With a world full of devices, it's a wonder that they know so little about us. It's not for lack of sensors. More and more devices are packed with sensors. Devices can sense the world, but they haven't been shown how to understand it. We at Algorithmic Intuition want to provide the software -- the algorithms -- that machines and devices need to understand the world. We want devices to intuit the world around them, and to intuit us. To give devices an understanding of where they are in the world and, most importantly, what we need from the world. This is the point when machines really start to get smart.