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I think an important question to ask is whether your scientific task is primarily one of interpolation, or one of extrapolation. LLMs appear to be excellent in
by raddan 2y ago
I think an important question to ask is whether your scientific task is primarily one of interpolation, or one of extrapolation. LLMs appear to be excellent interpolators. They are bad at extrapolation.
- immibis 2y agoClimate models aren't LLMs.
- da_chicken 2y agoThey're also not AI. It remains to be seen exactly how much a climate model can be improved by AI. They're already based on woefully sparse data points.
- philipwhiuk 2y agoWhy are they not AI?
- deleted 2y ago[deleted]
- deleted 2y ago[deleted]
- mnky9800n 2y agoAll current neural network based climate models use some kind of transformer architecture. So in that sense they are at least related to LLMs.