The Structure Gap: When More Data Cannot Replace Structured Reasoning.

arXiv:2610.37523v1 Announce Type: cross Abstract: A persistent belief in modern AI is that sufficiently large learners trained on sufficiently much data can make explicit domain knowledge optional. This paper examines a limitation of that belief. We define str