Vision
How Diffusion Controller unifies and simplifies AI image generation
Our short summary of Google’s engineering write-up. The full story, with all the detail, is on their blog.
Read the full write-up on research.google (opens in a new tab)Problem
Generated images often missed specific details or looked distorted when trying to follow exact prompts.
Solution
They added a small controller network that continuously guides the diffusion steps, improving prompt alignment while keeping image quality, even on closed models.
90% win rate over baseline
Want the architecture, code and numbers? They’re in the original post.
Read the full write-up on research.google (opens in a new tab)