Technologies and Prospects for Industrial Applications of Artificial Intelligence Generative Content
With the deepening of artificial intelligence(AI)in industrial applications,which gradually faces problems such as scene customization,high data requirements,and poor adaptability to dynamic environments,etc.General Al represented by artificial intelligence generative content(AIGC)provides a new way of thinking to break through the bottleneck of traditional AI.To promote the integration and innovation of AIGC and industrial fields and seize the technological high ground of the next round of scientific and technological revolution,an overview of AIGC technology and its industrial applications is carried out.Firstly,the development status of AIGC technology at home and abroad is sorted out,and the current problems and challenges facing the industrial application of AIGC are summarized.Then,the technical architecture of AIGC application in the industrial field and three application modes,namely,generalized large model integration,generalized large model fine-tuning and knowledge base outgrowth,and pre-trained industrial large model,are proposed.Finally,twelve scenarios from four aspects of research and development and design,manufacturing,operation and management,and operation and maintenance services are presented to stimulate the further development of new technologies and new directions for the industrial application of AIGC,and to empower the formation of new productivity in the industrial field.
Artificial intelligence generative content(AIGC)Industrial applicationsGeneralized large modelArtificial intelligence(AI)Large model integrationLarge model fine-tuningPre-trained large model
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