 In the future, consumers with a little bit of flexibility will enable a more resilient and sustainable energy system. That's the future we are trying to create with the PowerNet Research Project, led by Stanford, Google and Slack. In the lab, we have two homes. In the first home, we have a full set of electric appliances, an electric storage unit, as well as a water heater, and a solar panel in our rooftop of our building. The second home allows us to emulate various appliances. And these two homes together are connected to a grid, which is represented by our grid emulator, that allows these homes to exchange power with the outside world, both sending and receiving. The first component of the project is the smart dim fuse, designed to replace the standard fuse in your breaker panel. We are going to turn on a light that's connected to the fuse. We are able to reduce the power consumed by the load by up to 20%. The fuse can also act as a protection. We're going to introduce a short circuit. The fuse detects a fault and shuts down the power instantaneously. The appliances in the home connect to the smart dim fuses that then connect to the home hub that also controls the solar panel and the electric storage at each home. And through this interface, turn on and off different appliances in the home. The homes are part of a power network. Let's see what happens when they undergo a fault. You can see that the homes went into a bad state and the appliances tripped off. Now we can turn on the power net intelligence and coordination system, which enables the homes to recover to a good state, coordinating the resources amongst themselves. We saw how power net was able to respond autonomously to changes in the network condition. Power net brings together advanced power electronics, cloud computing, machine learning and AI to deliver automated consumer flexibility.