Text-to-Image Generation: Perceptions and Realities
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Abstract (arXiv)
Generative AI is an emerging technology that will have a profound impact on society and individuals. Only a decade ago, it was thought that creative work would be among the last to be automated - yet today, we see AI encroaching on creative domains. In this paper, we present the key findings of a survey study on people's perceptions of text-to-image generation. We touch on participants' technical understanding of the emerging technology, their ideas for potential application areas, as well as concerns, risks, and dangers of text-to-image generation to society and the individual. The study found that participants were aware of the risks and dangers associated with the technology, but only few participants considered the technology to be a risk to themselves. Additionally, those who had tried the technology rated its future importance lower than those who had not.
Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). First posted on arXiv 10 Mar 2023.
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Citing papers per year: 2023: 2; 2024: 1; 2025: 0; 2026: 1.
4 papers.
- 2023Is AI Changing the Rules of Academic Misconduct? An In-depth Look at Students' Perceptions of 'AI-giarism'cited by 4
- 2023The Rise of Creative Machines: Exploring the Impact of Generative AIcited by 1
- 2024Artworks Reimagined: Exploring Human-AI Co-Creation through Body Promptingcited by 0
- 2026BLK-Assist: A Methodological Framework for Artist-Led Co-Creation with Generative AI Modelscited by 0
- 2026BLK-Assist: A Methodological Framework for Artist-Led Co-Creation with Generative AI Models10 Mar 2026
- 2024Artworks Reimagined: Exploring Human-AI Co-Creation through Body Prompting10 Aug 2024
- 2023The Rise of Creative Machines: Exploring the Impact of Generative AI22 Nov 2023
- 2023Is AI Changing the Rules of Academic Misconduct? An In-depth Look at Students' Perceptions of 'AI-giarism'6 Jun 2023