 Developers want to be in the zone. Anything that gets you an answer without taking you out of that zone is powerful. The promise of Stack Overflow's bot built with Microsoft AI, is to keep developers in the zone while they're working on their code. By bringing in tools like Microsoft's advanced AI technologies and cognitive services, and making them so accessible developers through the Azure platform, helps every developer out there, making sure you have the right information at the right time. Everything we do is very much about matching and about predicting. We use machine learning to help figure out what people are looking for, so that we can answer their questions. With this bot, you can integrate that into the development environment, so that developers can immediately get the answer to their question. By making these tools readily available through Azure Machine Learning, I think that Microsoft is doing the data science community a great service. Stack Overflow has been working on our talent business for about six or seven years now, matching the right developer to the right company. With tools like advanced AI capabilities, we can take our matching to the next level. It's all about helping developers get things done faster. Stack Overflow is only as good as our community makes it. We build the tools, but the community is contributing all the intelligence. We couldn't do it without the community.