At AI Scale, Cost Is Not a Line Item—It’s the Architecture

Summary
For AI data infrastructure, storage architecture affects the cost and availability of training data, checkpoints, inference records, and retrieval indexes. The update is relevant to enterprise storage tiering, server platforms, and data-center capacity planning; procurement should confirm capacity, performance tiers, compatibility, and delivery requirements against the workload.
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