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Geometric Signatures of Reasoning: A Spectral Perspective on Task Hardness

arXiv cs.LG · yesterday Cached

This paper studies the geometric properties of chain-of-thought trajectories in the hidden state space of transformers, introducing effective dimension and kinematic features to predict task hardness and solution correctness from early tokens.

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