Accessibility Considerations in the Development of an AI Action Plan
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arXiv
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| Autori principali: | , , , , , , |
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| Natura: | Preprint |
| Pubblicazione: |
2025
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| _version_ | 1866912282043219968 |
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| author | Mankoff, Jennifer Light, Janice Coughlan, James Vogler, Christian Glasser, Abraham Vanderheiden, Gregg Rice, Laura |
| author_facet | Mankoff, Jennifer Light, Janice Coughlan, James Vogler, Christian Glasser, Abraham Vanderheiden, Gregg Rice, Laura |
| contents | We argue that there is a need for Accessibility to be represented in several important domains:
- Capitalize on the new capabilities AI provides - Support for open source development of AI, which can allow disabled and disability focused professionals to contribute, including
- Development of Accessibility Apps which help realise the promise of AI in accessibility domains
- Open Source Model Development and Validation to ensure that accessibility concerns are addressed in these algorithms
- Data Augmentation to include accessibility in data sets used to train models
- Accessible Interfaces that allow disabled people to use any AI app, and to validate its outputs
- Dedicated Functionality and Libraries that can make it easy to integrate AI support into a variety of settings and apps. - Data security and privacy and privacy risks including data collected by AI based accessibility technologies; and the possibility of disability disclosure. - Disability-specific AI risks and biases including both direct bias (during AI use by the disabled person) and indirect bias (when AI is used by someone else on data relating to a disabled person). |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2503_14522 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Accessibility Considerations in the Development of an AI Action Plan Mankoff, Jennifer Light, Janice Coughlan, James Vogler, Christian Glasser, Abraham Vanderheiden, Gregg Rice, Laura Computers and Society Artificial Intelligence Human-Computer Interaction We argue that there is a need for Accessibility to be represented in several important domains: - Capitalize on the new capabilities AI provides - Support for open source development of AI, which can allow disabled and disability focused professionals to contribute, including - Development of Accessibility Apps which help realise the promise of AI in accessibility domains - Open Source Model Development and Validation to ensure that accessibility concerns are addressed in these algorithms - Data Augmentation to include accessibility in data sets used to train models - Accessible Interfaces that allow disabled people to use any AI app, and to validate its outputs - Dedicated Functionality and Libraries that can make it easy to integrate AI support into a variety of settings and apps. - Data security and privacy and privacy risks including data collected by AI based accessibility technologies; and the possibility of disability disclosure. - Disability-specific AI risks and biases including both direct bias (during AI use by the disabled person) and indirect bias (when AI is used by someone else on data relating to a disabled person). |
| title | Accessibility Considerations in the Development of an AI Action Plan |
| topic | Computers and Society Artificial Intelligence Human-Computer Interaction |
| url | https://arxiv.org/abs/2503.14522 |