A healthcare start-up is using Artificial Intelligence (AI) to test the way a person speaks in order to detect Alzheimer’s disease. The algorithm interprets pauses and differences in pronunciations as markers of the disease. The developers used a dataset that contains only speech samples from native English speakers.
What type of bias is present in this example?