Amazon's AI tool, for example, was trained on resumes from a male-dominated industry, which led to gender bias. 2. Flawed data sampling. Flawed data sampling occurs when the dataset used to train ...
which is detailed in my paper "Bias in Text Embedding Models," that analyzed a range of state-of-the-art models from leading AI developers like Google, Amazon and OpenAI. The goal was simple ...