The AlphaFold system largely solved its primary goal of predicting protein structures. Google DeepMind subsequently dissolved the dedicated team as external researchers now drive the project forward. This shift moves the tool from an active research frontier to a utility. Practitioners should expect fewer core architectural updates and more application-specific refinements.