Guides, breakdowns and research on detecting AI-generated and manipulated media — from the team building on-device verification.
A practical, evidence-first way to vet a UFO/UAP clip before you share it: provenance, metadata, visual model, temporal and spectral signals, and what "inconclusive" really means for sky footage.
Everything Verifyco added since launch: the evidence lean and score legend, PDF document inspection, public-link analysis, the web app, credit packs, 20 languages in the iPhone app and the developer tools — and what is still deliberately not promised.
Detectors that always answer are guessing. How Verifyco decides between authentic, inconclusive, suspicious and manipulated, why the inconclusive band now carries a lean, and how to read the score legend.
Found a deepfake of yourself — a fake video, voice or intimate image? Here's the emergency checklist: evidence, takedowns, platform reporting, legal options and damage control.
Is making a deepfake a crime? A plain-language map of deepfake laws in 2026 — the US TAKE IT DOWN Act, the EU AI Act's labelling rules, UK, and what's legal, what isn't.
Not AI — just faked. Learn how to tell if a photo is edited or photoshopped: shadow and edge checks, error level analysis, metadata, reverse search and forensic tools.
AI detectors claim 99% accuracy — reality is messier. What detection accuracy really means, why false positives happen, what breaks detectors, and how to read a confidence score.
Scammers can clone a voice from three seconds of audio. Learn how AI voice cloning scams work, the red flags of a fake voice call, and the habits that actually protect you.
Sora-class models now make video from a text prompt. Learn how to tell if a video is AI-generated: physics tells, texture artifacts, provenance checks and forensic tools.
Not all deepfake detector apps are equal. Here are the 7 things that separate a trustworthy AI detector from a coin flip — privacy, multi-signal analysis, honesty and more.
Want to verify a photo right on your iPhone without uploading it anywhere? Here's how to check if an image is real or AI-generated, privately and on-device.
Deepfake videos are fooling almost everyone in 2026. Learn the 9 signs that still give them away — plus why your eyes alone aren't enough anymore.
Can't tell if a photo is real or AI? Learn the 2026 method that actually works: provenance checks, detector tools, and the physics cues AI still gets wrong.
What are Content Credentials? How C2PA provenance works, how to check a photo's origin, what it can and can't prove — and why it's becoming the web's trust layer.
Romance scammers and bot networks run on AI-generated profile photos. Learn the visual tells of a fake profile picture, the reverse-search workflow, and how to verify in seconds.
Deepfakes explained simply: what they are, how they're made, why they've become so convincing, the real-world risks, and how to tell a synthetic face or voice from the real thing.
A practical checklist for spotting deepfaked video — the edge artifacts, lip-sync drift, lighting tells, unnatural motion and audio clues that still give synthetic clips away.
Why Verifyco analyzes the files you pick on your iPhone: how on-device forensic analysis works, what the Neural Engine does, cloud vs on-device trade-offs, and which paths use temporary server processing.