Machine Learning training begins to roll out Windows 10 updates more intelligently

Martin Brinkmann
Jun 5, 2021
Windows 10, Windows Updates
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Microsoft released a new feature update for its Windows 10 operating system last month. Windows 10 version 21H1 is a smaller update that installs almost as fast on devices running Windows 10 version 2004 or 20H2 as the monthly cumulative updates the company releases.

The rollout is limited currently via Windows Update to devices running Windows 10 version 2004 or 20H2, and it may not be offered to all of those devices right now.

Microsoft is throttling the availability of the update in the first weeks after release to "ensure a reliable download experience".

windows 10 version 21h1

Windows administrators may install the update using other means, for instance by using Microsoft's Update Assistant or Media Creation Tool. You can check out our guide on downloading and installing Windows 10 version 21H1 for details.

A recent update on the known issues and notifications page of Windows 10 version 21H1 on Microsoft's Docs website reveals that Microsoft has started the first phase of machine learning training to improve the delivery of updates to customer systems.

We also started the first phase in our rollout for machine learning (ML) training, targeting devices on Windows 10, version 2004 to update automatically to Windows 10, version 21H1. We will continue to train our machine learning through all phases to intelligently rollout new versions of Windows 10 and deliver a smooth update experience.

In the first phase, machine learning is trained on devices running Windows 10 version 2004 who are updated to the latest feature update automatically. Microsoft plans to use machine learning in the future to improve the delivery of updates, by rolling updates out intelligently and making the update experience smoother in the process.

Microsoft is using machine learning already to improve the Windows 10 update experience. The approach helps Microsoft detect and fix potential issues faster, and to prevent the distribution of problematic updates until issues are resolved.

Closing Words

The majority of feature update had several issues, some of which were detected only after the official release by Microsoft. The machine learning approach won't remove the need to backup systems before installing updates, as issues may be still be introduced that cannot be fixed using built-in features of the Windows operating system.

Now You: when do you install feature updates? (via Deskmodder)

Summary
Machine Learning training begins to roll out Windows 10 updates more intelligently
Article Name
Machine Learning training begins to roll out Windows 10 updates more intelligently
Description
Microsoft is using machine learning to improve the delivery of Windows 10 updates and reduce the number of issues that administrators experience when installing updates.
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Ghacks Technology News
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Comments

  1. Chris said on January 1, 2023 at 10:32 am
    Reply

    Possibly the first useful article from Shaun?

    1. Chris said on January 1, 2023 at 2:23 pm
      Reply

      Many previous articles have described how to install an earlier version of Windows, right back to Windows 7, using a download from the MS website.

      What is perhaps significant here is that there is seemingly no barrier to installing Windows 10 on a brand new computer shipped with Windows 11: no block set by MS if one could be set.

      The first screenshot does, though, show an image that include a reference to the need for a Windows 10 licence: maybe not reflecting the current situation, or maybe the licence is deemed the same?

  2. The Kentucky Tech said on January 1, 2023 at 11:04 am
    Reply

    I have tried win10/11 .. I like the new win11 UI, BUT everything’s in the wrong spot. It should be like windows 7, with the UI of 11. You know how a man can have the most beautiful woman ever, and mess it all up, and wake up and she’s GONE!? Well this very thing MicroSoft has done to windows.
    Windows 7, WOW she’s a sexy doll. And MicroSoft turns right around and mess’s everything up.
    I know a lot of people online, and they are leaving win10/11 and going back to 7. They say
    ” I don’t care if Microsoft don’t support windows 7 any more, I’m going to use it”

  3. Chris said on January 1, 2023 at 11:59 am
    Reply

    Am I right that a clean W10 install would wipe the partition on which it is installed?

    That would remove all ‘bloatware’ but also any possibly useful device manufacturer’s utilities, so anything wanted would have to be backed up in some way before going ahead?

  4. John G. said on January 1, 2023 at 12:41 pm
    Reply

    Best useful article of 2023 just the first day. Thanks @Shaun, keep going on!

