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The Rise of GPUs in AI and Nvidia's Leadership
This chapter explores the effectiveness of GPUs in AI workloads and how Nvidia became a leader in AI chips. It discusses the difference between CPUs and GPUs, highlighting the specialized design of GPUs for specific tasks like graphics and matrix operations. The chapter also discusses the competitive landscape of the AI chip industry and the entry of companies like Intel, Google, and Amazon.