With a brief glance at a single face, emerging facial analysis software can now categorize the gender, race, emotional state and even identity of individuals with remarkable accuracy much of the time. Yet when information science PhD student Morgan Klaus Scheuerman dug into this new technology, he discovered a dangerously subtle form of systemic bias.