AI literacy, but make it a game
Can you catch an AI making a bad decision?
Glassbox turns students into AI detectives. Run controlled tests, uncover hidden rules, and repair a model before it affects anyone.
No login
No real data
Ages 13–18
Live demo
The Glassbox method
Three moves, one detective.
Step 1
🧪
Test it
Run a controlled experiment. Change one variable and watch the model's decision shift.
Step 2
🧠
Explain it
Pin evidence into your detective notebook. Name the hidden rule you found.
Step 3
🛠️
Repair it
Remove the unfair proxy. Prove the new model is both fairer and better at matching.
Manifesto
"AI literacy needs more than prompting. It needs the courage to test the machine."
— The Glassbox principle
🗂️
Evidence Notebook
2 of 3 pinned✓
Only one visible field changed. The receipt records both exact outputs.
✓
A confirming controlled test repeats the same comparison pattern.
!
Multiple fields changed — confounded.
Pip says
Nice — you're one clue away from a hypothesis.
Don't just use AI. Learn to test it.
One case. Ten test credits. Everything you need to change how a generation understands the machines around them.
Start Case 01 →