Recursive LoRA: Generates recursive images, which are images that contain smaller versions of themselves repeated inward. Recursion is the idea of something being defined in terms of itself: a process, object, or image that refers back to itself over and over, usually at a smaller scale each time. If you’ve ever tried to google “recursion” and ended up clicking a link that explains recursion by telling you to google “recursion,” you already understand the joke and the concept.

The classic physical example of recursion is Matryoshka (Russian nesting) dolls. You open one doll to find a smaller, nearly identical doll inside, then another inside that, and so on. Each layer mirrors the last, creating a chain of self similarity. That same idea applies visually here: the image contains itself, which contains itself, which contains itself, until it disappears into detail or abstraction.

In images, recursion often appears as a person holding a picture of themselves holding that same picture, a character watching a screen that shows the same scene they are in, or a gardener trimming a hedge shaped like a gardener trimming a hedge. Mirrors, screens, frames, and objects-within-objects are common ways recursion shows up.

The core feature is visual self reference. The subject repeats, not as a copy pasted collage, but as a nested structure that clearly points back to the original image.

Once you understand the idea, it’s easy to invent your own: put the main subject inside itself, then do it again. Screens, books, reflections, sculptures, drawings, paintings, and windows all work well. If it loops back on itself, you’re doing it right.