The Confidence Shortcut: A Reasoning Failure Mode of Masked Diffusion Models.

arXiv:2605.29123v2 Announce Type: replace Abstract: Chain-of-thought reasoning helps autoregressive models solve complex problems by generating intermediate steps that support later predictions. Masked diffusion models (MDMs) offer a similar opportunity throug