In this case, however, there is evidently prior research using humans judging the faces that shows similar results. There definitely are all kinds of biases that could creep in from using facial recognition software, but a well designed study will attempt to quantify and control for those biases.

I definitely agree that the idea that software eliminates bias is laughable. Swaps it for another, hopefully less extreme set of biases doesn’t draw as many clicks, though.