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TechCrunch·3 min read·hard

Nvidia’s AI advantage is moving beyond the GPU

R
Russell Brandom
Nvidia’s AI advantage is moving beyond the GPU
AI Summary

Nvidia is shifting its market strategy by focusing on comprehensive data center orchestration rather than just GPU hardware. The company is integrating CPUs, inference accelerators, and networking systems to maintain its competitive edge.

Why it matters

As AI compute becomes a commodity, Nvidia's ability to control the entire data center ecosystem is critical for its long-term financial valuation.

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Before this week, the dominant story about Nvidia went something like this: For the first few years of the AI boom, Nvidia was the only source for state-of-the-art GPUs, which became immensely profitable as the industry scaled out. In the last few years, hyperscalers like Amazon and Google have started building their own chips, and Nvidia is no longer the only game in town, leading many investors to wonder how durable its advantage really is.

It’s a compelling story, and mostly true. After growing its market cap 10x between the start of 2023 and mid-2025, Nvidia shares have been on a more modest trajectory for the past year, driven by concerns about GPU competition.

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