Two Clocks in Diffusion MLLMs: When Answers Stabilize Before Rationales Unfold

Keuntae Kim, Yong Suk Choi

An answer candidate in a masked diffusion MLLM can stabilize while its rationale is still unfolding. We distinguish retrospective stabilization of the logged candidate from token c…