AI & Robotics

When even the companies developing AI themselves agree with the need for regulation, it is time to stop discussing abstract principles and get down to the business of how to regulate a rapidly advancing technology landscape. It is clear that our regulatory system needs an update. If we try to regulate 21st century technology and beyond with 20th century tools, we’ll get none of the…

This article is part of the Technology Insight series, made possible with funding from Intel. When my son was a toddler, he went to his pediatrician for a routine CAT scan. Easy stuff. Just a little shot to subdue him for a few minutes. He’d be awake and finished in a jiffy. Except my son didn’t wake up. He lay there on the clinic table, unresponsive, his vitals slowly falling. The clinic had…

Determining whether an AI system is maintaining fairness in its predictions requires an understanding of models’ short- and long-term effects, which might be informed by disparities in error metrics on a number of static data sets. In some cases, it’s necessary to consider the context in which the AI system operates in addition to the aforementioned error metrics, which is why Google…