What are AI servers and storage

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AI infrastructure refers to the foundational compute, storage, networking, and core software components. AI servers are high-performance computing systems designed to process complex artificial intelligence workloads, including large-scale model training and real-time inference. This is the first breakdown between memory and storage: Memory is by definition ephemeral—upon power loss, the contents of memory disappear forever. It is what we call "volatile," meaning it does not persist in a system long term under all conditions. Training large models, analyzing real-time streams, or managing petabytes of unstructured data all demand storage built for parallelism, performance, and resilience.

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