Abstract: Mainstream artificial intelligence technology can be viewed as “intelligent computing technology” from one perspective. This article presents some views on the historic breakthroughs, development trends, and challenges faced by intelligent computing technology. It also provides a brief overview of commonly concerned issues such as whether the scaling law has reached its ceiling, where the solution to the shortage of computing power lies, and what the essence of large models is.