Skip to content

Python frameworks for the GenAI bias project. Conducting in-depth analyses of how gender and racial bias are demonstrated in Generative AI demographic data.

Notifications You must be signed in to change notification settings

scuhci/genai-bias

Repository files navigation

Generative AI Bias: Analysing Gender & Racial Bias in Generative AI User Personas

The Generative AI Bias (GenAI Bias) project provides an in-depth analysis of how gender and racial bias is demonstrated in generative AI text. In particular, we focus on the gender and racial bias present during the task of generating large batches of “user persona” data. We examine three state of the art chatbots - ChatGPT, Gemini, and Claude - and 40 careers, then conduct thorough data analysis to determine underlying patterns indicative of stereotype or bias in each chatbot.

This project is stil a work in progress.

Team

This project was made with love at the Santa Clara University HCI Lab by a student-led team of researchers. It is also the ongoing thesis work of Ilona van der Linden for the Santa Clara University Depeartment of Computer Science & Engineering.

Faculty Advisor 💡

Project Lead ✏️

Research Team 📖

About

Python frameworks for the GenAI bias project. Conducting in-depth analyses of how gender and racial bias are demonstrated in Generative AI demographic data.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages