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Shaheen Nabi

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Preprint Aug 2026

Beyond Fixed Directions: Adaptive Representation Analysis of Reasoning and Memorization in LLMs

The evidence supports single-direction decodability for the studied task groups but challenges fixed-direction stability: the information persists while its geometric realization changes.

Shaheen Nabi · 0 citations