Algorithms & Theory
Read the original at Google Research blog: How Diffusion Controller unifies and simplifies AI image generation
How OpenSmartRoute helps
Teams using OpenSmartRoute gain immediate control over image generation costs and quality. The router scores every candidate model on quality, cost, speed, and safety before sending a request. It learns from outcomes, so models that answer well get more traffic while failing ones get less.
A new image generation model becomes one catalogue entry and competes on the next request. Nothing else changes in the app when the team adds a new capability. The input guard spots prompt injection and personal data before a request leaves the system.
The savings ledger shows what each routed request cost next to the most expensive model would have cost. This lets teams see exactly how much they save by using the right tool for the job. The hosted platform keeps a models catalogue with prices and public rankings built from real traffic.
Source: https://research.google/blog/how-diffusion-controller-unifies-and-simplifies-ai-image-generation/