Chemists may soon have one less rigorous step to worry about when searching for the right molecules to accomplish their highly specific innovation needs. Scientists have now built a new machine learning model that can predict the electric dipole moments of diatomic molecules within seconds using nothing more than the atomic properties of the atoms involved.