Literature Reviews
Reviewed research papers, articles, and publications relevant to digital accessibility.
3 results found tagged hallucinations.
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"It's trained by non-disabled people": Evaluating How Image Quality Affects Product Captioning with Vision-Language Models
Garg and colleagues investigate how well Vision-Language Models (VLMs) caption product images taken by blind and low-vision (BLV) people — a high-stakes everyday task that increasingly depends on tools like Be My AI, Microsoft Seeing AI, and general-…
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Not Seeing the Whole Picture: Challenges and Opportunities in Using AI for Co-Making Physical, DIY-AT for People with Visual Impairments
This CHI 2026 paper explores whether an LLM-based conversational agent can act as a co-making partner — not just a visual aid — when people with visual impairments (PVI) build their own physical assistive technology. The authors extended their prior …
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I'm Always a Little Skeptical of It: Verification Practices of Blind Users When Working with Generative AI in Spreadsheets
This CHI 2026 paper reports a remote study with 12 blind screen reader users (11 totally blind, 1 legally blind) examining how they verify outputs produced by Generative AI tools when working on accuracy-critical spreadsheet tasks. Spreadsheets are p…