Beyond Depth Truncation: Controlled Evaluation of Depth Utilization in Recursive Language Models.

arXiv:2609.19934v1 Announce Type: new Abstract: Depth-recurrent language models iteratively apply a small layer stack, decoupling per-token compute from distinct parameter count. To determine whether such a model genuinely utilizes its depth, both recurrence a