AI AdventureAICreate with AIDay 19
🪪 Create with AI · Day 19

Fakes, Watermarks & Passports

AI can now make a photo of something that never happened. So the honest question isn't "is it fake?" — it's "can you prove where it came from?" Today you'll try to catch fakes, stamp a piece of media with a tamper-proof passport, and discover the sneaky attack that breaks it.

↓ real or fake?
🕵️ Lab · Real or Fake?

You vs the detector

Here's a photo. Some are "real"; some are AI fakes with a hidden tell (too-perfect symmetry, a doubled object, a warped patch, weird lighting). You guess first. Then an AI detector gives its confidence — and it's sometimes wrong. Watch how often the "magic" detector actually misses.

🔎 Detector
0/0🧑 you correct
0/0🤖 detector correct
See it? The detector is not magic — it outputs a confidence, and sometimes it's confidently wrong (a false positive or false negative). That's exactly why we can't just "run a detector" and trust it. We need proof of origin. 👇
🪪 The Key Toy · Content Passport

Stamp it. Then try to lie.

Honest creators disclose: they attach a "content passport" that says how a piece was made. Fill it in and stamp it — you'll get a signed record. Then try to secretly change a fact and press Verify. Watch what happens.

The passport is signed with a fingerprint (a hash of every field). Change one letter and the fingerprint no longer matches — so verify returns FALSE. You cannot silently alter a signed credential and get away with it. That's the superpower of provenance. 🔐
✂️ Break-It · The Screenshot Attack

The passport's weakness

Provenance sounds bulletproof — until this. The passport lives in hidden metadata next to the image. So what happens if someone just screenshots it? Try it.

🔒 Content Credentials attached
— no passport yet —
A screenshot copies the pixels but not the hidden passport. Try it and watch the copy come out with no provenance at all.
🏷️ The pro wordsAn AI-made image or video of a real person is a deepfake. Tools that guess "AI or not" are detectors — they output a confidence and can make a false positive (real flagged as fake) or false negative (fake flagged as real). A tamper-proof record of how media was made is provenance; the real standard is C2PA / Content Credentials. A pattern hidden in the pixels themselves is a watermark. And doing the honest thing — saying "this is AI" — is called disclosure.
✅ Boss · Provenance Detective

Sort the evidence

Three media items land on your desk. Some carry a valid passport, some were tampered, some have no passport at all. Hit Verify on each (it runs the real check), then file it: Trusted, Tampered, or Unknown. Clear 3 rounds to win!

Round 1 / 3 · sorted 0 / 3
🚀 Beyond the Basics

How the real world proves it

The passport you built is a shrunk version of tools big companies are rolling out right now, so you can trust what you see online.

🪪

Content Credentials

contentcredentials.org shows the real "nutrition label" for media — who made it, with what tool, and whether AI was involved. Look for the little "cr" icon.

📜

The C2PA standard

Camera makers, Adobe, Microsoft, and others agreed on one shared format for provenance so it works everywhere — exactly the signed-record idea you just used.

💧

SynthID & watermarks

Google's SynthID hides an invisible watermark right in the pixels — so even after a screenshot strips the metadata, a trace can survive.

🤝

PAI guidelines

The Partnership on AI wrote shared rules for "synthetic media": disclose it, label it, and don't use it to deceive people.

🏷️ Pro names to look upSearch C2PA, Content Credentials, SynthID, and Partnership on AI. The honest move is always the same: disclose and attach provenance — don't make people guess.

🎉 Day 19 Complete!

You learned the honesty core of generative AI: detectors are uncertain, not magic; a signed content passport catches any secret edit; but metadata can be stripped, so we also need visible labels and watermarks. The rule for a good creator: disclose and prove it.

Day 20: Next Adventure →
You now know how to make AI and how to keep it honest. That's the whole point of creating with AI. 🚀
AI Adventure · Create with AI · Day 19 — made for young inventors 🚀