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Nvidia has shifted from chip seller to AI infrastructure provider, bundling compute, networking, and software into rack-scale systems with software-like margins.
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Nvidia has shifted from selling chips to selling AI factories, using full-stack hardware, networking, and CUDA to capture more of each data center buildout.
The old abundance regime is over as capital starvation, longer mine lead times, and weaker supply elasticity turn commodities into a hard-constraint market.
The U.S. beef cow herd is the smallest since 1951, leaving ranchers unable to rebuild supply quickly after drought-led culling.