Generalization Is Stability, Not Accuracy: Multi-Axis Evaluation of LLMs.

arXiv:2610.01428v1 Announce Type: cross Abstract: Generalization in large language models (LLMs) is the ability to produce consistent and semantically stable outputs when the same input is expressed in different ways. Existing work typically evaluates generali