Is it real or AI-generated?
Empirical forensic investigations of viral hoaxes, celebrity deepfakes, and synthetic social media clips using state-of-the-art multi-modal neural network analyzers.
Looking to verify a specific AI video generator or viral scam format?
Generative diffusion models leave distinct spatial-temporal signatures. Check clips directly with our specialized tools: inspect Google DeepMind cinematography on the Google Veo 2 Detector, analyze dynamic Pikaffects on the Pika 2.0 Checker, inspect temporal physics on the Kling AI Video Checker, examine generation artifacts on the Sora AI Detector, or verify suspicious dating clips on the Romance Scam Video Proof Checker.
Probabilistic media investigations
Probabilistic neural artifact evaluations and multi-model confidence scores.
Unspeakable nuke video: real or CGI?
The creator confirmed in follow-up footage that the explosion was a computer-generated visual effect (VFX) composited over practical camera footage, not a real blast.
Viral joint pain relief ad scam: reported AI facial reenactment
The Associated Press reported that viral advertisements featuring a young Sophia Loren were AI deepfakes created using facial reenactment models to map modern movement onto historical photographs.
Viral Morgan Freeman monologue: reported voice and face swap
BBC News reported the viral monologue was created by deepfake artist Bob de Jong using a body double, neural face-swapping, and voice synthesis.
Will Smith spaghetti video: real or Sora AI?
The Verge reported the clip was generated with modern AI video models, demonstrating rapid advances in video synthesis compared to 2023 iterations.
Cryptocurrency livestream scam: reported AI voice clone and footage hijack
BBC News reported that cybercriminals hijacked verified YouTube accounts and broadcast archived conference footage paired with synthetic voice clones to promote crypto scams.
Viral @deeptomcruise TikTok videos: reported face replacement
Reuters reported that visual effects artist Chris Ume created the viral clips using actor Miles Fisher as a body double with neural face-swapping software.
Viral Pope Francis puffer jacket photo: reported Midjourney synthesis
NBC News reported that the viral image of Pope Francis wearing a white puffer jacket was generated by a Chicago construction worker using Midjourney v5.
Viral @unreal_keanu TikTok videos: reported body double face swap
Business Insider reported that the viral @unreal_keanu account was produced using deepfake face-swapping over a body double rather than the actual actor.
Viral Wan 2.1 video: reported AI diffusion demo
The open-source release notes and technical repository document Wan 2.1 as a 14B-parameter text-to-video foundation model developed by Alibaba Group.
Alleged leaked Midjourney video: reported composite animation
Community moderators and digital artists documented that circulating teaser clips were fan-made 2.5D camera composites rather than an official Midjourney model release.
Chef Cat cooking videos: reported AI video diffusion
Online media analysts reported that viral channels featuring cooking cats use generative video diffusion tools combined with spliced foley audio.
Viral Italian grandmother cooking clips: reported AI content farm generation
Food journalists reported that viral accounts depicting rustic elderly cooks hand-rolling pasta are automated content farm creations utilizing generative video tools.
Tiny miniature cooking clips: reported AI video inpainting
Content creators and reviewers reported that newer viral miniature cooking clips incorporate generative video inpainting to simulate microscopic boiling and flames.
Viral $2 tech giveaway ad scam: reported AI voice clone
The New York Times reported that fraudulent TikTok ads used an unauthorized AI voice clone of MrBeast paired with archival footage to lure viewers into paid subscriptions.
Viral cookware giveaway ad scam: reported AI voice clone
The New York Times reported that viral social media ads featured an unauthorized AI voice clone of Taylor Swift falsely offering free Le Creuset cookware.
Viral health supplement interview scam: reported AI voice and face swap
Rolling Stone reported that viral social media advertisements used synthetic voice clones of Joe Rogan to fabricate unauthorized health supplement endorsements.
Federal subsidy spending card scam: reported AI voice clone
The Associated Press reported that viral ads showing Steve Harvey promoting $5,200 government spending cards used synthetic voice clones and repurposed footage.
Viral wildlife narration clips: reported AI voice clone
BBC News reported that Sir David Attenborough voiced serious concern over viral social media channels using unauthorized AI clones of his distinctive narration voice.
Automated trading platform video scam: reported AI voice clone and lip sync
The Federal Trade Commission warned that scammers deploy deepfake videos of prominent business executives and news anchors to promote fake automated trading schemes.
50-foot Amazon snake video: reported CGI composite
Snopes reported that viral drone footage claiming to show a 50-foot Titanoboa snake in the Amazon River was a 3D computer-generated animation composited over aerial video.
Dancing pygmy hippo video: reported generative AI diffusion
Social media fact-checkers and wildlife accounts noted that viral videos of pygmy hippos standing and dancing on hind legs are generative AI video animations.
Viral puppy rescue videos: reported staging and visual effects
Snopes documented that viral animal rescue videos often involve staged animal danger or digitally added visual effects rather than genuine spontaneous rescues.
1950s Panavision Avengers trailer: reported Midjourney animation
Creators documented that the viral vintage trailer was produced by generating still concept art in Midjourney and animating it using camera motion tools.
Viral high-profile arrest images: reported Midjourney synthesis
BBC News reported that viral images showing Donald Trump resisting arrest were synthetic images generated by Bellingcat founder Eliot Higgins using Midjourney.
Historical figures singing modern pop: reported AI portrait animation
Media commentators documented that viral videos showing historical portraits singing modern songs use keypoint facial reenactment software and pitch-shifted audio.
DAF truck stunt videos: real driving or CGI simulation?
Forensic frame inspection and automotive telemetry indicate that viral extreme DAF truck stunt videos are realistic 3D vehicle physics simulations composited into real dashcam and highway footage.
Detective Williams YouTube interrogation videos: real or staged?
Acoustic room impulse analysis and visual production indicators confirm that these viral videos are scripted dramatizations performed with actors rather than authentic law enforcement custodial interrogations.
Fein drill tap viral clip: real metalworking or speed manipulated?
While the Fein power tool and threading tap are genuine industrial equipment, the viral video utilizes variable speed ramping and cut-point masking to make standard tapping appear instant.