Tech

gemini-deep-research-comes-to-google-finance,-backed-by-prediction-market-data

Gemini Deep Research comes to Google Finance, backed by prediction market data

Bet on it

Financial markets can turn on a dime, and AI can’t predict the future. However, Google seems to think that people make smart predictions in aggregate when there’s money on the line. That’s why, as part of the Finance update, Google has partnered with Kalshi and Polymarket, the current leaders in online prediction markets.

These platforms let people place bets on, well, just about anything. If you have a hunch when Google will release Gemini 3.0, when the government shutdown will end, or the number of Tweets Elon Musk will post this month, you can place a wager on it. Maybe you’ll earn money, but more likely, you’ll lose it—only 12.7 percent of crypto wallets on Polymarket show profits.

Google Finance prediction markets

Credit: Google

Google says it will get fresh prediction data from both sites, which will allow Gemini to speculate on the future with “the wisdom of crowds.” Google suggests you could type “What will GDP growth be for 2025?” into the search box. Finance will pull the latest probabilities from Kalshi and Polymarket to generate a response that could include graphs and charts based on people’s bets. Naturally, Google does not make promises as to the accuracy of these predictions.

The new AI features of Google Finance are coming to all US users in the next few weeks, and starting this week, the service will make its debut in India. Likewise, the predictions market data will arrive in the next couple of weeks. If that’s not fast enough, you can opt-in to get early access via the Google Labs page.

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YouTube TV’s Disney blackout reminds users that they don’t own what they stream

“I don’t know (or care) which side is responsible for this, but the DVR is not VOD, it is your recording, and shows recorded before the dispute should be available. This is a hard lesson for us all,” an apparently affected customer wrote on Reddit this week.

For current or former cable subscribers, this experience isn’t new. Carrier disputes have temporarily and permanently killed cable subscribers’ access to many channels over the years. And since the early 2000s, many cable companies have phased out DVRs with local storage in favor of cloud-based DVRs. Since then, cable companies have been able to revoke customers’ access to DVR files if, for example, the customer stopped paying for the channel from which the content was recorded. What we’re seeing with YouTube TV’s DVR feature is one of several ways that streaming services mirror cable companies.

Google exits Movies Anywhere

In a move that appears to be best described as tit for tat, Google has removed content purchased via Google Play and YouTube from Movies Anywhere, a Disney-owned unified platform that lets people access digital video purchases from various distributors, including Amazon Prime Video and Fandango.

In removing users’ content, Google may gain some leverage in its discussions with Disney, which is reportedly seeking a larger carriage fee from YouTube TV. The content removals, however, are just one more pain point of the fragmented streaming landscape customers are already dealing with.

Customers inconvenienced

As of this writing, Google and Disney have yet to reach an agreement. On Monday, Google publicly rejected Disney’s request to restore ABC to YouTube TV for yesterday’s election day, although the company showed a willingness to find a way to quickly bring back ABC and ESPN (“the channels that people want,” per Google). Disney has escalated things by making its content unavailable to rent or purchase from all Google platforms.

Google is trying to appease customers by saying it will give YouTube TV subscribers a $20 credit if Disney “content is unavailable for an extended period of time.” Some people online have reported receiving a $10 credit already.

Regardless of how this saga ends, the immediate effects have inconvenienced customers of both companies. People subscribe to streaming services and rely on digital video purchases and recordings for easy, instant access, which Google and Disney’s disagreement has disrupted. The squabble has also served as another reminder that in the streaming age, you don’t really own anything.

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Google settlement with Epic caps Play Store fees, boosts other Android app stores

Under the terms, Google agrees to implement a system in the next version of Android that will give third-party app stores a way to become officially registered as an application source. These “Registered App Stores” will be installable from websites with a single click and without the alarming warnings that accompany traditional sideloads. Again, this will be supported globally rather than only in the US, as the previous order required.

The motion filed with the court doesn’t include much detail on how Registered App Stores will operate once installed. Given Epic’s aversion to the scare screens that appear when sideloading apps, installs managed by registered third-party stores may also be low-friction. The Play Store can install apps without forcing the user to clear a bunch of warnings, and it can update apps automatically. We may see similar capabilities for third parties once Google adds the promised support in the next version of Android.

epic harmful installation

This is the kind of “friction” the settlement would avoid.

Credit: Ryan Whitwam

This is the kind of “friction” the settlement would avoid. Credit: Ryan Whitwam

Importantly, Google is allowed to create “reasonable requirements” for certifying these app stores. Reviews may be carried out, and Google can charge fees for that process; however, the fees cannot be revenue-dependent.

The changes detailed in the settlement are not as wide-ranging as Judge Donato’s original order but still mark a shift toward openness. Third-party app stores are getting a boost, developers will enjoy lower fees, and Google won’t drag the process out for years. The parties claim in their joint motion that the agreement does not seek to undo the jury verdict or sidestep the court’s previous order. Rather, it aims to reinforce the court’s intent while eliminating potential delays in realigning the app market.

Google and Epic are going to court on Thursday to ask Judge Donato to approve the settlement, and Google could put the billing changes into practice by late this year. The app store changes would come around June next year when we expect Android 17 to begin rolling out. However, Google’s Android Canary and Beta releases may offer a glimpse of this system earlier in 2026.

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How to declutter, quiet down, and take the AI out of Windows 11 25H2


A new major Windows 11 release means a new guide for cleaning up the OS.

Credit: Aurich Lawson | Getty Images

Credit: Aurich Lawson | Getty Images

It’s that time of year again—temperatures are dropping, leaves are changing color, and Microsoft is gradually rolling out another major yearly update to Windows 11.

