We are witnessing a profound and far-reaching revolution in crop breeding. Intelligent design of crops,driven by interdisciplinary integration of biotechnology(BT)and information technology(IT),is now outperforming and replacing traditional breeding methods. Future intelligent design of crops should be bipartite. Intelligent cross breeding is based on large-scale genomic,phenotypic and environmental data platforms,as well as statistical models built upon them. These will facilitate the design of optimal combinations of natural genomic variants,and realization of such design by the fastest breeding scheme. Intelligent biological breeding,on the other hand,will harness the power of artificial intelligence (especially generative models)and synthetic evolution to design genomic components or proteins of agronomic importance,placing genome editing and synthetic biology at the center of crop genetic improvement. This viewpoint discussed the theoretical basis,cutting-edge technologies and future directions of both branches of intelligent crop design. Limiting factors from public and private sectors that are making the bottlenecks in intelligent design of crops were also discussed.