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Annie Ulichney

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#machine learning Preprint Sep 2026

Distortion of AI Alignment Revisited: RLHF is a Decent Utilitarian Aligner

While Reinforcement Learning from Human Feedback (RLHF) is the standard paradigm for aligning large language models with human preferences, its effectiveness in pluralistic settings has been called into question. Notably, recent work by G\"olz et al. (2025) demonstrated that the \textit{distortion} -- defined as the mu...

Kazusato Oko, Annie Ulichney, Nika Haghtalab et al. · 3 citations · ⚡1

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