Ray Global Investment Talk

From Cheap Commodity to AI Gold: How HBM Created a Trillion-Dollar Moat


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Driven by the AI revolution, High Bandwidth Memory (HBM) has transformed traditional memory chips from a cheap, cyclical commodity into a structurally scarce, strategic resource. Fueled by over $650 billion in AI capital expenditures from tech giants, HBM requires deep, customized co-development with AI leaders like NVIDIA, AMD, and Google. This high-barrier integration has created a TSMC-style "moat" for top memory manufacturers—Micron, SK Hynix, and Samsung—propelling their valuations to the $1 trillion mark and fundamentally reshaping the global semiconductor landscape

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Ray Global Investment TalkBy Ray