Kazutoshi Shinoda

NTT Human Informatics Laboratories

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Publication activitypapers/week, last 8 weeks

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Constitutional AI & AI Ethics (1)Interpretability & Mechanistic Interp (1)RLHF & Preference Learning (1)

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Kosuke Nishida (1)Kyosuke Nishida (1)

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Apr 30, 2026

NTT Human Informatics Laboratories3w ago

Debiasing Reward Models via Causally Motivated Inference-Time Intervention

Forget scaling laws: surgically debiasing reward models by intervening on just 2% of neurons lets smaller models punch *way* above their weight in alignment.

Kazutoshi Shinoda, Kosuke Nishida, Kyosuke Nishida

Constitutional AI & AI Ethics Interpretability & Mechanistic Interp RLHF & Preference Learning

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Kazutoshi Shinoda

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)