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Mexico is set to build Coatlicue, a 314-petaflop supercomputer that will become the largest in Latin America and rank among the top 20 globally. The project, announced by the Agency for Digital Transformation and Telecommunications, aims to enhance energy efficiency, weather forecasting, and combat corruption, featuring a GPU-based architecture and a closed-loop geothermal cooling system. Coatlicue will support research and education, help retain talent, and will be upgraded every five years to ensure competitiveness.