IF 2.2 Q2 MULTIDISCIPLINARY SCIENCES
Morgan Wack, Carl Ehrett, Darren Linvill, Patrick Warren
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引用次数: 0

摘要

人工智能能否在实践中支持国家支持的宣传活动?人工智能和大型语言模型的使用日益增多,这引起了人们对恶意行为者可能使用相关工具的关注。尽管最近的实验室和实验证据在原则上证实了这些担忧,但人工智能工具在宣传活动中的实用性仍然难以确定。我们以一个与俄罗斯有联系的国家附属宣传网站采用生成式人工智能技术为基础,检验了人工智能的采用是否使该网站扩大并加强了其虚假信息的生产。首先,我们发现生成式人工智能工具的使用有助于该网站生成更大量的虚假信息。其次,我们发现生成式人工智能的使用与发布内容的数量和广度的变化相吻合。最后,我们利用一项调查实验,比较了人们对采用人工智能工具之前和之后发表的文章的看法,结果表明,人工智能辅助文章在采用人工智能工具之后仍保持了其说服力。我们的研究结果表明,人工智能生成工具已经开始改变国家支持的宣传活动的规模和范围。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Generative propaganda: Evidence of AI's impact from a state-backed disinformation campaign.

Can AI bolster state-backed propaganda campaigns, in practice? Growing use of AI and large language models has drawn attention to the potential for accompanying tools to be used by malevolent actors. Though recent laboratory and experimental evidence has substantiated these concerns in principle, the usefulness of AI tools in the production of propaganda campaigns has remained difficult to ascertain. Drawing on the adoption of generative-AI techniques by a state-affiliated propaganda site with ties to Russia, we test whether AI adoption enabled the website to amplify and enhance its production of disinformation. First, we find that the use of generative-AI tools facilitated the outlet's generation of larger quantities of disinformation. Second, we find that use of generative-AI coincided with shifts in the volume and breadth of published content. Finally, drawing on a survey experiment comparing perceptions of articles produced prior to and following the adoption of AI tools, we show that the AI-assisted articles maintained their persuasiveness in the postadoption period. Our results illustrate how generative-AI tools have already begun to alter the size and scope of state-backed propaganda campaigns.

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CiteScore
1.80
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