![]() But new silicon like neural processing units (NPUs) will add expanded capacity for key AI workloads,” Panay wrote. “Increasingly, magical experiences powered by AI will require enormous levels of processing power beyond the capabilities of traditional CPU and GPU alone. ![]() What’s somewhat surprising, however, is that how strongly Microsoft seems to believe that Arm PCs will be necessary to enable this future. Microsoft’s Xbox cloud gaming? The “Windows in a cloud,” or Windows 365? Outlook on the Web? All of these heavily depend on Microsoft Azure, and they simply can’t be replicated without a cloud subscription backing them up. We know Microsoft would really love for you to start incorporating its Azure cloud into your computing experiences, even if you don’t think of “Azure” as something you’d sign up for. It just gets done.Īs to what those applications might be? We don’t know, though Microsoft is clearly trying to rally developers to build those applications using Build as inspiration. The point is: you don’t know, and you don’t care. Others, such as automatic scheduling of meetings in Outlook, can certainly use your own local processing power, but they could also use the Azure cloud that powers. So far, all of these applications depend on your local PC’s processor, such as automatic captioning of local video. In 2018, Microsoft began showing off how Microsoft PowerPoint could “read” your presentation and suggest appropriate slide styles. “In the future, moving compute workloads between client and cloud will be as dynamic and seamless as moving between Wi-Fi and cellular on your phone today,” Panay wrote in a blog post titled “Create Next Generation Experiences at Scale with Windows,” that accompanied the opening of the Build conference. More to come at Microsoft BuildĪt its Build developer conference, executive vice president and chief product officer Panos Panay will talk about a “vision for a world of intelligent hybrid compute, bringing together localĬompute on the CPU, GPU, and NPU and cloud compute with Azure,” the company’s cloud technology. From your perspective, however, it should just work. Deciding between what to use - CPU, GPU, NPU, or the cloud - is what Microsoft calls “the hybrid loop,” and it will be an important decision your Windows PC will have to make. The wild card will be the NPU, an AI coprocessor that has been somewhat ignored by X86 chipmakers like AMD and Intel, but prioritized by Arm. ![]() You’ll save files on your PC (or on a backup drive or USB key) and on OneDrive and you’ll run apps on your local CPU and GPU, as well as Azure. In other words, Microsoft sees the evolution of apps as one where the cloud will interact with the local PC in two ways. They would then be tested - “inferencing,” in AI-speak - on your PC. (Think Photoshop’s “Magic Select” tool, which can, well, magically select an object by guessing that’s what you’re highlighting.) Those apps would be trained and improved in the cloud, teaching the apps through machine learning how to get smarter. (Optional) Enter any required local proxy information for your network.What Nadella is proposing is that developers - Nadella mentioned Adobe by name - build in more intelligent capabilities into their own apps. ![]()
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