The Hidden Costs of Automated Thinking

In the past, intellectual debt has been confined to a few areas amenable to trial-and-error discovery, such as medicine. But that may be changing, as new techniques in artificial intelligence—specifically, machine learning—increase our collective intellectual credit line. Machine-learning systems work by identifying patterns in oceans of data…. And yet, most machine-learning systems don’t uncover causal mechanisms. […]