Stability and Generalization in Looped Transformers

arXiv:2604.15259v2 Announce Type: replace-cross Abstract: Looped transformers promise test-time compute scaling by spending more iterations on harder problems, but it remains unclear which architectural choices let them extrapolate to harder problems at test time rather than memorize...