It was a striking story. “Machine Bias,” the headline read, and the teaser proclaimed: “There’s software used across the country to predict future criminals. And it’s biased against blacks.” ...

Algorithmic systems have a way of making mistakes or leading to undesired consequences. Here are five principles to help technologists deal with that. Algorithms are now used throughout the public and ...