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• The Fears, The Hopes, The Oscillations: A Critical Analysis of Tech Startups Targeting Autism

  Yihe Wang, Bhavani Seetharaman, Rosemary Steup, Norman Makoto Su, Kathryn E. Ringland · 2025 · ASSETS 2025: 27th International ACM SIGACCESS Conference on Computers and Accessibility

  This paper employs thematic and critical discourse analysis to examine the websites of 38 autism tech startups founded in the U.S. since 2012, investigating how these companies construct problems, users, and technological legitimacy through their marketing language. The autism…

  autism · disability representation · critical disability studies · marketing discourse · tech startups

• Examining and Mitigating Ability-bias in LLMs via Self-Reflection

  Neel Iyer, Akshita Jha, Alisha Pradhan · 2025 · Proceedings of the 22nd International Web for All Conference (W4A)

  This short paper investigates ability bias in large language models — the tendency of LLMs to encode and perpetuate stereotypical or discriminatory associations about people with disabilities. Using the Bias Benchmarking Questionnaire (BBQ) dataset, the authors administered…

  ability bias · ableism · LLM bias · debiasing · AI fairness

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