Mapping out proteins is a 50 year old problem. In the 70s, scientists thought maybe the number of protein shapes was finite, also known as solvable. Since then, the best and brightest have tried to crack this nut. None were successful until DeepMind had a breakthrough: their AI could predict the shape of a protein with incredible accuracy