• Chung, Frank. Amazon scraps ‘sexist’ AI hiring tool. 11 Oct. 2018, https://www.news.com.au/finance/business/technology/amazon-scraps-sexist-ai-hiring-tool/news-story/aeb49c2f253b76670c8162e8edebeb05. Accessed 28 Apr.
• Dastin, Jeffrey. “Insight - Amazon scraps secret AI recruiting tool that showed bias against women.” Reuters, 10 Oct. 2018, https://www.reuters.com/article/us-amazon-com-jobs-automation-insight-idUSKCN1MK08G. Accessed 28 Apr. 2026.2026.
• Friedler, Sorelle A., Carlos Scheidegger, and Suresh Venkatasubramanian. "The (im) possibility of fairness: Different value systems require different mechanisms for fair decision making." Communications of the ACM 64.4 (2021): 136-143.
• Gupta, Shailja, and Rajesh Ranjan. “Evaluation of LLMs Biases Towards Elite Universities: A Persona-Based Exploration.” arXiv, 27 July 2024, https://doi.org/10.48550/arXiv.2407.12801
• “Hiring with AI Doesn’t Have to Be so Inhumane. Here’s How.” World Economic Forum, 28 Mar. 2025, https://www.weforum.org/stories/2025/03/ai-hiring-human-touch-recruitment/.
• Lum, Kristian, and William Isaac. “To Predict and Serve?” Significance, vol. 13, no. 5, Oct. 2016, pp. 14–19. https://doi.org/10.1111/j.1740-9713.2016.00960.x.
• Lytton, Charlotte. “AI Hiring Tools May Be Filtering Out the Best Job Applicants.” BBC Worklife, 16 Feb. 2024, https://www.bbc.com/worklife/article/20240214-ai-recruiting-hiring-software-bias-discrimination
• Milne, Stefan. “AI Tools Show Biases in Ranking Job Applicants’ Names According to Perceived Race and Gender.” UW News, 31 Oct. 2024, https://www.washington.edu/news/2024/10/31/ai-bias-resume-screening-race-gender.
• Milne, Stefan. “ChatGPT Is Biased Against Resumes With Credentials That Imply a Disability — but It Can Improve.” UW News, 21 June 2024, https://www.washington.edu/news/2024/06/21/chatgpt-ai-bias-ableism-disability-resume-cv.
• Roth, Sarah, and Becca Delbos. AI Is Causing Massive Hiring Discrimination Based on Disability. 8 Apr. 2024, https://thehill.com/opinion/technology/4576649-ai-is-causing-massive-hiring-discrimination-based-on-disability. Accessed 4 May 2026.
• Simpson, Ellen, et al. “Tarai Methods Paper.Pdf.” Human Resource Management and AI: A Contextual Transparency Database, https://www.tarai.org/, 2025, drive.google.com/file/d/1GXaZShWlIf2iqO4DvoxwB1Vhem9f1TVY/view.
• View of Bias in AI Hiring Tools. https://research-archive.org/index.php/rars/preprint/view/2177/3055.
• Weissmann, Jordan. “Amazon Created a Hiring Tool Using AI. It Immediately Started Discriminating Against Women.” Slate Magazine, 10 Oct. 2018, https://www.slate.com/business/2018/10/amazon-artificial-intelligence-hiring-discrimination-women.html. Accessed 28 Apr. 2026.
• Yin, Leon, et al. “OpenAI’s GPT Is a Recruiter’s Dream Tool. Tests Show There’s Racial Bias.” Bloomberg, 7 Mar. 2024, https://www.bloomberg.com/graphics/2024-openai-gpt-hiring-racial-discrimination. Accessed 4 May 2026.