Back to Course Module 3 of 7
15 minutes

LOOK: Spotting Visual Signs

What AI often gets wrong visually

Eyes

  • Strange or inconsistent reflections
  • Lifeless or unnatural blinking
  • Eyes looking in slightly wrong directions
  • Pupils that don't react to light properly

Hands

  • Extra or missing fingers
  • Fingers bending in impossible ways
  • Objects not held correctly
  • Hands that look blurry or malformed

Faces

  • Too perfect, almost plastic-looking skin
  • Inconsistent facial expressions
  • Teeth that look unnatural or blurry
  • Hair that blends weirdly into the background

Backgrounds

  • Repeating patterns or textures
  • Odd blur or warping around objects
  • Text that looks like gibberish
  • Lighting that doesn't make sense

How to inspect content

For videos: Pause the video and examine individual frames carefully

For images: Zoom in to inspect details, especially hands, faces, and text

Look for consistency: Does everything in the scene make sense together?

Practice exercise

When you encounter images or videos online, take a moment to look for these signs. Ask yourself:

  • Do the hands look natural?
  • Are the eyes realistic?
  • Does the background make sense?
  • Is there any text, and is it readable?
Key Takeaway: If something looks "almost right" but not fully natural, consider AI.
Previous Module Next Module