Limits of Confidence in Diffusion.

arXiv:2609.20581v2 Announce Type: replace Abstract: Discrete diffusion, including remasking and uniform-state samplers, generate a sequence by writing multiple token positions per step, drawing each from a per-position distribution and choosing which positions