<p indent="0mm">Contemporary integrated manufacturing has become a large complex system that integrates social, economic, and humanistic aspects. The integration of social, cyber, and physical systems is the development trend of today’s manufacturing industry. As the fused result of the four future internet pillars or networks (i.e., Internet by and for people, Internet of things, Internet of services, and Internet of contents and knowledge) and manufacturing technologies, wisdom manufacturing has become an emerging smart manufacturing model of the humans-computers-things collaboration, a social-cyber-physical production system that has gained widespread attention. Accordingly, the review of such an emerging smart manufacturing model is necessary for sorting out its research context and providing a useful reference for the future development of intelligent manufacturing. This paper comprehensively reviews the future internet-oriented wisdom manufacturing. To do this, the relationship between industrial internet and future internet is first analyzed, and the basic concepts of wisdom manufacturing integrating the four networks and the advanced manufacturing technology are expounded. Subsequently, the research progress of wisdom manufacturing and the inevitability of manufacturing toward wisdom are discussed along with the difference between and relevance of wisdom manufacturing and other smart manufacturing models, as well as future research on wisdom manufacturing. From the perspectives of artificial intelligence, internet, industrial revolution, and evolution of manufacturing paradigms, wisdom manufacturing is described as the inheritance and innovative development of intelligent manufacturing, which will progress with the advancement of new-generation artificial intelligence and future internet, eventually moving toward an inclusive and sustainable development in harmony with mankind.