Fair Fund?
Automated Evaluations of Deservingness in
Recommendation Systems and Large Language Models
April 8, 2026
Armstrong, L., Liu, A., MacNeil, S., & Metaxa, D. (2024). The Silicon Ceiling: Auditing GPT’s Race and Gender Biases in Hiring. Proceedings of the 4th ACM Conference on Equity and Access in Algorithms, Mechanisms, and Optimization.
