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Engaging citizen curators

An innovative Arthur Ross Gallery exhibition features 50 Penn art collection works chosen by crowdsourcing.
Gallery visitors viewing exhibition at Arthur Ross Gallery
The Arthur Ross Gallery's “Citizen Salon” exhibition features 50 works from Penn’s art collection, chosen by the public in an innovative crowdsourcing curation project. 

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  • OpenAI, DeepSeek, and Google vary widely in identifying hate speech
    Two people work on coding at computer.

    Image: Kindamorphic via Getty Images

    OpenAI, DeepSeek, and Google vary widely in identifying hate speech

    Neil Fasching and Yphtach Lelkes of the Annenberg School for Communication have found dramatic differences in how large language models classify hate speech, with especially large variations for language about certain demographic groups, raising concerns about bias and disproportionate harm.

    Sep 10, 2025