I was just recently wondering when we'd see some new weather models released that keep pace with the development of machine learning. Now if I could just access the raw forecast data from MetNet-3...
It's already happening. For example, ECMWF provides experimental forecasts by their own deep learning model, plus models from Deepmind, NVIDIA, and Huawai.