The usefulness of genomic selection (GS) for improvement complex traits has been demonstrated in plant and animal breeding. While fully adopted the livestock sector commercial breeding, implementation GS public-sector breeding programs lags. goal this review is to discuss advancements opportunities near-term long-term adoption programs. We also highlighted specific applications cultivar develop...