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cs.AI2026
AI Safety via Debate is Compromised by Cognitive Biases
Gefei Liu, Sonya Rashkovan, Sophia Lloyd George +2
Reinforcement learning from human feedback (RLHF) has played a central role in making large language models responsive to human instructions. However, human evaluators often favor…
cs.AI2026
Mitigating Cognitive Bias in RLHF by Altering Rationality
Tiffany Horter, Andrew Markham, Niki Trigoni +1
How can we make models robust to even imperfect human feedback? In reinforcement learning from human feedback (RLHF), human preferences over model outputs are used to train a rewar…