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What is vertical integration in AI, and why does it matter when a chip maker buys a model-sharing platform?
Vertical integration means a company controls more of the AI stack—from hardware to software platforms—rather than just one layer. When Nvidia buys Hugging Face, it merges a dominant AI chip maker with the key open-source model-sharing hub, potentially shifting how freely models circulate and favoring Nvidia’s hardware stack. It matters because it changes the economics and openness of the ecosystem—making the concept relevant long after the headlines fade.