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Memory in the AI Era, Part 3: The Remaining Challenges of HBF

HBF clearly has its place, but it still has gaps to fill before it can claim a spot in the memory hierarchy pyramid. We walk through the latest LLM model and inference workload trends, how Flash memory is actually used in LLM serving today, and the remaining challenges HBF has to solve.

May 28, 2026 · 14 min · 2858 words