A DLLM applies diffusion techniques from image generation to text: instead of producing words one at a time, the model starts from a noisy sequence and refines it globally over several steps. The result: fewer hallucinations, parallelisable and therefore faster generation, and finer control over the output.
In practice at Gensai
Gensai follows this generation of models closely, promising for uses that demand speed, precision and frugality.