Content creators increasingly utilize generative artificial intelligence (Gen-AI) on platforms such as YouTube, TikTok, Instagram, and various blogging sites to produce imaginative images, AI-generated videos, and articles using Large Language Models (LLMs). Despite its growing popularity, there remains an underexplored area concerning the specific domains where AI-generated content is being applied, and the methodologies content creators employ with Gen-AI tools during the creation process. This study initially explores this emerging area through a qualitative analysis of 68 YouTube videos demonstrating Gen-AI usage. Our research focuses on identifying the content domains, the variety of tools used, the activities performed, and the nature of the final products generated by Gen-AI in the context of user-generated content.
翻译:内容创作者越来越多地在YouTube、TikTok、Instagram以及各类博客网站上使用生成式人工智能(Gen-AI)来生成富有想象力的图像、基于AI的视频以及利用大语言模型(LLMs)撰写的文章。尽管其日益流行,但关于AI生成内容所应用的具体领域,以及内容创作者在使用Gen-AI工具时的创作方法论,仍是一个尚未充分探索的领域。本研究通过对68个展示Gen-AI使用的YouTube视频进行定性分析,初步探索了这一新兴领域。我们的研究重点关注在用户生成内容的背景下,内容领域、所使用的工具种类、执行的活动以及Gen-AI所生成的最终产品的性质。