Author

Hanna Wallach

2 papers indexed here

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Review Aug 2026

What We Know about Responsible AI Practices in Industry: A Half Decade of Empirical Research

This work synthesizes current knowledge through a literature review of 161 empirical studies spanning six years, each engaging industry practitioners via interviews, surveys, workshops, ethnographies, and other methods, to provide a more complete account of industry RAI than any single study to date.

W. Deng, Agathe Balayn, Andrew D. Selbst et al. · 0 citations

Preprint Sep 2026

What AI Benchmarks Actually Measure: Adapting Convergent and Discriminant Validity to Interrogate Fifty-Six AI Benchmarks

This work adapt convergent and discriminant validity from the social sciences into an approach for interrogating AI benchmarks, applying it to 56 capability and safety benchmarks across 53 models and asking analogous questions at the item level using item response theory (IRT) models.

Meera Desai, Sang T. Truong, Hanna Wallach et al. · 0 citations