https://cognaptus.com/tags/recurrence/ Recent content in Recurrence on Cognaptus Hugo -- 0.145.0 en-us Sun, 16 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-16-recurrent-revival-how-retrofitted-depth-turns-llms-into-deeper-thinkers/ Sun, 16 Nov 2025 00:00:00 +0000 https://cognaptus.com/blog/2025-11-16-recurrent-revival-how-retrofitted-depth-turns-llms-into-deeper-thinkers/ A mechanism-first look at how pretrained language models can be surgically converted into depth-recurrent reasoners—and why the gains are useful, conditional, and not remotely free.