  5. John said on January 1, 2023 at 2:48 pm
    Reply

    It would also probably wipe your OEM partitions as well FYI. In case you decided you wanted to actually go back to Windows 11. Although you could also make a Windows 11 install with the Microsoft creator tool for Win 11. I like both Win 10 & 11 I have no issues with either OS. On a new PC especially some CPU’s with the Intel P& E cores Windows 11 works better with those new CPU’s.

  6. Someone said on January 1, 2023 at 5:39 pm
    Reply

    Happy new year. But why to go on windows 11 ? Wait for that, we have almost 3 years to the retirement of win 10 on 2025. Wait and see. If microsoft continues to destroy their os, we have to stay on older versions.

  7. VioletMoon said on January 1, 2023 at 8:10 pm
    Reply

    Note: “Only the Professional versions of Windows desktop operating systems include downgrade rights.”

    It not quite so simple.

    Before attempting a downgrade, I would recommend reading more about “downgrade” rights. Not all OEM licenses from manufacturers will allow the process.

    In theory, though, the embedded license is interchangeable. Back to Windows 10 with an ISO, forward to Windows 11 with an ISO at some future date. Like downgrading is going to solve all of one’s problems . . . .

    Is Windows 11 THAT bad? Not having issues here; it would be a pointless exercise unless one had an essential program that didn’t run on Windows 11, which would be next to impossible.

    A number of factors could be involved that wouldn’t result in a Blue Screen Boot.

    Don’t know–drivers, BIOS?. Rather spend time on learning the new system and dealing with difficulties as as they present themselves.

    Wouldn’t go there; it’s like upgrading to Windows 11 on a computer that isn’t supported. Possible, but why would one do it?

    More screenshots for the courageous with lots of time on their hands:

    https://pureinfotech.com/downgrade-windows-11-10/

    Move forward.

  8. GoodMeasure said on January 1, 2023 at 8:49 pm
    Reply

    Thanks for this article.

    As the method in this article would wipe/remove user data on the PC, could we also have an article to restore a Windows PC back to Windows 10 while RETAINING data after a user has accidentally updated to Window 11? Forgive me if that has already been posted or I am misunderstanding this.

    Also, I suppose it may be useful to make it even clearer that the article is about totally starting over and losing any data on the PC. Yes, it does say it in the article, but… just to be safe in case someone is reading it fast.

    1. Chris said on January 1, 2023 at 11:05 pm
      Reply

      >As the method in this article would wipe/remove user data on the PC, could we also have an article to restore a Windows PC back to Windows 10 while RETAINING data after a user has accidentally updated to Window 11?

      If a user inadvertently accepts a MS offer to upgrade their Windows version from 10 to 11, or accepts an offer and then regrets having done so, I think that we can assume that *only* Windows itself will be been updated: the disk will not have been wiped, and any user, OEM or other data or partition will be completely unchanged.

      However, if a user plans to use the above method to replace Windows 11 by Windows 10, they would be very well advised, in accordance with normal advice, to image their complete drive before before starting, to enable anything that might be required later to be reinstalled..

  9. Microdumbos said on January 2, 2023 at 2:23 am
    Reply

    One does not desire Windows 11. It’s becoming obvious that Microsoft is making an incredibly vain effort to make Windows 11 seem successful. Even while Windows 10 is still fully supported, they stopped licensing OEMs with the ability to downgrade to Windows 10 in October of last year. Consequently, Windows 11 is installed on all recently purchased machines. Because we remove the Windows 11 image and replace it with our Windows 10 image, this is not a major issue. Microsoft place their horrible Windows 11 where the sun doesn’t shine.

  10. sal said on January 7, 2023 at 11:40 am
    Reply

    This site has become a mass advertisement of windows 11! Daily promotional articles for this OS! Why don’t you post an article about AtlasOS?! Oh yeah, you’re going to delete my opinion again – you’re censoring people’s free expression!

