It was 2015, and the privacy implications of AI were still coming into focus for most of us; it’d only been a few years, after all, since the accuracy of image classification even approached a useful threshold to begin with. Now, in what felt like the blink of an eye, researchers like us were flirting with capabilities of such power that the technical challenges were giving way to ethical ones.

