This book constitutes the proceedings of the 12th Latin American Conference on High Performance Computing, CARLA 2025, held in Kingston, Jamaica, during September 22-26, 2025.

The 16 full papers included in this book were carefully reviewed and selected from 28 submissions. They were organized in topical sections as follows: High-Performance Computing (HPC); Artificial Intelligence at HPC Scale; and High-Performance Computing Applications.