DiT Generated · Artefactual CXR

CXART

What happens when you ask a Diffusion Transformer to generate chest X-rays? Keyboards for ribs, clockwork lungs, and the occasional renaissance angel.


6 artefacts · 1 DiT model · ∞ confusion

01
AI-generated chest X-ray with keyboard-like rib structures

The Ribcage Plays Beethoven

When the model confuses anatomy with an office supplies catalog

The DiT model got its wires crossed, literally. Instead of ribs, it generated what appears to be a full QWERTY keyboard embedded in the thorax. Each "key" sits neatly between intercostal spaces. The AI apparently thinks touch-typing is an organ function.

keyboard thorax
02
AI-generated chest X-ray with clockwork gears in lung

Steampunk Surgery Gone Wrong

Victorian engineers have entered the radiology department

Intricate clockwork gears and mechanical components have invaded the right lung field. The left lung looks relatively normal, as if the AI ran out of steampunk ideas halfway through. A catheter-like tube snakes through the scene for good measure.

mechanical lung
03
AI-generated double-exposure chest X-ray with reality tear

Thorax: Civil War

Even the AI couldn't commit to a single chest

Two separate chest X-rays collide in one frame, split by a jagged vertical tear. The heart shadow is displaced, caught between dimensions. It's as if the model tried to generate two patients simultaneously and just said "why not both?"

dimensional rift
04
AI-generated chest X-ray with circuit board patterns and text hallucinations

404: Heart Not Found

Have you tried turning your ribcage off and on again?

Circuit boards, electronic chips, and mysterious text hallucinations ("OMO XC") replace the organs entirely. The trachea branches into what looks like wiring. Somewhere in there, a motherboard is serving as the mediastinum. The model went full cyberpunk.

digital anatomy
05
AI-generated X-ray with hallucinated text scrawled across it

You Are Engraved In My Heart

Roses are red, violets are blue, "RRQYEN" means I love you

The model went rogue and decided to graffiti the X-ray. Bold, hallucinated text "RRQYEN" is scrawled across what appears to be a pelvic/abdominal view instead of a proper chest X-ray. Grid artifacts and checkerboard patterns round out this beautifully unhinged composition.

text hallucination
06
AI-generated surreal humanoid mannequin with rib-bone wings

You Are My Heart, You Are My Soul

Asked for a chest X-ray, got a renaissance angel with commitment issues

The crown jewel of the collection. Instead of an X-ray, the DiT model generated a full humanoid mannequin figure with what can only be described as rib-bone wings. The uncanny valley energy is off the charts. This is what the model dreams about when it closes its weights.

uncanny valley