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Machine Heart Report: This year's Microsoft Build Conference of the Machine Heart editorial department focuses highly on generative AI and collaborates with OpenAI to create a big universe. In recent months, Microsoft has been busy building generative AI in many of its products and services, including search engine Bing, browser Edge, GitHub, and Office productivity suite.

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At the Microsoft Build 2023 conference held early this morning, these achievements finally came out and took it one step further: the Microsoft AI universe is becoming increasingly complete.

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The topic of this year's Microsoft Build Conference is highly focused on AI. Microsoft CEO Satya Nadella first discussed the platform changes over the years and recalled the technological changes, and then directly announced: "We have announced more than 50 updates for developers, from the introduction of Bing into ChatGPT to Windows Copilot, to the universal and scalable new Copilot Stack, Azure AI Studio, and the new data analysis platform Microsoft Fabric.

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Next, Microsoft has continuously released these important updates, with changes more relevant to ordinary users including the addition of CoPilot experience in Windows 11 and Edge, as well as the new Bing AI and Copilot plugins for OpenAI ChatGPT.

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Microsoft has released Windows Copilot, becoming the first PC platform to provide centralized AI assistance to users. Windows Copilot is used in conjunction with Bing Chat and first/third party plugins, allowing users to focus on turning their ideas into reality, completing complex projects and collaborations without having to spend time searching, launching, and working across multiple applications.

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Windows Copilot is very simple to call and use. After opening, Windows Copilot becomes a sidebar tool integrated into the operating system, helping users complete various tasks.

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Microsoft has stated that Windows Copilot will become an efficient personal assistant, helping users take action, customize settings, and seamlessly link to their favorite applications.

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In addition, many features of Windows, including copy/paste, Snap Assist, screenshots, and personalization, can be made better through Windows Copilot. For example, users can not only copy/paste, but also require Windows Copilot to rewrite, summarize, or explain content.

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At the same time, just like using Bing Chat, users can ask a series of simple to complex questions to Windows Copilot. For example, if I want to call my family in Cyprus, I can quickly check the local time to ensure that they are not woken up in the middle of the night.

If I want to plan to visit them in Cyprus, I can ask Windows Copilot to check flights and accommodation

Microsoft stated that Windows Copilot will begin public testing in June, and will gradually push ChatGPT default Bing search to existing Windows 11 users. Since Bing announced its access to ChatGPT, Bing users have participated in over 500 million chats and created over 200 million images using Bing Image Creator. The daily download volume of Bing mobile applications has increased eight times since its release.

At this conference, Bing received three key updates: integrating Bing search into ChatGPT, establishing a common plugin platform with OpenAI and new plugin partners, and expanding Bing Chat integration throughout Microsoft Copilot.

Today's update has created greater opportunities for developers and a more magical experience for people as we continue our search transformation. One noteworthy change is that Bing will become ChatGPT's default search engine plugin, Nadella, which also demonstrates how it will work.

This is just the beginning of our plan to work with OpenAI partners to bring Bing's best experience into the ChatGPT experience, "Nadella said. Microsoft stated that after ChatGPT connects to New Bing, it can provide more timely and updated answers through network access. ChatGPT Plus subscribers can immediately experience this feature.

The default Bing search in ChatGPT accelerates the building of the Bing ecosystem and uses plug-ins to enhance performance Microsoft and OpenAI will support and develop the AI plug-in ecosystem through interoperability This means that developers can now use a platform to build and submit plug-ins for consumers and enterprises, including ChatGPT, Bing, Dynamics 365 Copilot, Microsoft 365 Copilot, and Windows Copilot.

As part of the shared plugin platform, Bing is increasing support for various plugins. In addition to the previously announced OpenTable and Wolfram Alpha plugins, Microsoft has also announced the addition of Expedia, Instaart, Kayak, Klarna, Redfin, TripAdvisor, and Zillow to the Bing ecosystem.

With the help of plugins directly built into the chat system, Bing will provide relevant suggestions based on user conversations. For example, users can use the OpenTable plugin to inquire about restaurants and other related topics. In addition, Microsoft also stated that such features will be able to be used in Bing applications on mobile devices, which will greatly expand the application scenario.

In addition, dozens of companies are becoming partners in Bing Chat plugins:

At the same time, developers can now use plugins to integrate their applications and services into Microsoft 365 Copilot. Plugins suitable for Microsoft 365 Copilot include ChatGPT and Bing plugins, as well as Teams messaging extensions and Power Platform connectors.

At the same time as integrating Bing into Copilot, with the release of Windows Copilot, Microsoft has also integrated the powerful features of Bing Chat into Windows 11, including the use of shared plugin platforms with Bing and OpenAI, which will enhance these plugins through applications on Windows.

This will make it easier than ever to obtain personalized answers, relevant suggestions, and take quick action. In addition to Windows, Microsoft has also natively integrated its universal plugin platform into Edge Browser, making it the first browser to integrate AI search, Dev Home: improving developer productivity on Windows 11.

We know that developers need to constantly handle manual development settings in their work, not only by clicking frequently, but also by logging in to multiple tools, navigating suboptimal file systems, and switching contexts. All of these will seriously affect their development efficiency.

