Vol. I · Edition 01 · A verdict on every pixel

Real, or generated?

Drop in any image. Realmo runs five forensic checks and lands a single verdict — authentic or forgery.

Subject

File /REALMO·260422·1626

Drop or paste an image here.

§ Method

Five quiet
checks.

Each verdict is the consensus of five independent forensic signals. The stamp lands when they agree; the ledger shows exactly where they didn’t.

Check № 01Spectral
Frequency residue
Synthetic images leave faint traces in the high-frequency bands. We compare FFT energy against a prior built from real photographs.
Check № 02Hardware
Sensor noise
Every camera sensor has a fingerprint. If the noise pattern is too clean, or too uniform across tiles, that’s a tell.
Check № 03Lineage
Compression history
JPEG quantization tables are surprisingly specific to capture devices. We match yours against known models.
Check № 04Geometry
Lighting topology
Per-pixel illumination should agree around occluding edges. When generators get this wrong, the disagreement is small but consistent.
Check № 05Latent
Latent diffusion trace
Cosine similarity to embeddings of known generators. A high score isn’t proof — but it raises the question.
Check № 06Posture
What we don’t do
We don’t call shots. The output is a verdict, a confidence, and the evidence — never a moral judgment.

§ Editions

Credits don’t expire and never auto-renew. Pick an edition, pay once through Stripe, and the verdicts land in your account in seconds.