 Hi, I'm Peter Burris and welcome to another Wikibon action item quick take. Jim Kobielus, Microsoft seems to be getting ready to do a makeover of application development. What's going on? Yeah, that's pretty exciting, Peter. So last week on the seventh, Microsoft added one of their developer days and now it's something called AI Platform for Windows. And let me explain with that why that's important because that is going to bring machine learning down to the desktop applications, anything that's written to run on Windows 10. And why that's important is that starting with Visual Studio 15.7, there'll be an ability for developers who don't know anything about machine learning to be able to, in a very visual way, create machine learning models that they can then have trained in the cloud and then deployed to their Windows applications, whatever it might be, and to do real-time local inferencing in those applications without need for round tripping back to the cloud. So what we're looking at now is they're gonna bring this capability into the core of Visual Studio and then they're gonna be backwards compatible with previous versions of Visual Studio. What that means is, I can just imagine and over the next couple of years, most Windows applications will be heavily ML enabled so that more and more of the application logic at the desktop in Windows will be driven by ML. There'll be less need for apps, as we've known them historically, prepackaged bundles of code. It'll be dynamic logic, it'll be ML. So I think this is really marking the end, but now the beginning of the end of the app era at the device level, I think. So I'm really excited and we're looking forward to hearing more about Microsoft's, where they're going with AI platform for Windows, but I think that's a landmark announcement. We'll stay tuned for it. Excellent. Jim Kobielus, thank you very much. This has been another Wikibon Action Item Quick Take.