Applicants reacted differently to identical AI hiring rejections depending on the avatar’s race and gender, suggesting that fairness problems can begin with interface design before anyone examines the algorithm.
Since 2024, Anthropic’s performance optimization team has given job seekers a take-home test to make sure they know their stuff — but as AI coding tools have gotten better, the test has had to change a lot to stay ahead of AI-assisted cheating.