DeepMind's text diffusion model improves reasoning iteratively

In a talk, Brendon Dillon shows a text diffusion model that iteratively refines answers, achieving 39 after starting at 60 on a math problem. GPT-4o and Gemini 2.5 Flash gave incorrect answers. The model is significantly smaller.