Industry Analysis
The AI memory supercycle reflects a structural shift from compute-centric to data-centric architectures. HBM3E and LPDDR5X are forcing reallocation of EUV and TSV capacity, while NAND’s role in edge AI inference remains undervalued—reshaping bargaining power across the supply chain. Geopolitically, U.S.-led export controls have raised Samsung and SK Hynix’s equipment costs but deepened their reliance on domestic suppliers like Tokyo Electron. With Micron’s valuation stretched, Samsung may aggressively target HBM market share, while Kioxia and Western Digital could accelerate BiCS FLASH integration to hedge pricing volatility. Over the next 18 months, a post-boom inventory correction is inevitable, yet memory’s rising share in AI server BOMs—now exceeding 40%—turns any dip into a strategic entry point. The Roundhill DRAM ETF isn’t about risk diversification; it’s a leveraged play on global memory capex beta.
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