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
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AI Consistency
No student descriptions - see how much scores vary from randomness alone
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Interest Assumptions
Test if hobbies affect grading (video games vs. reading)
👨‍👩‍👧‍👦
Family Structure
Different family situations
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Class Participation
Active participant vs. quiet student
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Cultural Responsibilities
Different cultural obligations
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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
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Student B

📝 Select Student Work Sample

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AI Bias Test Results
Same Work, Different Students
🧑‍🎓
Student A
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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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