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The Vera Rubin 'superchip' angle is really underappreciated by the market right now. Bundling a custom Vera CPU with Rubin GPUs doesn't just improve performance, it's a direct play to physically remove AMD and Intel from the datacenter entirely. I've been tracking procurement patterns and the shift from discrete components to integrated solutions is accelerating faster than most realize. The HBM4 pre-booking strategy also matters more than people think, since memory bandwidth has become the actuall bottleneck for inference workloads rather than raw compute. If Nvidia locks down majority HBM4 supply ahead of Rubin launch, competitors are stuck fighting with last-gen memory architecure regardless of chip improvements.

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