Major AI Companies Are Building Their Own Computer Chips

DeepSeek, Google, Amazon, and OpenAI are all building custom computer chips. These chips specialize in running AI models that are already trained—answering user questions quickly. Custom chips cost less per question when handling millions of requests. These inference chips are simpler to design than those used for initial training, making them an easier first step into hardware. Building chips has become essential for competing in AI.