Shiny Stories, Hidden Struggles: Investigating the Representation of Disability Through the Lens of LLMs

In three linesarXiv study shows LLMs over-idealize experiences of people with disabilities in social media content generation, producing unrealistic positive stereotypes. Comparative analysis reveals negative bias: certain topics (career, entertainment) overrepresented for nondisabled individuals, reinforcing exclusionary narratives.

Summary generated by Claude — human-verified