Troubling Study Says Artificial Intelligence Can Predict Who Will Be Criminals Based on Facial Features

The fields of artificial intelligence and machine learning are moving so quickly that any notion of ethics is lagging decades behind, or left to works of science fiction. This might explain a new study out of Shanghai Jiao Tong University, which says computers can tell whether you will be a criminal based on nothing more than your facial features.

The bankrupt attempt to infer moral qualities from physiology was a popular pursuit for millennia, particularly among those who wanted to justify the supremacy of one racial group over another. But phrenology, which involved studying the cranium to determine someone’s character and intelligence, was debunked around the time of the Industrial Revolution, and few outside of the pseudo-scientific fringe would still claim that the shape of your mouth or size of your eyelids might predict whether you’ll become a rapist or thief.

Not so in the modern age of Artificial Intelligence, apparently: In a paper titled “Automated Inference on Criminality using Face Images,” two Shanghai Jiao Tong University researchers say they fed “facial images of 1,856 real persons” into computers and found “some discriminating structural features for predicting criminality, such as lip curvature, eye inner corner distance, and the so-called nose-mouth angle.” They conclude that “all four classifiers perform consistently well and produce evidence for the validity of automated face-induced inference on criminality, despite the historical controversy surrounding the topic.”

Though long ago rejected by the scientific community, phrenology and other forms of physiognomy have reappeared throughout dark chapters of history. A 2009 article in Pacific Standard on the racial horrors of colonial Rwanda might’ve been good background material for the pair:

In the 1920s and 1930s, the Belgians, in their role as occupying power, put together a national program to try to identify individuals’ ethnic identity through phrenology, an abortive attempt to create an ethnicity scale based on measurable physical features such as height, nose width and weight, with the hope that colonial administrators would not have to rely on identity cards.

This can’t be overstated: The authors of this paper — in 2016 — believe computers are capable of scanning images of your lips, eyes, and nose to detect future criminality. It’s enough to make phrenology seem quaint.

The study contains virtually no discussion of why there is a “historical controversy” over this kind of analysis — namely, that it was debunked hundreds of years ago. Rather, the authors trot out another discredited argument to support their main claims:, that computers can’t be racist, because they’re computers: