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Deepfake Awareness

How to spot AI-generated fakes โ€” and the verification habits that protect you

Context:Deepfake tools are now widely accessible. You don't need to be an expert to spot them โ€” you need a consistent habit of verifying before believing or sharing.

These are the most reliable visual/audio cues โ€” but technology improves fast. Verification habits (next tab) matter more than detection.

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Unnatural blinking or eyes

Early deepfakes blinked rarely or at wrong intervals. Better models are improving, but eye movement and eyelid edges still look slightly wrong on close inspection.

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Lips out of sync with speech

Audio often doesn't perfectly match lip movement, especially at the start and end of words. This is clearest on video calls or screen recordings.

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Hair and ear edges

AI struggles with fine details around the hairline and ear outline. These edges often look blurred, smeared, or flickering.

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Inconsistent lighting

The face may have slightly different lighting than the background or body. Shadows don't always match the environment.

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Voice sounds slightly 'smoothed'

AI voice clones often sound slightly too clean or have unnatural pauses. Background noise or room acoustics may not match.

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Extreme expressions look distorted

When the person laughs, cries, or makes a strong expression, the distortion is often most visible at the face edges and neck.

Tool tip

For suspicious videos: try the InVID/WeVerify browser extension or search the thumbnail on Google Images to find the original source.