The Windows 11 25H2 update is relatively minor compared to last year’s 24H2 update (the “25” here is a reference to the year the update was released, while the “H2” denotes that it was released in the second half of the year, a vestigial suffix from when Microsoft would release two major Windows updates per year). The 24H2 update came with some major under-the-hood overhauls of core Windows components and significant performance improvements for the Arm version; 25H2 is largely 24H2, but with a rolled-over version number to keep it in line with Microsoft’s timeline for security updates and tech support.

But Microsoft’s continuous update cadence for Windows 11 means that even the 24H2 version as it currently exists isn’t the same one Microsoft released a year ago.

To keep things current, we’ve combed through our Windows cleanup guide, updating it for the current build of Windows 11 25H2 (26200.7019) to help anyone who needs a fresh Windows install or who is finally updating from Windows 10 now that Microsoft is winding down support for it. We’ll outline dozens of individual steps you can take to clean up a “clean install” of Windows 11, which has taken an especially user-hostile attitude toward advertising and forcing the use of other Microsoft products.

As before, this is not a guide about creating an extremely stripped-down, telemetry-free version of Windows; we stick to the things that Microsoft officially supports turning off and removing. There are plenty of experimental hacks and scripts that take it a few steps farther, and/or automate some of the steps we outline here—NTDev’s Tiny11 project is one—but removing built-in Windows components can cause unexpected compatibility and security problems, and Tiny11 has historically had issues with basic table-stakes stuff like “installing security updates.”

These guides capture moments in time, and regular monthly Windows patches, app updates downloaded through the Microsoft Store, and other factors all can and will cause small variations from our directions. You may also see apps or drivers specific to your PC’s manufacturer. This guide also doesn’t cover the additional bloatware that may come out of the box with a new PC, starting instead with a freshly installed copy of Windows from a USB drive.

Table of Contents

Starting with Setup: Avoiding Microsoft account sign-in

The most contentious part of Windows 11’s setup process relative to earlier Windows versions is that it mandates a Microsoft account sign-in, with none of the readily apparent “limited account” fallbacks that existed in Windows 10. As of Windows 11 22H2, that’s true of both the Home and Pro editions.

There are two reasons I can think of not to sign in with a Microsoft account. The first is that you want nothing to do with a Microsoft account, thank you very much. Signing in makes Windows bombard you with more Microsoft 365, OneDrive, and Game Pass subscription upsells since all you need to do is add them to an account that already exists, and Windows setup will offer subscriptions to each if you sign in first.

The second—which describes my situation—is that you do use a Microsoft account because it offers some handy benefits like automated encryption of your local drive (having those encryption keys tied to my account has saved me a couple of times) or syncing of browser info and some preferences. But you don’t want to sign in at setup, either because you don’t want to be bothered with the extra upsells or you prefer your user folder to be located at “C:UsersAndrew” rather than “C:Users.”

Regardless of your reasoning, if you don’t want to bother with sign-in at setup, you have a few different options:

Use the command line

During Windows 11 Setup, after selecting a language and keyboard layout but before connecting to a network, hit Shift+F10 to open the command prompt (depending on your keyboard, you may also need to hit the Fn key before pressing F10). Type OOBEBYPASSNRO, hit Enter, and wait for the PC to reboot.

When it comes back, click “I don’t have Internet” on the network setup screen, and you’ll have recovered the option to use “limited setup” (aka a local account) again, like older versions of Windows 10 and 11 offered.

This option has been removed from some Windows 11 testing builds, but it still works as of this writing in 25H2. We may see this option removed in a future update to Windows.

For Windows 11 Pro

For Windows 11 Pro users, there’s a command-line-free workaround you can take advantage of.

Proceed through the Windows 11 setup as you normally would, including connecting to a network and allowing the system to check for updates. Eventually, you’ll be asked whether you’re setting your PC up for personal use or for “work or school.”

Select the “work or school” option, then “sign-in options,” at which point you’ll finally be given a button that says “domain join instead.” Click this to indicate you’re planning to join the PC to a corporate domain (even though you aren’t), and you’ll see the normal workflow for creating a “limited” local account.

The downside is that you’re starting your relationship with your new Windows install by lying to it. But hey, if you’re using the AI features, your computer is probably going to lie to you, too. It all balances out.

Using the Rufus tool

Credit: Andrew Cunningham

The Rufus tool can streamline a few of the more popular tweaks and workarounds for Windows 11 install media. Rufus is a venerable open source app for creating bootable USB media for both Windows and Linux. If you find yourself doing a lot of Windows 11 installs and don’t want to deal with Microsoft accounts, Rufus lets you tweak the install media itself so that the “limited setup” options always appear, no matter which edition of Windows you’re using.

To start, grab Rufus and then a fresh Windows 11 ISO file from Microsoft. You’ll also want an 8GB or larger USB drive; I’d recommend a 16GB or larger drive that supports USB 3.0 speeds, both to make things go a little faster and to leave yourself extra room for drivers, app installers, and anything else you might want to set a new PC up for the first time. (I also like this SanDisk drive that has a USB-C connector on one end and a USB-A connector on the other to ensure compatibility with all kinds of PCs.)

Fire up Rufus, select your USB drive and the Windows ISO, and hit Start to copy over all of the Windows files. After you hit Start, you’ll be asked if you want to disable some system requirements checks, remove the Microsoft account requirement, or turn off all the data collection settings that Windows asks you about the first time you set it up. What you do here is up to you; I usually turn off the sign-in requirement, but disabling the Secure Boot and TPM checks doesn’t stop those features from working once Windows is installed and running.

The rest of Windows 11 setup

The main thing I do here, other than declining any and all Microsoft 365 or Game Pass offers, is turn all the toggles on the privacy settings screen to “no.” This covers location services, the Find My Device feature, and four toggles that collectively send a small pile of usage and browsing data to Microsoft that it uses “to enhance your Microsoft experiences.” Pro tip: Use the Tab key and spacebar to quickly toggle these without clicking or scrolling.

