Nvidia Defends AI Crown; Cloud Services Key

Big Tech players like Amazon, Microsoft, and Google are investing billions in developing custom AI chips to reduce their reliance on Nvidia and cut costs. While these giants share TSMC as a manufacturer, limiting a direct manufacturing edge, Nvidia's long-standing CUDA software platform remains a significant competitive moat.

However, the article draws parallels to Intel's past struggles in mobile computing, suggesting Nvidia's premium-priced GPUs (e.g., H100, up to four times costlier than AMD's MI300X) could become a liability if "good enough" AI solutions, like those from DeepSeek, gain traction by optimizing software for cheaper hardware. This shift could erode Nvidia's market share, mirroring the rise of cost-effective Chinese smartphone brands.

To counter these threats, Nvidia is strategically expanding its cloud-based AI offerings, directly targeting enterprises that are customers of its own customers (AWS, Google Cloud). This move aims to diversify revenue beyond GPU sales and sustain growth, embodying Andy Grove's philosophy of constant vigilance.