Due to a lack of diversity in the training data, common facial recognition systems routinely misidentify Black faces.

The problem has been comprehensively described by Joy Buolamwini and Timnit Gebru. In a study by the National Institute of Standards and Technology (NIST), researchers found evidence of racial bias in nearly 200 facial recognition algorithms.