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The literature-review database. Every paper Bob has reviewed (he has read many more), with a short summary, key findings, and tags. Browse, filter, search.

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  • I'm Always a Little Skeptical of It: Verification Practices of Blind Users When Working with Generative AI in Spreadsheets

    Minoli Perera, Swamy Ananthanarayan, Cagatay Goncu, Kim Marriott · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    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 pervasive in workplace and…

    blindness · screen readers · Generative AI · spreadsheets · AI accessibility

  • Not Seeing the Whole Picture: Challenges and Opportunities in Using AI for Co-Making Physical, DIY-AT for People with Visual Impairments

    Ben Kosa, Hsuanling Lee, Jasmine Li, Sanbrita Mondal, Yuhang Zhao, Liang He · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    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 A11yBits tangible toolkit…

    blindness · low vision · DIY assistive technology · tangible interaction · Generative AI

  • "It's trained by non-disabled people": Evaluating How Image Quality Affects Product Captioning with Vision-Language Models

    Kapil Garg, Xinru Tang, Jimin Heo, Dwayne R. Morgan, Darren Gergle, Erik B. Sudderth, Anne Marie Piper · 2026 · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems (CHI '26)

    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-purpose assistants such as…

    blind and low vision · vision-language models · image captioning · product identification · hallucinations

3 results.