The Geometric Price of Discrete Logic: Context-driven Manifold Dynamics of Number Representations
arXiv:2603.23577v1 Announce Type: new
Abstract: Large language models (LLMs) generalize smoothly across continuous semantic spaces, yet strict logical reasoning demands the formation of discrete decision boundaries. Prevailing theories relying on line…