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Applied AI·October 15, 2026·1 min read

AI Storagemaxxing: Your GPUs are optimized, what about your data?

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The pivot from GPU-maxxing to “storagemaxxing” is overdue—at scale, data locality, movement, and protection are now as constraining as flops. Infra teams should be mapping hot vs. cold data, IO bottlenecks, and backup regimes with the same rigor they apply to cluster design.