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On 30 November 2020 DeepMind announced that the organisers of CASP14 had recognised its AlphaFold system as a solution to the 50-year-old protein-folding problem, with accuracy approaching that of experimental methods.
In December 2018 DeepMind's AlphaFold placed first overall at CASP13, a blind protein-structure prediction assessment, giving the best prediction for 25 of the 43 hardest targets.
A Kaggle competition run in August–October 2012 in which competitors predicted molecules' biological activities from numerical descriptors of their chemical structures; a deep-learning team led by Geoffrey Hinton took first place.
