Building a global weather forecasting system is a litmus test for AI coding ability.
We did it — in a restricted environment with no web search:
🧠 Designed a ViT-backbone neural network with 400M+ parameters, trained over 45,000 steps to model 69 weather variables evolving over time
⚡ Predicts a full week of global weather in under 1 minute
📊 Surpasses NVIDIA's classic FourCastNet on several metrics — with less training data
A research agent turning a research question into a runnable, verifiable experiment.
And this is just the beginning.
Coming soon. 🚀
Sep 13, 2026 · 7:50 AM UTC
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