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Building the Future: Challenges in GPU Clusters for AI
This chapter explores the evolving landscape of GPU cluster deployments amidst growing computational demands for advanced AI training. It addresses the significant costs, technical challenges, and innovative strategies companies are adopting to build vast installations capable of housing thousands of GPUs. The discussion also highlights the balance between rapid development and environmental commitments, emphasizing the need for strategic industrial policy to facilitate domestic AI advancement.