Of these, I can imagine enabling Find My Device if you’re worried about theft or location services if you want Windows and apps to be able to access your location. But I tend not to send any extra telemetry or browsing data other than the basics (the only exception being on machines I enroll in the Windows Insider Preview program for testing, since Microsoft requires you to send more detailed usage data from those machines to help it test its beta software). If you want to change any of these settings after setup, they’re all in the Settings app under Privacy & Security.

If you have signed in with a Microsoft account during setup, you can expect to see several additional setup screens that aren’t offered when you’re signing in with a local account, including attempts to sell Microsoft 365, OneDrive, and Xbox Game Pass subscriptions. Accept or decline these offers as desired.

Cleaning up Windows 11

Reboot once this is done, and you’ll be at the Windows desktop. Start by installing any drivers you need, plus Windows updates.

When you first connect to the Internet, Windows may or may not decide to automatically pull down a few extraneous third-party apps and app shortcuts, things like Spotify or Grammarly—this has happened to me consistently in most Windows 11 installs I’ve done over the years, though it hasn’t generally happened on the 24H2 and 25H2 PCs I’ve set up.

Open the Start menu and right-click each of the apps you don’t want to remove the icons for and/or uninstall. Some of these third-party apps are just stubs that won’t actually be installed to your computer until you try to run them, so removing them directly from the Start menu will get rid of them entirely.

Right-clicking and uninstalling the unwanted apps that are pinned to the Start menu is the fastest (and, for some, the only) way to get rid of them.

Credit: Andrew Cunningham

Right-clicking and uninstalling the unwanted apps that are pinned to the Start menu is the fastest (and, for some, the only) way to get rid of them. Credit: Andrew Cunningham

The other apps and services included in a fresh Windows install generally at least have the excuse of being first-party software, though their usefulness will be highly user-specific: Xbox, the new Outlook app, Clipchamp, and LinkedIn are the ones that stand out, plus the ad-driven free-to-play version of the Solitaire suite that replaced the simple built-in version during the Windows 8 era.

Rather than tell you what I remove, I’ll tell you everything that can be removed from the Installed Apps section of the Settings app (also quickly accessible by right-clicking the Start button in the taskbar). You can make your own decisions here; I generally leave the in-box versions of classic Windows apps like Sound Recorder and Calculator while removing things I don’t use, like To Do or Clipchamp.

This list should be current for a fresh, fully updated install of Windows 11 25H2, at least in the US, but it doesn’t include any apps that might be specific to your hardware, like audio or GPU settings apps. Some individual apps may or may not appear as part of your Windows install.

  • Calculator
  • Camera
  • Clock (may also appear as Windows Clock)
  • Copilot
  • Family
  • Feedback Hub
  • Game Assist
  • Media Player
  • Microsoft 365 Copilot
  • Microsoft Clipchamp
  • Microsoft OneDrive: Removing this, if you don’t use it, should also get rid of notifications about OneDrive and turning on Windows Backup.
  • Microsoft Teams
  • Microsoft To Do
  • News
  • Notepad
  • Outlook for Windows
  • Paint
  • Photos
  • Power Automate
  • Quick Assist
  • Remote Desktop Connection
  • Snipping Tool
  • Solitaire & Casual Games
  • Sound Recorder
  • Sticky Notes
  • Terminal
  • Weather
  • Web Media Extensions
  • Xbox
  • Xbox Live

In Windows 11 23H2, Microsoft moved almost all of Windows’ non-removable apps to a System Components section, where they can be configured but not removed; this is where things like Phone Link, the Microsoft Store, Dev Home, and the Game Bar have ended up. The exception is Edge and its associated updater and WebView components; these are not removable, but they aren’t listed as “system components” for some reason, either.

Start, Search, Taskbar, and lock screen decluttering

Microsoft has been on a yearslong crusade against unused space in the Start menu and taskbar, which means there’s plenty here to turn off.

  • Right-click an empty space on the desktop, click Personalize, and click any of the other built-in Windows themes to turn off the Windows Spotlight dynamic wallpapers and the “Learn about this picture” icon.
  • Right-click the Taskbar and click Taskbar settings. I usually disable the Widgets board; you can leave this if you want to keep the little local weather icon in the lower-left corner of your screen, but this space is also sometimes used to present junky news articles from the Microsoft Start service.
    • If you want to keep Widgets enabled but clean it up a bit, open the Widgets menu, click the Settings gear in the top-right corner, scroll to “Show or hide feeds,” and turn the feed off. This will keep the weather, local sports scores, stocks, and a few other widgets, but it will get rid of the spammy news articles.
  • Also in the Taskbar settings, I usually change the Search field to “search icon only” to get rid of the picture in the search field and reduce the amount of space it takes up. Toggle the different settings until you find one you like.
  • Open Settings > Privacy & Security > Recommendations & offers and disable “Personalized offers,” “Improve Start and search results,” “Show notifications in Settings,” “Recommendations and offers in Settings,” and “Advertising ID” (some of these may already be turned off). These settings mostly either send data to Microsoft or clutter up the Settings app with various recommendations and ads.
  • Open Settings > Privacy & Security > Diagnostics & feedback, scroll down to “Feedback frequency,” and select “Never” to turn off all notifications requesting feedback about various Windows features.
  • Open Settings > Privacy & Security, click Search and disable “Show search highlights.” This cleans up the Search menu quite a bit, focusing it on searches you’ve done yourself and locally installed apps.

