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<p>This study analyzes 324 online news articles published by five major Vietnamese state newspapers between 2016 and 2022, the pre-generative AI period. Besides rating the tone of each article as being positive, negative, or neutral, we also subject these articles to a rigorous thematic coding scheme; each article is read and coded nominally for whether it mentions AI-related topics such as AI ethics, risks, development, investment, AI public events, and policies. The analyses show the majority of news reports on AI are event-related, with 194 articles (59.8%) published about 151 unique AI-related events. Concurring with the literature on AI-related narratives, our data-based exploratory results show that industry actors are the main drivers of media narratives about AI. Hence, it is not surprising that the three major narratives are first, the prevailing optimism regarding AI development and application; second, the emphasis on AI development as one of the key contributors to the national stature; and third, the shallow discussion of AI ethics. We find the number of negative news items was dismissed at 4, equivalent to merely 1.23%, whereas that of neutral news items was 47, or 14.5%. Significantly, there is a stark shortage of editorial, op-ed, and in-depth feature articles explaining various ethical and social issues related to AI deployment. The AI-related ethical issues, such as privacy violations and gendered bias, are merely listed as talking points and are being overshadowed by the narrative of “efficiency,” “cybersecurity,” “ideological security,” and “strategic advantage.” Moreover, we also provide an explanation for the limited attention that AI-related ethical issues receive from government newspapers in Vietnam, attributing it, similar to most other developing countries, to the lack of a well-defined&#xa0;philosophical foundation for the discussion on AI ethics and the optimistic view on AI of the Vietnamese state’s journals is tied to the way the Vietnamese government achieves legitimacy, that is, through economic developments and governing competencies.</p>

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Pre-generative AI Perspectives: Risk and Promise in Vietnam’s State Media Narratives on Artificial Intelligence (2016–2022)

  • 期刊论文

  • 发表日期：

    2026年5月7日

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  • Hong-Kong T. Nguyen,
  • Tung-Duong Hoang,
  • Duc-Anh Q. Le,
  • Thuy-Ngoc T. Tran,
  • Manh-Tung Ho

摘要

This study analyzes 324 online news articles published by five major Vietnamese state newspapers between 2016 and 2022, the pre-generative AI period. Besides rating the tone of each article as being positive, negative, or neutral, we also subject these articles to a rigorous thematic coding scheme; each article is read and coded nominally for whether it mentions AI-related topics such as AI ethics, risks, development, investment, AI public events, and policies. The analyses show the majority of news reports on AI are event-related, with 194 articles (59.8%) published about 151 unique AI-related events. Concurring with the literature on AI-related narratives, our data-based exploratory results show that industry actors are the main drivers of media narratives about AI. Hence, it is not surprising that the three major narratives are first, the prevailing optimism regarding AI development and application; second, the emphasis on AI development as one of the key contributors to the national stature; and third, the shallow discussion of AI ethics. We find the number of negative news items was dismissed at 4, equivalent to merely 1.23%, whereas that of neutral news items was 47, or 14.5%. Significantly, there is a stark shortage of editorial, op-ed, and in-depth feature articles explaining various ethical and social issues related to AI deployment. The AI-related ethical issues, such as privacy violations and gendered bias, are merely listed as talking points and are being overshadowed by the narrative of “efficiency,” “cybersecurity,” “ideological security,” and “strategic advantage.” Moreover, we also provide an explanation for the limited attention that AI-related ethical issues receive from government newspapers in Vietnam, attributing it, similar to most other developing countries, to the lack of a well-defined philosophical foundation for the discussion on AI ethics and the optimistic view on AI of the Vietnamese state’s journals is tied to the way the Vietnamese government achieves legitimacy, that is, through economic developments and governing competencies.