on up to 15-day weather and deadly storm forecasts
Click to see story on TechmemeGoogle DeepMind presents GenCast, a more accurate and efficient weather prediction model
Click to see story on Diario CorreoGoogle says AI weather model masters 15-day forecast – Nigeria News Update
Click to see story on Legit.ng – Nigeria news.Google Says AI Weather Model Masters 15-day Forecast
Click to see story on IBTimes AustraliaGoogle’s GenCast Might Have Outperformed Top Weather Prediction Systems
Click to see story on NDTV Gadgets 360DeepMind AI predicts weather more accurately than existing forecasts
Click to see story on NewScientistA Google AI will revolutionize weather forecasting
Click to see story on Le TempsGoogle DeepMind says its new AI weather prediction tool outperforms top forecasters
Click to see story on BizTocGoogle’s GenCast AI weather model is better than today’s top forecast system
Click to see story on 9 to 5 GoogleGoogle says AI weather model masters 15-day forecast
Click to see story on FOX 28 SpokaneGoogle DeepMind’s new AI model is the best yet at weather forecasting
Click to see story on MIT Technology ReviewGoogle says AI weather model masters 15-day forecast
Click to see story on Insider PaperGoogle DeepMind’s latest AI models: super-accurate weather forecasting and playable 3D worlds – SiliconANGLE
Click to see story on SiliconANGLEGoogle DeepMind reaches a new milestone in weather forecast with AI
Click to see story on ExpansiónWeather forecast with AI? Google says it already exceeds current systems
Click to see story on Business Insider (Spain)Why Google GenCast revolutionizes weather forecasts
Click to see story on Macitynet.itDeepMind develops GenCast AI model for extended 15-day weather forecasting
Click to see story on Tech MonitorGoogle’s GenCast promises 99.8% accuracy for weather forecasts
Click to see story on DataconomyGoogle launches tool to predict climate disasters
Click to see story on aletihad.aeGoogle DeepMind is revolutionizing weather forecasting with GenCast, an Artificial Intelligence model that can predict extreme phenomena
Click to see story on Aleph NewsGoogle DeepMind touts AI model for ‘better’ global weather forecasting
Click to see story on technewstube.comGoogle’s GenCast Promises 99.8% Accuracy For Weather Forecasts – Plato Data Intelligence
Click to see story on Plato. Vertical Search. Ai. | PlatoAiStream. Data Intelligence. Vertical Search. Ai.Google’s GenCast AI outperforms leading global weather forecast systems
Click to see story on madhyamamonline.comGenCast: Google’s new AI model for more precise weather forecasts
Click to see story on stadt-bremerhaven.deGoogle’s GenCast uses AI to improve weather prediction and extreme weather events
Click to see story on diarioestrategia.clAI ‘GenCast’ beats current weather forecasting tools
Click to see story on scimex.orgAI from DeepMind outperforms current weather predictions in accuracy
Click to see story on themondonews.comGenCast, Google’s weather-forecasting model, can predict extreme weather events over two weeks in advance
Click to see story on MSPoweruserGoogle’s new AI model predicts weather much faster and more accurately than meteorologists
Click to see story on dev.byGoogle DeepMind’s GenCast Uses AI to Predict Weather with Extreme Accuracy Up to 15-Days Ahead
Click to see story on techeblog.comAI weather forecasting swamps the competition – Kevin Drum
Click to see story on jabberwocking.comDeepMind’s GenCast AI beats traditional weather forecasting for the first time
Click to see story on the-decoder.comGenCast predicts weather and the risks of extreme conditions with state-of-the-art accuracy
Click to see story on deepmind.googleStraight to your inbox.
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