continuous diffusion for code generation in one step

Can language models write code in one step?

Yes: make language continuous, use diffusion, then distill the trajectory to one step.

Paper: https://arxiv.org/abs/2609.04531

Code: https://github.com/pengzhangzhi/plaidq