Recently,the artificial intelligence (AI),especially with the deep learning techniques,has achieved great success in various applications.This paper gives an overview on the artificial intelligence,including aspects of its commercialized development,the many tribes of AI with origin and history,successful stories based on deep learning,as well as the remaining challenges and possible development trends in future.