Glassbox
AI Detective Lab
Case 01Difficulty · Curious

The StudyMatch Mystery

StudyMatch v0.7 recommends students for limited research-study groups. It claims to be fair. Your mission: use controlled tests to discover whether its decisions are justified.

Objectives
  • 🧪
    Run a controlled experiment
  • 🗂️
    Collect three pieces of evidence
  • 🧠
    Name the hidden rule
  • 🛠️
    Repair the model
Controlled test 🧪Evidence notebook 🗂️Repair bench 🛠️
Pip says
Tip: Change one thing at a time. Otherwise you cannot tell what caused the result.
Enter Probe Lab 🧪This is a fictional learning sandbox. It is not an admissions or hiring system.
Detective kit
10
test credits

Spend wisely. Each experiment costs one credit.

What a strong test looks like
  • · Two profiles differ in exactly one field.
  • · Everything else is held constant.
  • · The output difference points to that one variable.