From the tagline in the article: "WeatherNext enables accurate cyclone forecasts that can give an extra day of warning. Now we are open sourcing the model."

I just discovered typhoon/cyclone predictions and they're insane. I get mine via https://zoom.earth (whose iPhone app is terrific).

Here's a selection from Typhoon Dolphin, currently sitting off the east coast of China.

    Dolphin continues its slow, trochoidal Z motion, generally heading westward deeper into the East China Sea. Over the past 12 hours, the system completed another cyclonic loop and has decelerated, exhibiting continued meandering prior to establishing a sustained westward track.

    The erratic motion witnessed over the past two days is attributable to a weak steering environment produced by a break in the subtropical ridge 2 over Korea, combined with the dynamics where the inner core is cocooned within a much larger parent circulation.

    While the general steering pattern is weak, a mesoscale deep-layer ridge is seen building over southern Japan.

https://zoom.earth/storms/dolphin-2026/

Here's Chan-hom, which threatens to make my birthday a windy day here in northern Japan.

    Intensity guidance is in good agreement overall. However, the JTWC forecast is placed lower than all the guidance save for Google DeepMind over the next 36 hours, before joining the consensus envelope (which peaks at 95 km/h (50 knots) at 60 hours) through the remainder of the forecast.

https://zoom.earth/storms/chan-hom-2026/

They should try to forecast earthquakes, that would really be a breakthrough If anything better than random comes out

It seems especially useful for cargo ships, with better predictions they could save some fuel and be safer.