Deepfake and AI-generated video spreads quickly because it feels emotional and urgent. The best defense is a short set of checks you can run in under a minute.
Fast visual checks
- Look for inconsistent lighting between face and background.
- Watch for unnatural blinking, lip sync, or teeth artifacts.
- Check hands and fingers for warping or odd movement.
- Pause on fast motion: edges often smear or flicker.
Audio and timing clues
Many AI videos still have tiny audio mismatch issues: breaths missing, unnatural pauses, or a voice that is slightly too smooth. Compare the cadence to other known clips.
Source verification wins
The biggest giveaway is often the source. If the clip is only on a single account or the upload lacks a reliable citation, treat it as unverified. Search for the same video from official channels or trusted outlets.
What to do if you are unsure
Do not share it. If it affects your decisions or safety, confirm with a reliable source. When possible, compare with other clips from the same event.