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  • Reva Schwartz, Rumman Chowdhury, Akash K...
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    May 24th, 2025
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    preprint
    Reva Schwartz, Rumman Chowdhury, Akash K...
    May 24th, 2025

    Conventional AI evaluation approaches concentrated within the AI stack exhibit systemic limitations for exploring, navigating and resolving the human and societal factors that play out in real world deployment such as in education, finance, healthcare, and employment sectors. AI capability evaluations can capture detail about first-order effects, such as whether immediate system outputs are accurate, or contain toxic, biased or stereotypical content, but AI's second-order effects, i.e. any...

Last update from database: 27/10/2025, 15:15 (UTC)
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