The Geometry of Logic: Stratification Induces Semantic Structure and Robust Reasoning.

arXiv:2609.32927v1 Announce Type: cross Abstract: Transformer-based language models perform well on symbolic tasks, yet it remains unclear whether they learn generalizable rules or rely on statistical shortcuts. Mechanistic studies link algorithmic behavior to