AI Bias Explorer

This tool can help you explore what happens when we use AI to grade. It takes an example of student work and grades it multiple times under different conditions, letting you see if it is consistent and unbiased.

The best way to learn is to jump in and try it, but this video provides a more structured explanation of the dynamics of AI and grading.

You can also 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
🧠
Learning Differences
Students with different learning profiles
📅
Attendance Patterns
Compare students with different attendance records
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Geographic Background
Rural vs. urban student contexts
🗣️
Language Background
ESL student vs. native speaker contexts
✍️
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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