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AlphaFold2 has correctly predicted novel folds: https://www.nature.com/articles/s42003-022-03357-1


Well... maybe. What I mean by novel fold would be something that isn't a product of evolution, because that's going to be incremental modifications to existing structures. That's why overfitting can be especially devious in this scenario.




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