One Step Forward and K Steps Back: Better Reasoning with Denoising Recursion Models. - Chris Cameron; Wangzheng Wang; Nikita Ivanov; Ashmita Bhattacharyya; Didier Chételat; Yingxue Zhang (CoRR, 2026)