Self-Aware Markov Models for Discrete Reasoning

ArXi:2603.16661v1 Announce Type: new Standard masked discrete diffusion models face limitations in reasoning tasks due to their inability to correct their own mistakes on the masking path. Since they rely on a fixed number of denoising steps, they are unable to adjust their computation to the complexity of a given problem. To address these limitations, we