Nvidia's Hugging Face Bet: A Hedge Against Broadcom
Nvidia's acquisition of Hugging Face for $12.9 billion has been met with analysis that it's primarily an AI-platform play to own the software layer where developers live. However, a closer look reveals that it may also be a hedge against customer defection from Nvidia's GPU business.
Broadcom has spent three years building custom AI chip business for hyperscalers, and Nvidia's purchase of Hugging Face looks like a move to prevent customers from switching to Broadcom-designed chips. This is because owning the platform where models get built, shared, and fine-tuned gives Nvidia leverage that doesn't show up on a spec sheet.
Hyperscalers have been funding their own alternatives to Nvidia hardware, with some partnering with Broadcom to co-design application-specific integrated circuits. While this doesn't require public declaration of independence from Nvidia, it means that customers can quietly shift training and inference workloads to custom chips designed with Broadcom.