Therefore, in order to improve the work efficiency of developers, Microsoft has launched a new productivity partner Dev Home in Windows 11, which currently provides a preview version of Dev Home. Its WinGet configuration function is used to achieve simpler and faster settings, Dev Drive function is used to enhance file system functionality, and a custom control panel is added to track all workflows and tasks in one place.

These can simplify the workflow of developers. Dev Home can easily link to GitHub, making it easy to install the tools and packages you need.

Dev Home can also use Microsoft Dev Box and GitHub Codespaces to configure user coding environments on the cloud. In short, by designing Dev Home for developers, Microsoft provides the ultimate productivity partner, allowing them to focus on what they are best at - writing code.

Dev home address: https://github.com/microsoft/DevHome

WinGet configuration: Unattended and reliable development machine settings. With the new WinGet configuration, developers can prepare to code with just a few clicks. This unmanned, reliable, and repeatable mechanism allows developers to skip manual tasks of setting up new machines or starting new projects, eliminating the hassle of downloading the correct version of software, packages, tools, frameworks, and application settings.

Setting time can be shortened from a few days to a few hours Dev Drive: Tailor new storage volumes for developers

Users often encounter this situation where they need to handle a repository containing thousands of files and directories, which poses a challenge for I/O operations (such as building). Now, Microsoft has launched a new storage volume called Dev Drive, which combines performance and security features. Based on the Resilient File System, Dev Drive is customized for developers, providing up to 30% file system improvement in the construction time of file I/O scenarios.

Dev Home makes it very easy to set up Dev Drive during the environment setup process. It is very suitable for hosting project source code, working folders, and package caching. Microsoft will provide a preview version of Dev Drive later this week.

Effectively tracking user workflows in Dev Home can also help users manage running projects by adding GitHub widgets to effectively track all coding tasks or requests, as well as CPU and GPU performance. Additionally, Microsoft is collaborating with Team Xbox to integrate GDK into Dev Home, making it easier to start game creation.

GitHub Copilot X supported Windows TerminalGitHub Copilot users will be able to use natural language AI models through inline and experimental chat experiences to recommend commands, explain errors, and take action in Terminal applications.

In addition, Microsoft is also testing the AI features supported by GitHub Copilot in developer tools such as WinDBG to help users improve work efficiency. The GitHub Copilot Chat waiting list is now open, and Microsoft is about to open access to these features.

Let every Windows 11 developer become an AI developer. In addition, Microsoft continues to invest in important tools to make the construction of applications more democratic to adapt to the new era of artificial intelligence. No matter whether users develop on x86/x64 or Arm64, Microsoft hopes that users can easily bring an AI driven experience to Windows applications in cloud computing and edge computing.

Last year on Build, Microsoft announced a new development model called Hybrid Loop, which can achieve mixed AI scenarios across Azure and client devices. Today on Build, Microsoft stated that its vision has been realized, using ONNX Runtime as the gateway for Windows AI and Olive. The tool chain created by Microsoft has reduced the burden on users when optimizing various Windows and other device models.

With the help of ONNX Runtime, third-party developers can access tools used internally by Microsoft to run AI models on Windows or across CPUs, GPUs, NPUs, or other devices mixed with Azure. When running models, ONNX Runtime now supports running the same API on devices or in the cloud, supporting mixed inference scenarios. In addition, user applications can use local resources and switch to the cloud when needed.

With the new Azure EP preview version, users can connect to models deployed in Azure ML, and even connect to Azure OpenAI services with just a few lines of code. Users can specify cloud endpoints and define standards for when to use the cloud. This allows users to better control costs, as Azure EP allows users to flexibly choose to use larger models in the cloud or smaller local models at runtime.

Users can also use Olive to optimize models for different hardware. Olive is an extensible toolchain that combines cutting-edge technologies for model compression, optimization, and compilation. Based on this, users can use ONNX Runtime across platforms such as Windows, iOS, Android, and Linux.

In summary, both ONNX Runtime and Olive help accelerate the deployment of AI models into applications. ONNX Runtime makes it easier for users to create amazing AI experiences on Windows and other platforms, while reducing engineering workload and improving performance.

New Features and Experiences in the Microsoft Store Microsoft has released multiple new features for the Microsoft Store, including the Microsoft Store AI Hub, which is an upcoming new feature that will be jointly built by the developer community and Microsoft to provide the best AI experience;

Keywords generated by AI: Microsoft has added a new tool in the Partner Center to use AI to generate keywords and search tags for applications in the Microsoft Store, improving the discoverability of these applications; AI generated comment summary: Microsoft utilizes AI technology to compile thousands of comments into a simple summary, allowing customers to quickly and easily understand user comments and feedback on their applications.

The above is only the content from the first day of the multi day Build Developer Conference keynote, and there will be more content to be released in the future. From this, we can see that Microsoft has teamed up with OpenAI to create an AI universe, which not only transforms and upgrades its own products but also radiates and affects the entire technology community.

Perhaps this wave of AI has just begun to refer to the link: https://blogs.windows.com/windowsdeveloper/2023/05/23/bringing-the-power-of-ai-to-windows-11-unlocking-a-new-era-of-productivity-for-customers-and-developers-with-windows-copilot-and-dev-home/。