May 12, 2021 Volume 19, issue 2 PDF Biases in AI Systems A survey for practitioners Ramya Srinivasan and Ajay Chander A child wearing sunglasses is labeled as a "failure, loser, nonstarter, unsuccessful person." This is just one of the many systemic biases exposed by ImageNet Roulette, an art project that applies labels to user-submitted photos by sourcing its identification system from the origin