Lesson 937 of 1570
AI and Hidden Instructions in Shared Documents
Why pasting a classmate's text into ChatGPT can hijack your AI session.
Lesson map
What this lesson covers
Learning path
The main moves in order
- 1The big idea
- 2prompt injection
- 3invisible text
- 4collaboration risk
Concept cluster
Terms to connect while reading
Section 1
The big idea
People can hide instructions in white text or document metadata that hijack AI when you paste their content. It's prompt injection — and it's already in classroom group projects.
Some examples
- A 'helpful summary' from a classmate makes ChatGPT lie to you.
- White-on-white text is invisible to you but readable to AI.
- PDFs and Google Docs both can hide injection payloads.
- Always paste suspect text into Notes first — it strips formatting.
Try it!
Copy any document you've received this week. Paste it into Notes or a plain-text editor and look for hidden white text.
Key terms in this lesson
End-of-lesson quiz
Check what stuck
15 questions · Score saves to your progress.
Tutor
Curious about “AI and Hidden Instructions in Shared Documents”?
Ask anything about this lesson. I’ll answer using just what you’re reading — short, friendly, grounded.
Progress saved locally in this browser. Sign in to sync across devices.
Related lessons
Keep going
Builders · 40 min
Why Misinformation Spreads So Fast
AI-generated misinformation goes viral because outrage and surprise drive shares — and AI is great at making both..
Builders · 26 min
AI and spotting jailbreak prompts: when a 'fun trick' is actually shady
Learn to recognize jailbreak prompts your friends paste so you don't help break the rules.
Builders · 7 min
AI and Dating App Catfish 2026: Spotting Generated Faces
AI faces on Tinder and Hinge passed the 2026 detector tests. Learn the four tells humans still beat machines on.
