An Autoethnographic Case Study of Generative Artificial Intelligence's Utility for Accessibility
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Abstract (arXiv)
With the recent rapid rise in Generative Artificial Intelligence (GAI) tools, it is imperative that we understand their impact on people with disabilities, both positive and negative. However, although we know that AI in general poses both risks and opportunities for people with disabilities, little is known specifically about GAI in particular. To address this, we conducted a three-month autoethnography of our use of GAI to meet personal and professional needs as a team of researchers with and without disabilities. Our findings demonstrate a wide variety of potential accessibility-related uses for GAI while also highlighting concerns around verifiability, training data, ableism, and false promises.
Key facts. Cited by 7 papers in the map (data through 14 Oct 2026). First posted on arXiv 19 Aug 2023.
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Citing papers per year: 2024: 4; 2025: 2; 2026: 1.
7 papers.
- 2024Detecting Multimedia Generated by Large AI Models: A Surveycited by 76
- 2024Identifying and Improving Disability Bias in GPT-Based Resume Screeningcited by 28
- 2024"Cold, Calculated, and Condescending": How AI Identifies and Explains Ableism Compared to Disabled Peoplecited by 10
- 2024Engaging with Children's Artwork in Mixed Visual-Ability Familiescited by 3
- 2025Accessibility Considerations in the Development of an AI Action Plancited by 1
- 2025Prompt injections as a tool for preserving identity in GAI image descriptionscited by 0
- 2026Creating Disability Story Videos with Generative AI: Motivation, Expression, and Sharingcited by 0
- 2026Creating Disability Story Videos with Generative AI: Motivation, Expression, and Sharing18 Jan 2026
- 2025Prompt injections as a tool for preserving identity in GAI image descriptions17 Oct 2025
- 2025Accessibility Considerations in the Development of an AI Action Plan14 Mar 2025
- 2024"Cold, Calculated, and Condescending": How AI Identifies and Explains Ableism Compared to Disabled People4 Oct 2024
- 2024Engaging with Children's Artwork in Mixed Visual-Ability Families26 Jul 2024
- 2024Identifying and Improving Disability Bias in GPT-Based Resume Screening28 Jan 2024
- 2024Detecting Multimedia Generated by Large AI Models: A Survey22 Jan 2024