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ResearchHigh SchoolExample project
Is It Fair? Bias Checker
A small study testing an AI tool for unfair patterns — with recommended fixes.
Built with
Bias auditingStructured testingRun a Bias Audit project
The idea
I wanted to know whether a popular AI tool treated different groups differently.
How I built it
I designed careful test inputs, recorded the outputs, and documented the patterns I found.
What I learned
Bias is rarely obvious — you only see it with structured testing. I ended my report with concrete fixes.
This project grew out of the AI Safety, Alignment & Ethics track.
Explore it →