Artificial Intelligence & Machine Learning · Intelligent Systems Lab
Bias Auditing Toolkit for Hiring Algorithms
Automated hiring tools are widely used and rarely audited by anyone outside the vendor. This project builds an independent auditing toolkit that labor and civil-rights organizations can run themselves, without needing access to a vendor's internal model.
Research Question
Automated hiring tools are widely used and rarely audited by anyone outside the vendor.
Project Timeline
Concept
Investigation
Prototype
Evaluation
Publication
Deployment
Student Involvement
3 graduate researchers collaborating with two external labor-advocacy organizations.
Related Research
Lead Researcher
Sofia Reyes
Research Group
Intelligent Systems Lab
Started
September 1, 2023
Current Stage
Investigation