BloombergGraphics/2024-openai-gpt-hiring-racial-discrimination
Data and materials to reproduce Bloomberg's investigation into racial and gender bias in OpenAI's GPT
This project helps HR managers, recruiters, and hiring professionals evaluate potential biases in AI tools used for resume screening. It takes in various resumes and job descriptions and processes them through OpenAI's GPT models to see if demographic information (like name, gender, or race) subtly influences candidate rankings. The output is an analysis showing if the AI tool exhibits racial or gender bias in its hiring recommendations.
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Use this if you are a human resources professional or recruiter concerned about fairness and discrimination in AI-powered hiring tools.
Not ideal if you're looking for an off-the-shelf solution to integrate into your existing HR systems for real-time bias detection.
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39
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Language
Jupyter Notebook
License
Apache-2.0
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Last pushed
Mar 07, 2024
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