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Wang Claire

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Preprint Sep 2026

The Wisdom of the Loudest: A Large-Scale Audit of Generative Search on Reddit

Online communities are valued not only for answers, but for the diversity of experiences and perspectives they contain. Generative search increasingly mediates access to this discourse, yet little is known about which community voices survive retrieval and synthesis. We audit Reddit Answers using 10,000 queries from 20...

Agam Goyal, Wang Claire, Eshwar Chandrasekharan · 0 citations
#human-computer interacti... Preprint Sep 2026

Stereotypically Yours: Portrayal and Perception of Race-Coded AI Companions

AI companions can purportedly adopt racial personas, raising questions about how they represent identity and how users interpret these portrayals. We combined an algorithmic audit of race-coded AI personas with interviews with 12 companion users who interacted with a probe. Our audit revealed systematic differences, su...

Wang Claire, J. Shi, Agam Goyal et al. · 0 citations

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