Watch-Bot uses machine learning to determine when you're bad at life

When all you have is a hammer, everything looks like a nail. When neural networks are hot in the field of machine learning, everything looks like a pattern-matching problem. When you leave the milk out, a robot will tell you. Watch-Bot is basically your mom, if your mom was a Kinect sensor programmed with unsupervised learning algorithms. It's trained on data from videos of regular people doing regular people things.