New research from University of Colorado Boulder indicates that popular facial analysis services including Amazon, Clarifai, IBM, and Microsoft misclassify individuals who do not identify with the traditional gender binary. Over the past decade, facial recognition technology has become an important-and controversial-part of the fabric of society.