# Hardware development and applications

With the development of artificial intelligence technology, the hardware technology in the AI ecology will continue to innovate and develop. For example, GPU, TPU and other chips specially used for artificial intelligence computing will be more widely used, and intelligent hardware and robots will also be more widely used in the future.