  • Open Settings > Personalization > Lock screen. Under “Personalize your lock screen,” switch from “Windows spotlight” to either Picture or Slideshow to use local images for your lock screen, and then uncheck the “get fun facts, tips, tricks, and more” box that appears. This will hide the other text boxes and clickable elements that Windows automatically adds to the lock screen in Spotlight mode. Under “Lock screen status,” select “none” to hide the weather widget and other stocks and news widgets from your lock screen.
  • If you own a newer Windows PC with a dedicated Copilot key, you can navigate to Settings > Personalization > Text input and scroll down to remap the key. Unfortunately, its usefulness is still limited—you can reassign it to the Search function or to the built-in Microsoft 365 app, but by default, Windows doesn’t give you the option to reassign it to open any old app.

Credit: Andrew Cunningham

By default, the Start menu will occasionally make “helpful” suggestions about third-party Microsoft Store apps to grab. These can and should be turned off.

  • Open Settings > Personalization > Start. Turn off “Show recommendations for tips, shortcuts, new apps, and more.” This will disable a feature where Microsoft Store apps you haven’t installed can show up in Recommendations along with your other files. You can also decide whether you want to be able to see more pinned apps or more recent/recommended apps and files on the Start menu, depending on what you find more useful.
  • On the same page, disable “show account-related notifications” to reduce the number of reminders and upsell notifications you see related to your Microsoft account.

Credit: Andrew Cunningham

  • Open Settings > System > Notifications, scroll down, and expand the additional settings section. Uncheck all three boxes here, which should get rid of all the “finish setting up your PC” prompts, among other things.
  • Also feel free to disable notifications from any specific apps you don’t want to hear from.

In-app AI features

Microsoft has steadily been adding image and text generation capabilities to some of the bedrock in-box Windows apps, from Paint and Photos to Notepad.

Exactly which AI features you’re offered will depend on whether you’ve signed in with a Microsoft account or not or whether you’re using a Copilot+ PC with access to more AI features that are executed locally on your PC rather than in the cloud (more on those in a minute).

But the short version is that it’s usually not possible to turn off or remove these AI features without uninstalling the entire app. Apps like Notepad and Edge do have toggles for shutting off Copilot and other related features, but no such toggles exist in Paint, for example.

Even if you can find some Registry key or another backdoor way to shut these things off, there’s no guarantee the settings will stick as these apps are updated; it’s probably easier to just try to ignore any AI features within these apps that you don’t plan to use.

Removing Recall, and other extra steps for Copilot+ PCs

So far, everything we’ve covered has been applicable to any PC that can run Windows 11. But new PCs with the Copilot+ branding—anything with a Qualcomm Snapdragon X chip in it or things with certain Intel Core Ultra or AMD Ryzen AI CPUs—get extra features that other Windows 11 PCs don’t have. Given that these are their own unique subclass of PCs, it’s worth exploring what’s included and what can be turned off.

Removing Recall will be possible, though it’s done through a relatively obscure legacy UI rather than the Settings app. Credit: Andrew Cunningham

One Copilot+ feature that can be fully removed, in part because of the backlash it initially caused, is the data-scraping Recall feature. Recall won’t be enabled on your Copilot+ system unless you’re signed in with a Microsoft account and you explicitly opt in. But if fully removing the feature gives you extra peace of mind, then by all means, remove it.

  • If you just want to make sure Recall isn’t active, navigate to Settings > Privacy & security > Recall & snapshots. This is where you adjust Recall’s settings and verify whether it’s turned on or off.
  • To fully remove Recall, open Settings > System > Optional Features, scroll down to the bottom of this screen, and click More Windows features. This will open the old “Turn Windows features on or off” Control Panel applet used to turn on or remove some legacy or power-user-centric components, like old versions of the .NET Framework or Hyper-V. It’s arranged alphabetically.
  • In Settings > Privacy & security > Click to Do, you’ll also find a toggle to disable Click to Do, a Copilot+ feature that takes a screenshot of your desktop and tries to make recommendations or suggest actions you might perform (copying and pasting text or an image, for example).

Apps like Paint or Photos may also prompt you to install an extension for AI-powered image generation from the Microsoft Store. This extension—which weighs in at well over a gigabyte as of this writing—is not installed by default. If you have installed it, you can remove it by opening Settings > Apps > Installed apps and removing “ImageCreationHostApp.”

Bonus: Cleaning up Microsoft Edge

I use Edge out of pragmatism rather than love—”the speed, compatibility, and extensions ecosystem of Chrome, backed by the resources of a large company that isn’t Google” is still a decent pitch. But Edge has become steadily less appealing as Microsoft has begun pushing its own services more aggressively and stuffing the browser with AI features. In a vacuum, Firefox aligns better with what I want from a browser, but it just doesn’t respond well to my normal tab-monster habits despite several earnest attempts to switch—things bog down and RAM runs out. I’ve also had mixed experience with the less-prominent Chromium clones, like Opera, Vivaldi, and Brave. So Edge it is, at least for now.

The main problem with Edge on a new install of Windows is that even more than Windows, it exists in a universe where no one would ever want to switch search engines or shut off any of Microsoft’s “value-added features” except by accident. Case in point: Signing in with a Microsoft account will happily sync your bookmarks, extensions, and many kinds of personal data. But many settings for search engine changes or for opting out of Microsoft services do not sync between systems and require a fresh setup each time.

Below are the Edge settings I change to maximize the browser’s usefulness (and usable screen space) while minimizing annoying distractions; it involves turning off most of the stuff Microsoft has added to the Chromium version of Edge since it entered public preview many years ago. Here’s a list of things to tweak, whether you sign in with a Microsoft account or not.

  • On the Start page when you first open the browser, hit the Settings gear in the upper-right corner. Turn off “Quick links” (or if you leave them on, turn off “Show sponsored links”) and then turn off “show content.” Whether you leave the custom background or the weather widget is up to you.
  • Click the “your privacy choices” link at the bottom of the menu and turn off the “share my data with third parties for personalized ads” toggle.

