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Review
. 2023 Aug 23:6:1224976.
doi: 10.3389/fdata.2023.1224976. eCollection 2023.

Universal skepticism of ChatGPT: a review of early literature on chat generative pre-trained transformer

Casey Watters  1 , Michal K Lemanski  2
Affiliations
Review

Universal skepticism of ChatGPT: a review of early literature on chat generative pre-trained transformer

Casey Watters et al. Front Big Data. .

Abstract

ChatGPT, a new language model developed by OpenAI, has garnered significant attention in various fields since its release. This literature review provides an overview of early ChatGPT literature across multiple disciplines, exploring its applications, limitations, and ethical considerations. The review encompasses Scopus-indexed publications from November 2022 to April 2023 and includes 156 articles related to ChatGPT. The findings reveal a predominance of negative sentiment across disciplines, though subject-specific attitudes must be considered. The review highlights the implications of ChatGPT in many fields including healthcare, raising concerns about employment opportunities and ethical considerations. While ChatGPT holds promise for improved communication, further research is needed to address its capabilities and limitations. This literature review provides insights into early research on ChatGPT, informing future investigations and practical applications of chatbot technology, as well as development and usage of generative AI.

Keywords: AI; ChatGPT; GPT; artificial intelligence; disruptive technology; large language model (LLM); transformer.

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Conflict of interest statement

The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

Figures

Figure 1
Figure 1
Authorship by country.
See this image and copyright information in PMC

References

    1. Abdel-Messih M. S., Kamel Boulos M. N. (2023). ChatGPT in clinical toxicology. JMIR Med. Educ. 9. 10.22541/au.167715747.75006360/v1 - DOI - PMC - PubMed
    1. Adesso G. (2023). Towards the ultimate brain: exploring scientific discovery with Chatgpt Ai. Authorea. preprints. 10.22541/au.167701309.98216987/v1 - DOI
    1. Adetayo A. J. (2023). Artificial intelligence chatbots in academic libraries: the rise of ChatGPT. Library Hi Tech News 40, 18–21. 10.1108/LHTN-01-2023-0007 - DOI
    1. Ahn C. (2023). Exploring ChatGPT for information of cardiopulmonary resuscitation. Resuscitation 185, 109729. 10.1016/j.resuscitation.2023.109729 - DOI - PubMed
    1. Ai H., Zhou Z., Yan Y. (2023). The impact of Smart city construction on labour spatial allocation: evidence from China. Appl. Econ. 10.1080/00036846.2023.2186367 - DOI