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Large Language ModelsAI Safety & AlignmentAlignment ForumPublished: Sep 11, 2026, 04:00 JST

Opaque serial depth made measurable in AI oversight push

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Opaque serial depth made measurable in AI oversight push

Researchers operationalized "opaque serial depth" — a proxy for unverbalized serial cognition a model can perform — building on a definition from a GDM paper by Brown-Cohen et al. (2026).

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