Edge has scattered some of the settings we change over the last year, but the browser is still full of toggles we prefer to keep turned off. Andrew Cunningham

  • In the Edge UI, click the ellipsis icon near the upper-right corner of the screen and click Settings.
  • Click Profiles in the left Settings sidebar. Click Microsoft Rewards, and then turn it off.
  • Click Privacy, Search, & Services in the Settings sidebar.
    • In Tracking prevention, I set tracking prevention to “strict,” though if you use some other kind of content blocker, this may be redundant; it can also occasionally prompt “it looks like you’re using an ad-blocker” pop-up from sites even if you aren’t.
    • In Privacy, if they’re enabled, disable the toggles under “Optional diagnostic data,” “Help improve Microsoft products,” and “Allow Microsoft to save your browsing activity.”
    • In Search and connected experiences, disable the “Suggest similar sites when a website can’t be found,” “Save time and money with Shopping in Microsoft Edge,” and “Organize your tabs” toggles.
      • If you want to switch from Bing, click “Address bar and search” and switch to your preferred engine, whether that’s Google, DuckDuckGo, or something else. Then click “Search suggestions and filters” and disable “Show me search and site suggestions using my typed characters.”

These settings retain basic spellcheck without any of the AI-related additions. Credit: Andrew Cunningham

  • Click Appearance in the left-hand Settings sidebar, and scroll down to Copilot and sidebar
    • Turn the sidebar off, and turn off the “Personalize my top sites in customize sidebar” and “Allow sidebar apps to show notifications” toggles.
    • Click Copilot under App specific settings. Turn off “Show Copilot button on the toolbar.” Then, back in the Copilot and sidebar settings, turn off the “Show sidebar button” toggle that has just appeared.
  • Click Languages in the left-hand navigation. Disable “Use Copilot for writing on the web.” Turn off “use text prediction” if you want to prevent things you type from being sent to Microsoft, and switch the spellchecker from Microsoft Editor to Basic. (I don’t actually mind Microsoft Editor, but it’s worth remembering if you’re trying to minimize the amount of data Edge sends back to the company.)

Windows-as-a-nuisance

The most time-consuming part of installing a fresh, direct-from-Microsoft copy of Windows XP or Windows 7 was usually reinstalling all the apps you wanted to run on your PC, from your preferred browser to Office, Adobe Reader, Photoshop, and the VLC player. You still need to do all of that in a new Windows 11 installation. But now more than ever, most people will want to go through the OS and turn off a bunch of stuff to make the day-to-day experience of using the operating system less annoying.

That’s more relevant now that Microsoft has formally ended support for Windows 10. Yes, Windows 10 users can get an extra year of security updates relatively easily, but many who have been putting off the Windows 11 upgrade will be taking the plunge this year.

The settings changes we’ve recommended here may not fix everything, but they can at least give you some peace, shoving Microsoft into the background and allowing you to do what you want with your PC without as much hassle. Ideally, Microsoft would insist on respectful, user-friendly defaults itself. But until that happens, these changes are the best you can do.

Photo of Andrew Cunningham

Andrew is a Senior Technology Reporter at Ars Technica, with a focus on consumer tech including computer hardware and in-depth reviews of operating systems like Windows and macOS. Andrew lives in Philadelphia and co-hosts a weekly book podcast called Overdue.

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new-hdr10+-advanced-standard-will-try-to-fix-the-soap-opera-effect

New HDR10+ Advanced standard will try to fix the soap opera effect

Intelligent FRC takes a more nuanced approach to motion smoothing by letting content creators dictate the level of motion smoothing used in each scene, Forbes reported. The feature is also designed to adjust the strength of motion interpolation based on ambient lighting.

Dolby Vision 2’s Authentic Motion

HDR10+ Advanced’s Intelligent FRC sounds awfully similar to the Authentic Motion feature that Dolby announced for its upcoming HDR standard, Dolby Vision 2, in September.

Dolby’s announcement described Authentic Motion as “the world’s first creative driven motion control tool to make scenes feel more authentically cinematic without unwanted judder on a shot-by-shot basis.” Authentic Motion will be available on TVs that adopt Dolby Vision 2’s most advanced tier, which is called Dolby Vision 2 Max, and will target high-end TVs.

TechRadar reported in September that Authentic Motion will have 10 levels of motion smoothing, citing a demo of the feature applied to a scene from the Amazon Prime Video series Paris Has Fallen, which was shot at 25p. In the demo, the video reportedly went from level 5 motion smoothing during a tracking shot to level 3 when “the camera switched to tilting down gently,” to level 1 “as the camera settled,” and then level 0 “when the still camera watched the woman talk.”

Will this work?

We don’t have sufficient information about either HDR standard to be convinced yet that the technologies will improve the appearance of videos using motion smoothing, especially to viewers who are already put off by motion smoothing.

Giving creators greater control over when exactly motion smoothing is implemented and how strong it is could mean that the soap opera effect isn’t applied to scenes unnecessarily. But neither standard has proven that motion smoothing will look natural when applied at different scales to specific shots.

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Meet Project Suncatcher, Google’s plan to put AI data centers in space

Google’s proposed free-fall (“no thrust”) constellation for linked satellites; arrow pointing toward Earth.

However, there is the problem of physics. Received power decreases with the square of distance, so Google notes the satellites would have to maintain proximity of a kilometer or less. That would require a tighter formation than any currently operational constellation, but it should be workable. Google has developed analytical models suggesting that satellites positioned several hundred meters apart would require only “modest station-keeping maneuvers.”

Hardware designed for space is expensive and often less capable compared to terrestrial systems because the former needs to be hardened against extreme temperatures and radiation. Google’s approach to Project Suncatcher is to reuse the components used on Earth, which might not be very robust when you stuff them in a satellite. However, innovations like the Snapdragon-powered Mars Ingenuity helicopter have shown that off-the-shelf hardware may survive longer in space than we thought.

