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OpenAI has recently released GPT-4 (a.k.a. ChatGPT plus), which isdemonstrated to be one small step for generative AI (GAI), but one giant leapfor artificial general intelligence (AGI). Since its official release inNovember 2022, ChatGPT has quickly attracted numerous users with extensivemedia coverage. Such unprecedented attention has also motivated numerousresearchers to investigate ChatGPT from various aspects. According to Googlescholar, there are more than 500 articles with ChatGPT in their titles ormentioning it in their abstracts. Considering this, a review is urgentlyneeded, and our work fills this gap. Overall, this work is the first to surveyChatGPT with a comprehensive review of its underlying technology, applications,and challenges. Moreover, we present an outlook on how ChatGPT might evolve torealize general-purpose AIGC (a.k.a. AI-generated content), which will be asignificant milestone for the development of AGI.

One Small Step for Generative AI, One Giant Leap for AGI: A Complete Survey on ChatGPT in AIGC Era