Recently at home with my mom and sister and I was explaining a bit about the work I’m going to be doing in AI for digital pathology. We got talking about how there is so much data, but a scarcity of good labels, what self-supervised learning is and how it can help overcome this. As I was describing how it works, my sister was like “oh, ya, like this!” and pulled out a coloring book my nieces had been working on. Exactly!