Google says Suncatcher only works if TPUs can run for at least five years, which works out to 750 rad. The company is testing this by blasting its latest v6e Cloud TPU (Trillium) in a 67MeV proton beam. Google says that while the memory was most vulnerable to damage, the experiments showed that TPUs can handle about three times as much radiation (almost 2 krad) before data corruption was detected.

Google hopes to launch a pair of prototype satellites with TPUs by early 2027. It expects the launch cost of these first AI orbiters to be quite high. However, Google is planning for the mid-2030s when launch costs are projected to drop to as little as $200 per kilogram. At that level, space-based data centers could become as economical as the terrestrial versions.

The fact is, terrestrial data centers are dirty, noisy, and ravenous for power and water. This has led many communities to oppose plans to build them near the places where people live and work. Putting them in space could solve everyone’s problems (unless you’re an astronomer).

Meet Project Suncatcher, Google’s plan to put AI data centers in space Read More »

apple-releases-ios-261,-macos-26.1,-other-updates-with-liquid-glass-controls-and-more

Apple releases iOS 26.1, macOS 26.1, other updates with Liquid Glass controls and more

After several weeks of testing, Apple has released the final versions of the 26.1 update to its various operating systems. Those include iOS, iPadOS, macOS, watchOS, tvOS, visionOS, and the HomePod operating system, all of which switched to a new unified year-based version numbering system this fall.

This isn’t the first update that these operating systems have gotten since they were released in September, but it is the first to add significant changes and tweaks to existing features, addressing the early complaints and bugs that inevitably come with any major operating system update.

One of the biggest changes across most of the platforms is a new translucency control for Liquid Glass that tones it down without totally disabling the effect. Users can stay with the default Clear look to see the clearer, glassier look that allows more of the contents underneath Liquid Glass to show through, or the new Tinted look to get a more opaque background that shows only vague shapes and colors to improve readability.

For iPad users, the update re-adds an updated version of the Slide Over multitasking mode, which uses quick swipes to summon and dismiss an individual app on top of the apps you’re already using. The iPadOS 26 version looks a little different and includes some functional changes compared to the previous version—it’s harder to switch which app is being used in Slide Over mode, but the Slide Over window can now be moved and resized just like any other iPadOS 26 app window.

Apple releases iOS 26.1, macOS 26.1, other updates with Liquid Glass controls and more Read More »

after-confusing-driver-release,-amd-says-old-gpus-are-still-actively-supported

After confusing driver release, AMD says old GPUs are still actively supported

The release notes for the 25.10.2 Adrenalin release also dropped Windows 10 from the list of “compatible operating systems,” listing only Windows 11 21H2 and later. But AMD confirmed to Windows Latest that the driver packages would still support Windows 10 for the foreseeable future. The company said that the OS is not listed in the release notes because Microsoft has technically ended support for Windows 10, but home users running Windows 10 on their PCs can get an extra year of security patches relatively easily. Microsoft will continue to provide support for the OS in businesses, schools, and other large organizations until at least 2028.

Why all the fuss?

It would look bad if AMD dropped or reduced support for those Radeon 5000- and 6000-series GPUs, given that Nvidia continues to support GeForce RTX 20- and 30-series graphics cards launched in the same 2019 to 2022 time window. But the end of support could have been even worse for gaming handhelds and lower-end PCs with integrated graphics.

The RDNA 2 architecture, in particular, has enjoyed a long and ongoing life as an integrated GPU, including for systems that are explicitly marketed and sold as gaming PCs. And because so many of AMD and Intel’s lower-end chips are just rebranded versions of older silicon, AMD continues to launch “new” products with RDNA 2 GPUs. The RDNA 2 architecture is the one Valve has used in the Steam Deck since 2022, for example, but Microsoft and Asus’ just-launched ROG Xbox Ally series also includes an RDNA 2 GPU in the entry-level model.

The last time AMD formally scaled back its GPU driver support was in 2023, when it moved drivers for its Polaris and Vega GPU architectures into a separate package that would only get occasional “critical updates.” At the time, AMD had launched its last dedicated Vega-based GPU just four years before, and many lower-end desktop and laptop processors still shipped with Vega-based integrated GPUs.

For the Steam Deck and other SteamOS and Linux systems, at least, it seems that things aren’t really changing, no matter what happens with the Windows drivers. Phoronix points out that the Linux driver package for AMD’s GPUs has always been maintained separately from the Windows drivers and that GPU architectures considerably older than RDNA 1 continue to get official support and occasional improvements.

After confusing driver release, AMD says old GPUs are still actively supported Read More »

closing-windows-11’s-task-manager-accidentally-opens-up-more-copies-of-task-manager

Closing Windows 11’s Task Manager accidentally opens up more copies of Task Manager

One reason to use the Task Manager in Windows is to see if any of the apps running on your computer are misbehaving or using a disproportionate amount of resources. But what do you do when the misbehaving app is the Task Manager itself?

After a recent Windows update, some users (including Windows Latest) noticed that closing the Task Manager window was actually failing to close the app, leaving the executable running in memory. More worryingly, each time you open the Task Manager, it spawns a new process on top of the old one, which you can repeat essentially infinitely (or until your PC buckles under the pressure).

Each instance of Task Manager takes up around 20MB of system RAM and hovers between 0 and 2 percent CPU usage—if you have just a handful of instances open, it’s unlikely that you’d notice much of a performance impact. But if you use Task Manager frequently or just go a long time between reboots, opening up two or three dozen copies of the process that are all intermittently using a fraction of your CPU can add up, leading to a potentially significant impact on performance and battery life.

