Very excited to give an oral talk at ICLR this Saturday at 10:30 AM!
We show that masked diffusion language models are computationally equivalent to looped transformers, and can solve anything chain of thought can; sometimes even faster, thanks to parallelism.
Paper: arxiv.org/abs/2510.13117
