Augmented Reality Research: Benefit or Detriment for Neurodiverse People
The intersection of technology and innovation has always been a double-edged sword for humanity, offering both profound benefits and potential risks. This paper examines the positive and negative impacts of augmented reality (AR) and generative artificial intelligence (GAI) on neurodiverse users (NDU). While AR, coupled with large language models (LLM), has the potential to revolutionize the diagnosis and training environments for NDUs, inherent biases in LLM training data, which predominantly reflects neurotypical user (NTU) content, pose significant risks. These biases can result in environments and interactions that are less accessible and potentially harmful to NDUs. The paper explores the implications of these biases, including the possibility of privacy invasion and the misuse of technology for diagnosing undiagnosed NDUs, leading to severe personal and professional consequences. The study advocates for industry-wide collaboration to mitigate these biases, develop NDU-specific datasets, and create secure AR frameworks that safeguard the neurodiverse population while enhancing their quality of life.
Authors
- Denis Gračanin (ORCID: https://orcid.org/0000-0001-6831-2818)
- Mohamed Azab (ORCID: https://orcid.org/0000-0002-9386-4726)
- David S. Jones (ORCID: https://orcid.org/0000-0003-0039-7784)
Institutions
- Virginia Military Institute (US)
- Virginia Tech (US)
Publication Details
- Published
- 2024-10-21
- DOI
- https://doi.org/10.1109/ismar-adjunct64951.2024.00015
- Primary Topic
- Augmented Reality Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00