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Halo modifies deep forecasters to include scale estimation via heteroscedastic learning, significantly improving point forecast accuracy in benchmarks on electricity price markets.
Google's AI weather model WeatherNext 3 has been updated to use more raw satellite data and incorporate physical information, improving forecast accuracy by up to 30% for surface temperature, and is now the source for forecasts in Google services.