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Strong cloud demand and a $500 billion backlog won't matter if memory inflation and depreciation outrun monetization.
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With HBM scarce until 2028, can Google’s edge in scheduling and database acceleration turn hardware crunch into competitive advantage?
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Samsung, SK Hynix, and Micron tighten memory supply through 2027, forcing AI operators to lock in long-term contracts.
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Memory producers post record results, but parabolic charts and crowded positioning warn of sharp reversals ahead.
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As supply sells out years in advance, the race for high-bandwidth memory determines who leads the AI revolution.
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Rising DRAM and NAND costs threaten profitability for hyperscalers like Alphabet; vertical control emerges as key differentiator.
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Massive memory shortages and energy grid limits create strategic imperatives for cloud providers like Alphabet.
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How memory concentration shapes every hyperscaler's AI strategy and costs.
