mlsanityData to 7 Oct 2026

A Preliminary Exploration of YouTubers' Use of Generative-AI in Content Creation

arXiv 2403.06039 ↗First posted 9 Mar 2024cs.HC cs.AIcited by 3

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Abstract (arXiv)

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.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 10 of its 37 references that are in the map. First posted on arXiv 9 Mar 2024.

Builds on

10 of 37 references.

References · 10

  1. 2022Make-A-Video: Text-to-Video Generation without Text-Video Datacited by 1,725
  2. 2023Does Writing with Language Models Reduce Content Diversity?cited by 190
  3. 2024Design Principles for Generative AI Applicationscited by 57
  4. 2023RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressionscited by 43
  5. 2023The Looming Threat of Fake and LLM-generated LinkedIn Profiles: Challenges and Opportunities for Detection and Preventioncited by 18
  6. 2023Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for Efficient Thematic Analysiscited by 15
  7. 2023The Design Space of Generative Modelscited by 9
  8. 2020Business (mis)Use Cases of Generative AIcited by 5
  9. 2024"I Got Flagged for Supposed Bullying, Even Though It Was in Response to Someone Harassing Me About My Disability.": A Study of Blind TikTokers' Content Moderation Experiencescited by 2
  10. 2023"Because Some Sighted People, They Don't Know What the Heck You're Talking About:" A Study of Blind TikTokers' Infrastructuring Work to Build Independencecited by 1

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Cited by year (2026 to 7 Oct)

Citing papers per year: 2025: 2; 2026: 1.

3 papers.