Closing Windows 11’s Task Manager accidentally opens up more copies of Task Manager Read More »

“unexpectedly,-a-deer-briefly-entered-the-family-room”:-living-with-gemini-home

“Unexpectedly, a deer briefly entered the family room”: Living with Gemini Home


60 percent of the time, it works every time

Gemini for Home unleashes gen AI on your Nest camera footage, but it gets a lot wrong.

Google Home with Gemini

The Google Home app has Gemini integration for paying customers. Credit: Ryan Whitwam

The Google Home app has Gemini integration for paying customers. Credit: Ryan Whitwam

You just can’t ignore the effects of the generative AI boom.

Even if you don’t go looking for AI bots, they’re being integrated into virtually every product and service. And for what? There’s a lot of hand-wavey chatter about agentic this and AGI that, but what can “gen AI” do for you right now? Gemini for Home is Google’s latest attempt to make this technology useful, integrating Gemini with the smart home devices people already have. Anyone paying for extended video history in the Home app is about to get a heaping helping of AI, including daily summaries, AI-labeled notifications, and more.

Given the supposed power of AI models like Gemini, recognizing events in a couple of videos and answering questions about them doesn’t seem like a bridge too far. And yet Gemini for Home has demonstrated a tenuous grasp of the truth, which can lead to some disquieting interactions, like periodic warnings of home invasion, both human and animal.

It can do some neat things, but is it worth the price—and the headaches?

Does your smart home need a premium AI subscription?

Simply using the Google Home app to control your devices does not turn your smart home over to Gemini. This is part of Google’s higher-tier paid service, which comes with extended camera history and Gemini features for $20 per month. That subscription pipes your video into a Gemini AI model that generates summaries for notifications, as well as a “Daily Brief” that offers a rundown of everything that happened on a given day. The cheaper $10 plan provides less video history and no AI-assisted summaries or notifications. Both plans enable Gemini Live on smart speakers.

According to Google, it doesn’t send all of your video to Gemini. That would be a huge waste of compute cycles, so Gemini only sees (and summarizes) event clips. Those summaries are then distilled at the end of the day to create the Daily Brief, which usually results in a rather boring list of people entering and leaving rooms, dropping off packages, and so on.

Importantly, the Gemini model powering this experience is not multimodal—it only processes visual elements of videos and does not integrate audio from your recordings. So unusual noises or conversations captured by your cameras will not be searchable or reflected in AI summaries. This may be intentional to ensure your conversations are not regurgitated by an AI.

Gemini smart home plans

Credit: Google

Paying for Google’s AI-infused subscription also adds Ask Home, a conversational chatbot that can answer questions about what has happened in your home based on the status of smart home devices and your video footage. You can ask questions about events, retrieve video clips, and create automations.

There are definitely some issues with Gemini’s understanding of video, but Ask Home is quite good at creating automations. It was possible to set up automations in the old Home app, but the updated AI is able to piece together automations based on your natural language request. Perhaps thanks to the limited set of possible automation elements, the AI gets this right most of the time. Ask Home is also usually able to dig up past event clips, as long as you are specific about what you want.

The Advanced plan for Gemini Home keeps your videos for 60 days, so you can only query the robot on clips from that time period. Google also says it does not retain any of that video for training. The only instance in which Google will use security camera footage for training is if you choose to “lend” it to Google via an obscure option in the Home app. Google says it will keep these videos for up to 18 months or until you revoke access. However, your interactions with Gemini (like your typed prompts and ratings of outputs) are used to refine the model.

The unexpected deer

Every generative AI bot makes the occasional mistake, but you’ll probably not notice every one. When the AI hallucinates about your daily life, however, it’s more noticeable. There’s no reason Google should be confused by my smart home setup, which features a couple of outdoor cameras and one indoor camera—all Nest-branded with all the default AI features enabled—to keep an eye on my dogs. So the AI is seeing a lot of dogs lounging around and staring out the window. One would hope that it could reliably summarize something so straightforward.

One may be disappointed, though.

In my first Daily Brief, I was fascinated to see that Google spotted some indoor wildlife. “Unexpectedly, a deer briefly entered the family room,” Gemini said.

Home Brief with deer

Dogs and deer are pretty much the same thing, right? Credit: Ryan Whitwam

Gemini does deserve some credit for recognizing that the appearance of a deer in the family room would be unexpected. But the “deer” was, naturally, a dog. This was not a one-time occurrence, either. Gemini sometimes identifies my dogs correctly, but many event clips and summaries still tell me about the notable but brief appearance of deer around the house and yard.

This deer situation serves as a keen reminder that this new type of AI doesn’t “think,” although the industry’s use of that term to describe simulated reasoning could lead you to believe otherwise. A person looking at this video wouldn’t even entertain the possibility that they were seeing a deer after they’ve already seen the dogs loping around in other videos. Gemini doesn’t have that base of common sense, though. If the tokens say deer, it’s a deer. I will say, though, Gemini is great at recognizing car models and brand logos. Make of that what you will.

The animal mix-up is not ideal, but it’s not a major hurdle to usability. I didn’t seriously entertain the possibility that a deer had wandered into the house, and it’s a little funny the way the daily report continues to express amazement that wildlife is invading. It’s a pretty harmless screw-up.

“Overall identification accuracy depends on several factors, including the visual details available in the camera clip for Gemini to process,” explains a Google spokesperson. “As a large language model, Gemini can sometimes make inferential mistakes, which leads to these misidentifications, such as confusing your dog with a cat or deer.”

Google also says that you can tune the AI by correcting it when it screws up. This works sometimes, but the system still doesn’t truly understand anything—that’s beyond the capabilities of a generative AI model. After telling Gemini that it’s seeing dogs rather than deer, it sees wildlife less often. However, it doesn’t seem to trust me all the time, causing it to report the appearance of a deer that is “probably” just a dog.

