Summary: This article provides a broad, accessible explanation of the main AI chip categories and where each is typically used. It connects chip design choices to practical applications such as cloud training, inference, and edge devices. The value lies in its clarity for readers who want a quick but structured mental model of the AI hardware ecosystem.
Source: https://bizety.com/2025/10/09/ai-chips-overview-tpu-npu-gpu-and-fpga/