This AI weather startup is out-forecasting government agencies
Key points
- A new AI weather forecasting tool released today by the startup WindBorne Systems offers more frequent and accurate predictions on key variables than the world-leading system developed by European governments, thanks to advancements in how sensor readings are fed into deep learning models.
- Founded by a group of Stanford students in 2019, WindBorne began by building a better weather balloon, with the idea of selling weather data.
- But with the arrival of the weather-forecasting deep learning models in 2022, the team realized they could capture more value by building their own model as well.
- Today marks the release of the sixth version of that model, WeatherMesh, which the company says is more accurate than traditional and AI forecasts produced by the European Centre for Medium-Range Weather Forecasts (ECMWF), the European intergovernmental organization seen by meteorologists as the leading provider of accurate weather prediction.
- One simple way to understand it, WindBorne’s...
Quick Summary
A new AI weather forecasting tool released today by the startup WindBorne Systems offers more frequent and accurate predictions on key variables than the world-leading
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This development is important because it may impact public opinion, policy decisions, and future developments related to This AI weather startup is out-forecasting government agenci.
Key Takeaways
- A new AI weather forecasting tool released today by the startup WindBorne Systems offers more frequent and accurate predictions on key variables than the world-leading system developed by European governments, thanks to advancements in how sensor readings are fed into deep learning models.
- Founded by a group of Stanford students in 2019, WindBorne began by building a better weather balloon, with the idea of selling weather data.
- But with the arrival of the weather-forecasting deep learning models in 2022, the team realized they could capture more value by building their own model as well.
- Today marks the release of the sixth version of that model, WeatherMesh, which the company says is more accurate than traditional and AI forecasts produced by the European Centre for Medium-Range Weather Forecasts (ECMWF), the European intergovernmental organization seen by meteorologists as the leading provider of accurate weather prediction.
- One simple way to understand it, WindBorne’s chief product officer Kai Marshland says, is that WeatherMesh-6 “is as accurate five days out as a traditional forecast is the day before,” particularly on surface temperature measurements.
📌 Source: Tim Fernholz
The BriefWire