A Preliminary Exploration of YouTubers' Use of Generative-AI in Content Creation
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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
- 2022Make-A-Video: Text-to-Video Generation without Text-Video Datacited by 1,725
- 2023Does Writing with Language Models Reduce Content Diversity?cited by 190
- 2024Design Principles for Generative AI Applicationscited by 57
- 2023RePrompt: Automatic Prompt Editing to Refine AI-Generative Art Towards Precise Expressionscited by 43
- 2023The Looming Threat of Fake and LLM-generated LinkedIn Profiles: Challenges and Opportunities for Detection and Preventioncited by 18
- 2023Redefining Qualitative Analysis in the AI Era: Utilizing ChatGPT for Efficient Thematic Analysiscited by 15
- 2023The Design Space of Generative Modelscited by 9
- 2020Business (mis)Use Cases of Generative AIcited by 5
- 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
- 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
Built on by
Citing papers per year: 2025: 2; 2026: 1.
3 papers.
- 2025ACAI for SBOs: AI Co-creation for Advertising and Inspiration for Small Business Ownerscited by 2
- 2025AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaborationcited by 1
- 2026AttentionBender: Manipulating Cross-Attention in Video Diffusion Transformers as a Creative Probecited by 1
- 2026AttentionBender: Manipulating Cross-Attention in Video Diffusion Transformers as a Creative Probe22 Apr 2026
- 2025AnimAgents: Coordinating Multi-Stage Animation Pre-Production with Human-Multi-Agent Collaboration22 Nov 2025
- 2025ACAI for SBOs: AI Co-creation for Advertising and Inspiration for Small Business Owners9 Mar 2025