According to a report by tech media outlet Windows Latest on September 18, Microsoft has rolled out a new program called “Windows AI Labs” for Windows 11 users. Designed to let select Windows 11 users test AI features that have not yet been officially released, this move marks another key step in Microsoft’s efforts to deeply integrate AI into its operating system. Currently, the first phase of the pilot program is limited to the Microsoft Paint app.
Unlike regular updates delivered via the Microsoft Store, this trial is pushed directly by Microsoft through server-side settings. Users don’t need to wait for app updates to receive the trial invitation, highlighting Microsoft’s flexibility and real-time responsiveness in feature distribution. Invited users will see a pop-up in the top-right corner of Paint when they open the app, prompting them to “Try experimental AI features in Paint.” If you wish to participate, follow these steps: click on the pop-up, and the system will guide you to a settings page. There, you’ll find a card with a “Sign Up Now” button—click it to complete your registration. After joining the program, Microsoft will enable new AI features for your user account. However, these features are not yet fully functional and remain in the internal testing phase.
In its official documentation, Microsoft clearly states that the goal of Windows AI Labs is to collaborate with participants to evaluate pre-release features. These features are in a “preview” state, meaning they may have quality issues or even never be officially launched. Once the features are made available to more users, participants may need to update their Paint version to continue using them.
A Pivotal Move in Microsoft’s AI Strategy
Windows AI Labs is a critical initiative for Microsoft to accelerate the rollout of Microsoft’s AI features in Windows 11. Since 2025, Microsoft has launched a series of AI-driven new features: Windows AI Foundry, for instance, offers locally accessible AI models and APIs, covering capabilities like image super-resolution, object removal, and text recognition; Copilot+ PC integrates an AI assistant into system search, file management, and daily task handling, significantly boosting user efficiency.
The AI features being tested in Paint—such as background removal and object editing—are built on these underlying AI technologies. Microsoft aims to collect real-world feedback through small-scale, controlled user testing, optimize feature stability and user experience, and then gradually expand the rollout scope.
Implications for Regular Users
For average Windows 11 users, the arrival of Windows AI Labs signals that future system updates will bring more intelligent features. These features will not be limited to image editing but may also extend to areas like work, study, and entertainment. Users participating in the trial will get the chance to experience these new features ahead of others and influence the final form of the product through their feedback. That said, as the features are still in the experimental stage, users may encounter issues like lag or inaccurate results during use. Microsoft has also explicitly reminded participants that features may be adjusted or canceled at any time.
Overall, Microsoft’s Windows AI Labs represents a bold yet pragmatic attempt. By collaborating closely with users, Microsoft is accelerating the transition of AI technology from the lab to real-world applications. As testing progresses, more AI features are expected to launch in Windows 11 in the coming months, delivering more AI news and experience to users.
