Deepfakes & Synthetic Media
How to spot manipulated media
A repeatable four-step check you can run in under a minute.
4 min readBeginnerAI
What You Need to Know
You do not need forensic software. Most manipulated media is caught by context: who posted it, where else it appears, and whether the details hold up when you zoom in.
Why It Matters
Sharing is the amplifier. A single pause before resharing does more to slow misinformation than any detection tool currently available to the public.
Warning Signs checklist
- No original source, only reuploads and screen recordings
- Text in the image is warped or nonsensical
- Hands, ears, and jewelry are distorted
- The caption tells you how to feel before you have watched it
How to Protect Yourself steps
- 1Find the earliest version of the file you can
- 2Run a reverse image search on a frame
- 3Read past the caption to the actual content
- 4Wait an hour on breaking news before sharing
Quick Checklist
- Find the earliest version of the file you can
- Run a reverse image search on a frame
- Read past the caption to the actual content
- Wait an hour on breaking news before sharing
Helpful Resources
- The Curiosity EditLong-form essays on cyber, AI, and everyday technology.
- Career GalaxyDiscover the careers built around this exact problem.
- Government resourcesOfficial reporting and recovery links, being verified before we publish them.
- Trusted nonprofitsCommunity partners offering free education and support, list in progress.
Follow the Rabbit Hole