Dan Bateyko

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)

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Patricia Paskov (1)Kevin Wei (1)Shengxin Hong (1)Xavier Roberts-Gaal (1)

Papers (1)

Mar 11, 2026

CMU ML5d ago

RCTs&Human Uplift Studies: Methodological Challenges and Practical Solutions for Frontier AI Evaluation

Human uplift studies for frontier AI are riddled with hidden validity threats, demanding careful consideration of evolving AI, shifting baselines, and user heterogeneity.

Patricia Paskov, Kevin Wei, Shengxin Hong +7

Constitutional AI & AI Ethics Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness

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Dan Bateyko

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)