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1Animal Reproduction and Biotechnology Laboratory, Department of Biomedical Sciences, Colorado State University, Fort Collins, CO, 80523, USA, george.seidel@colostate.edu.
By 2050, beef production will still rely on dairy by-products and intensive/extensive cattle management. Genetic advancements will enhance cattle for efficiency, disease resistance, and desirable traits using new data sources.
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