The Truth Lens Challenge
Truth Lens is a forensic platform that scores the authenticity of video, images, and documents for courtrooms and investigations. I'm inviting you to try to break it. Bring your best synthetic media — deepfakes, doctored photos, forged paperwork — and see what the analysis says.
Rules of engagement
Upload a manipulated video, a synthetic image, or an altered document. Real media welcome too — the point is to see whether the tool can tell.
Truth Lens runs the file through its detectors and returns a probabilistic authenticity assessment — not a black-box guess, but a reasoned score.
Get a result you could hand to a client or a court. Then tell me: did it catch you, or did you get one past it?
What it looks for
No honest detector says a clean "fake" or "real." Truth Lens uses Bayesian evidence evaluation and likelihood ratios to express how strongly the evidence points one way.
That's the same logic a forensic expert uses on the stand — a defensible degree of belief, with the reasoning shown, not a verdict pulled from a hat.
The dare
Run something through it and post your result — tag me or reply. Whether it nails your fake or you outsmart it, I want to see the case. Every attempt makes the tool sharper.
Open Truth Lens →