人工智能生成内容技术综述OA

As a novel content creation method,AI-generated content(AIGC)technology provides new solutions to the challenges of digital intelligence in the digital economy.AIGC utilizes artificial intelligence to assist or replace manual content creation,generating various forms of content such as text,images,audio,and video based on user needs.In recent years,the rapid development of deep learning models has significantly enhanced the generative capabilities of AIGC,making it a research hotspot in the field of artificial intelligence.As a fundamental technology,AIGC has enormous application potential but also faces certain limitations.This paper provides a comprehensive overview of AIGC technology.Firstly,it introduces the related algorithms of AIGC,including generative adversarial networks,variational autoencoder,diffusion models,and large language models;then it explores the applications of AIGC in generating different content forms;finally,it summarizes the challenges faced by AIGC technology and discusses future development trends.