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OXMIQ Labs revealed at Hot Chips 2026 that High Bandwidth Flash cannot replace HBM for most workloads. HBF suits huge, cold datasets as a specialized memory tier, but can harm other use cases. SanDisk's 2025 HBF concept promised terabytes of cheap AI memory.
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