EditAgent

Adobe Research and UC San Diego built EditAgent, an image editing agent that generates candidates in parallel and has a standard language model pick the best one using measured data. With that data, all seven language models tested beat every fine-tuned judge. The agent needs about ten times the compute of a single editor.