  11. PleaseStahp said on August 17, 2023 at 10:10 pm
    Reply

    Whether one likes Windows 10 or Windows 11, the point not-to-be-missed here is that Microsoft is working really hard to make Windows a platform for monetized SaaS. Microsoft accounts (preferably with upgraded OneDrive storage), Microsoft 365, etc. etc.

    I would absolutely go back to the days of paying Microsoft $80-100, or even $129.99 if they would offer an ad-free, telemetry-free Windows Pro OS that also doesn’t strip the Pro features in order to treat me like a consumer user. And since they will not? I feel perfectly justified in using the Windows Registry, Local Policies, and firewall-PiHole blocking techniques, whatever it takes, to block, strip, or blackhole the ads from their operating system. I already have half a dozen Windows 11 Pro licenses with matching Office 2021 Professional Plus licenses that indicate I’m willing to pay them. I just want them to leave me in peace.

    1. bruh said on September 11, 2023 at 6:13 pm
      Reply

      Foolish, you’re basically saying “I am going to keep giving you money despite the sub-par user experience and product you provide, BUT it would be nice if you improved your product anyway”.

      That doesn’t work in the real world – Microsoft is acting like this because they simply don’t care about the OS space, they have decided to milk the end users as much as possible.

      Use Microsoft products only as much as you are required to, by your workplace, or your clients. Run windows 10/11 in a VM environment and find alternatives where possible. Microsoft’s behaviour in the past how many years has signaled that they are only gonna get worse.

  12. tenderdivergent said on August 21, 2023 at 5:58 pm
    Reply

    Windows’ “System Image” backup feature has been broken for almost a decade. The only backup software I’ve used that has been able to integrate properly with windows 10 has been Macrium (native windows volume shadow copies, incrementals, easy recovery environment creation, encryption, etc).

  13. qq said on August 22, 2023 at 10:55 am
    Reply

    Comments are messed up, again. Ghacks isn’t what it used to be…

  14. JoeNYWF64 said on August 23, 2023 at 2:48 pm
    Reply

    I heard microsoft is working on windows 12 – should i wait for that? When would THAT be released? I have 3!! incompatible win 10 desktops.
    I wonder EXACTLY how many laptops & desktops do NOT meet win 11 requirements!
    In the hundreds of millions? Close to a billion?! Imagine how many would need to be recycled(or thrown away in countries not recycling), not necessarily using green power to do it. & to make new ones. My head is spinning.
    I sure hope at least win 11 is a lot faster than the sooo slow win 10 file manager & picture viewer.
    Windows XP was sooooo fast in those areas.
    Microsoft should have come out with some sort of inexpensive device or software that would EASILY MAKE incompatible win 10 pc’s compatible.

  15. Miguel said on September 2, 2023 at 9:44 pm
    Reply

    Is it only for me or are the commands for configuring VB for macOS all “cut up”? Like it’s literally a screenshot with half the command? I’ve tried multiple browsers what should I do lmao
    Thx in advance

    1. Robert said on September 9, 2023 at 4:09 pm
      Reply

      Same here! I wasn’t sure if the author of the article is trolling or not

  16. Brian said on September 24, 2023 at 12:53 pm
    Reply

    Sadly, this guide is completely useless as-is. The section headed “Enter the following commands, one by one, but adjust the name of the OS you gave it” shows a static JPG image.

    Not only can you not copy-paste the text, but worse, the lines have been truncated. It’s not possible to scroll it sideways to see the missing parts, since even the “scrollbar” is part of the static image!

  17. Jason Lapadot said on September 30, 2023 at 9:31 am
    Reply

    Buying a new PC every 6 years is f-ing expensive and is setup to make self builders buy all new components. I have FX 8350 black the runs 8 cores at 4.1 ghz. Well over 11s 1ghz 2 core requirements. I use SSD for win install my pc boots in about 10 secs and I’m working. No issues with page loading. 16 gigs ram. I just don’t get it other than selling new s-it. The change from am3+ came about a year after I built my current pc. I bet I could go cheap and build a pc that meets requirements and still isnt as good as what I have now.

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