Enterprise AI systems are hitting a hidden bottleneck: memory. Despite massive GPU investments, underfed accelerators stall due to limited DRAM capacity, bandwidth, and proximity. This article explains why traditional memory architectures fail modern AI workloads and how CXL-based composable memory restores balance—unlocking higher GPU utilization, faster inference, and dramatically improved ROI.

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