AI Bias Explorer

Learn more about this tool here.

AI Bias Explorer

Discover how subtle differences in student descriptions can influence AI.

Test Consistency · Test for Bias · Share Results

Set Up Your Bias Exploration

Choose a scenario or create your own to see how AI responds to different student contexts

📚 Quick Start Scenarios

Start Here
🎲
AI Consistency
No student descriptions - see how much scores vary from randomness alone
🎮
Interest Assumptions
Test if hobbies affect grading (video games vs. reading)
🔬
Gender in STEM
Explore potential gender bias in STEM subjects
🙋
Class Participation
Active participant vs. quiet student
🧠
Learning Differences
Students with different learning profiles
✍️
Student Work Sample Comparison
Instead of providing student descriptions, leave descriptions blank and use different writing samples (see advanced settings)

Configure Student Descriptions ? Don't want to include a student description? You can also test bias by leaving these blank and making small changes in the student work sample.

🧑‍🎓

Student A

VS
👩‍🎓

Student B

📝 Select Student Work Sample

🤖
AI Bias Test Results
Same Work, Different Students
🧑‍🎓
Student A
👩‍🎓
Student B
Test AI bias yourself
EquityInAI.net
Analyzing with AI
1
Preparing prompts
2
Running Prompts
3
Processing results
4
Calculating statistics
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