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🔬 Why Transformers Hit a Wall the Moment Physics Shows Up — Anima Anandkumar, Caltech Aug 26, 2026 · 10 mentions

  • ▶ 34:34 Anima Anandkumar We were the first to actually open source our weather model for CastNet and do it permissively.
  • ▶ 36:58 Anima Anandkumar And that's where in forecast net three, the latest iteration of the model, we're able to do both.
  • ▶ 38:39 unnamed speaker Yeah, so ForecastNet, um, you said, trained on 50,000 data points. 2 times in the scene
  • ▶ 52:28 Anima Anandkumar For instance, our forecast net was able to correctly predict that the hurricane making the landfall several days earlier compared to the standard, uh, weather forecasting models. 2 times in the scene
  • ▶ 54:30 Anima Anandkumar So in forecast net three paper that are, you know, uh, we have metrics of like extreme weather events and ensemble prediction. 3 times in the scene
  • ▶ 58:31 unnamed speaker Which is actually very natural with foray netflow.
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