Most analysts assume a slight efficiency tax. **The reality is 3.0 wafers.** HBM consumes roughly **3x the wafer capacity** of standard memory. The die size is massive. The yield rates are lower. Every time a factory line pivots to chase AI profit margins, the global supply of memory for laptops, phones, and cars shrinks by a factor of three.

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