AI Demand Is Squeezing the Entire Hardware Stack — Not Just GPUs

The AI compute buildout is creating simultaneous shortages across memory, CPUs, PCBs, and even helium, suggesting supply constraints that go far deeper than the GPU bottleneck most people track.

The narrative around AI hardware shortages has focused almost exclusively on GPUs for the past three years. But as VC investor @AstasiaMyers highlighted, the squeeze is now system-wide: memory, CPUs, printed circuit boards, and even helium (critical for semiconductor manufacturing) are all under pressure simultaneously.

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