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An operationalization of opaque serial depth (3 minute read)

TLDR AI ↗ · 2026-09-11 Cached

This document operationalizes a measure called 'opaque serial depth' to quantify unverbalized serial cognition in AI models, proposing natural-language-rooted nodes as interpretable bottlenecks to enhance oversight of latent reasoning.

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