Category
Spotting AI-generated images, videos and deepfakes — tools, signs and provenance.
A voice clone scam pairs a copied voice with manufactured urgency. Here is how the fraud is built, why familiar voices disarm you, and the checks that stop it.
Sep 25, 2026 · 9 min read
How an AI voice detector works, where cloned speech detection fails on real phone calls, the human tells worth learning, and a safety-first playbook.
Sep 23, 2026 · 6 min read
Gemini image detection has a catch: SynthID marks the file but only Google can read it. Here is what you can verify yourself, and how far it gets you.
Sep 23, 2026 · 8 min read
A three-step workflow to check if an image is AI: reverse image search for origin, provenance metadata for receipts, and an AI detector for the pixels.
Sep 21, 2026 · 6 min read
Flux AI image detection is unreliable on classifiers alone. Here is what changed in the artifacts, why compression hides them, and what to check first.
Sep 21, 2026 · 8 min read
Veo AI detection in plain terms: what SynthID marks, why no public API can verify it, and the frame-level checks that still work on a suspect clip.
Sep 18, 2026 · 8 min read
What the Sora watermark actually proves: why the visible mark and C2PA credentials both vanish on upload, and why their absence is not evidence of anything.
Sep 16, 2026 · 8 min read
Midjourney's photorealism fools most eyes in 2026. How to tell Midjourney images from real photos: the signature look, lighting tells and detector strategy.
Sep 11, 2026 · 6 min read
Spot an AI-generated profile picture with eight checks, from earring mismatches and hair melt to reverse search, C2PA metadata and detector scans.
Sep 9, 2026 · 6 min read
AI video detector accuracy in 2026, honestly assessed: why public benchmarks are thin, how compression erases signals, and what frame-level analysis adds.
Sep 4, 2026 · 6 min read
Verified deepfake statistics for 2026: $40B projected US fraud losses, an attack every five minutes, a 0.1% human detection rate, and the laws now in force.
Aug 28, 2026 · 6 min read
What is C2PA? A plain-English guide to Content Credentials: how signed provenance manifests work, who embeds them in 2026, and why absence proves nothing.
Aug 14, 2026 · 6 min read
Looking for the best AI image detector in 2026? An honest comparison of classifiers, C2PA provenance tools and pricing, plus what compression breaks.
Aug 10, 2026 · 6 min read
AI image detector accuracy looks great in labs and shaky on real feeds. What the ARIA benchmark and Bellingcat's compression test reveal about real scores.
Jul 31, 2026 · 6 min read
Sora and Veo made fake video effortless. How to detect AI generated video in 2026: temporal glitches, physics slips, watermarks and frame-by-frame analysis.
Jul 17, 2026 · 6 min read
99.9% of people failed a deepfake spotting test. How to spot a deepfake video in 2026: face boundary glitches, lip-sync drift, lighting mismatch, audio tells.
Jul 6, 2026 · 7 min read
The obvious tells are fading. How to tell if an image is AI generated in 2026: lighting physics, texture patterns, C2PA metadata checks and detector tools.
Jul 6, 2026 · 8 min read
