Windows 10 uses machine learning to prevent updates from restarting the machine

Microsoft released two versions of build numbers 17723 and 18204 for its Windows 10 operating system for computers, with the first version 17723 on the Redstone update, the Windows 10 update that the company plans to release. to publish later this year. The update is expected to arrive in the first half of next year.

It is rare for Windows Insider users to get two new releases the same day, the last time it happened in a month. March, the company seems to have been able to develop two Windows NT 10 updates simultaneously, the company released five major updates up to now is the November update and update the anniversary and update the creators and update Fall Creators and update the month of April 2018.

Windows Insider Using the new experimental features before deploying them to the rest of the devices via stable versions, Microsoft continues to publish previews Windows 9, which he considers as more than a final operating system, allowing him to continue to add improvements and modifications.

The most important of the new versions is that Microsoft is now using predictive algorithms to try to determine the right time to restart the computer when installing Windows 10 updates. In other words, the operating system will avoid restarting at inappropriate times Since the launch of Windows 10 three years ago, Microsoft constantly talks about operating system updates and disrupts User work by installing them automatically and restarting the computer, resulting in loss of activity for users.

The company explained that she had found a solution to this problem by saying, "We are checking if you are currently using a device before the system in the reboot currency and we will also try to predict I left the machine to take a cup of coffee and return after a short time. "

The possibility for the operating system to install updates when the user is using the device is one of the most troublesome aspects of Windows 10. Add features to delay, but system users continue to complain about updates made

The company says that it can update the predictive model fairly quickly, so it should improve in a short time, which would make it more reliable and customized over time according to the habits of the users and the use of the computer.

"The company has formed a predictive model that predicts the best time to restart the machine through automated learning," said Dona Sarkar, head of the Windows Insider program, who tested this new model in-house and obtained promising results. This form is continually dependent on its adoption on cloud services.

These versions also feature a new feature of mixed reality called Flashlight, which allows the user to view his physical environment without removing the glasses, allowing to see the real world at any time and accessible via the Start Menu "Or a shortcut button or voice commands, and Flashlight opens a camera with a low response time and is connected to the console to take a look at the real world.