A perfect fit for spooky season

Gemini’s smart home hallucinations also have a less comedic side. When Gemini mislabels an event clip, you can end up with some pretty distressing alerts. Imagine that you’re out and about when your Gemini assistant hits you with a notification telling you, “A person was seen in the family room.”

A person roaming around the house you believed to be empty? That’s alarming. Is it an intruder, a hallucination, a ghost? So naturally, you check the camera feed to find… nothing. An Ars Technica investigation confirms AI cannot detect ghosts. So a ghost in the machine?

Oops, we made you think someone broke into your house.

Credit: Ryan Whitwam

Oops, we made you think someone broke into your house. Credit: Ryan Whitwam

On several occasions, I’ve seen Gemini mistake dogs and totally empty rooms (or maybe a shadow?) for a person. It may be alarming at first, but after a few false positives, you grow to distrust the robot. Now, even if Gemini correctly identified a random person in the house, I’d probably ignore it. Unfortunately, this is the only notification experience for Gemini Home Advanced.

“You cannot turn off the AI description while keeping the base notification,” a Google spokesperson told me. They noted, however, that you can disable person alerts in the app. Those are enabled when you turn on Google’s familiar faces detection.

Gemini often twists reality just a bit instead of creating it from whole cloth. A person holding anything in the backyard is doing yardwork. One person anywhere, doing anything, becomes several people. A dog toy becomes a cat lying in the sun. A couple of birds become a raccoon. Gemini likes to ignore things, too, like denying there was a package delivery even when there’s a video tagged as “person delivers package.”

Gemini misses package

Gemini still refused to admit it was wrong.

Credit: Ryan Whitwam

Gemini still refused to admit it was wrong. Credit: Ryan Whitwam

At the end of the day, Gemini is labeling most clips correctly and therefore produces mostly accurate, if sometimes unhelpful, notifications. The problem is the flip side of “mostly,” which is still a lot of mistakes. Some of these mistakes compel you to check your cameras—at least, before you grow weary of Gemini’s confabulations. Instead of saving time and keeping you apprised of what’s happening at home, it wastes your time. For this thing to be useful, inferential errors cannot be a daily occurrence.

Learning as it goes

Google says its goal is to make Gemini for Home better for everyone. The team is “investing heavily in improving accurate identification” to cut down on erroneous notifications. The company also believes that having people add custom instructions is a critical piece of the puzzle. Maybe in the future, Gemini for Home will be more honest, but it currently takes a lot of hand-holding to move it in the right direction.

With careful tuning, you can indeed address some of Gemini for Home’s flights of fancy. I see fewer deer identifications after tinkering, and a couple of custom instructions have made the Home Brief waste less space telling me when people walk into and out of rooms that don’t exist. But I still don’t know how to prompt my way out of Gemini seeing people in an empty room.

Nest Cam 2025

Gemini AI features work on all Nest cams, but the new 2025 models are “designed for Gemini.”

Credit: Ryan Whitwam

Gemini AI features work on all Nest cams, but the new 2025 models are “designed for Gemini.” Credit: Ryan Whitwam

Despite its intention to improve Gemini for Home, Google is releasing a product that just doesn’t work very well out of the box, and it misbehaves in ways that are genuinely off-putting. Security cameras shouldn’t lie about seeing intruders, nor should they tell me I’m lying when they fail to recognize an event. The Ask Home bot has the standard disclaimer recommending that you verify what the AI says. You have to take that warning seriously with Gemini for Home.

At launch, it’s hard to justify paying for the $20 Advanced Gemini subscription. If you’re already paying because you want the 60-day event history, you’re stuck with the AI notifications. You can ignore the existence of Daily Brief, though. Stepping down to the $10 per month subscription gets you just 30 days of event history with the old non-generative notifications and event labeling. Maybe that’s the smarter smart home bet right now.

Gemini for Home is widely available for those who opted into early access in the Home app. So you can avoid Gemini for the time being, but it’s only a matter of time before Google flips the switch for everyone.

Hopefully it works better by then.

Photo of Ryan Whitwam

Ryan Whitwam is a senior technology reporter at Ars Technica, covering the ways Google, AI, and mobile technology continue to change the world. Over his 20-year career, he’s written for Android Police, ExtremeTech, Wirecutter, NY Times, and more. He has reviewed more phones than most people will ever own. You can follow him on Bluesky, where you will see photos of his dozens of mechanical keyboards.

“Unexpectedly, a deer briefly entered the family room”: Living with Gemini Home Read More »

leaker-reveals-which-pixels-are-vulnerable-to-cellebrite-phone-hacking

Leaker reveals which Pixels are vulnerable to Cellebrite phone hacking

Cellebrite leak

This blurry screenshot appears to list which Pixel phones Cellebrite devices can hack.

Credit: rogueFed

This blurry screenshot appears to list which Pixel phones Cellebrite devices can hack. Credit: rogueFed

At least according to Cellebrite, GrapheneOS is more secure than what Google offers out of the box. The company is telling law enforcement in these briefings that its technology can extract data from Pixel 6, 7, 8, and 9 phones in unlocked, AFU, and BFU states on stock software. However, it cannot brute-force passcodes to enable full control of a device. The leaker also notes law enforcement is still unable to copy an eSIM from Pixel devices. Notably, the Pixel 10 series is moving away from physical SIM cards.

For those same phones running GrapheneOS, police can expect to have a much harder time. The Cellebrite table says that Pixels with GrapheneOS are only accessible when running software from before late 2022—both the Pixel 8 and Pixel 9 were launched after that. Phones in both BFU and AFU states are safe from Cellebrite on updated builds, and as of late 2024, even a fully unlocked GrapheneOS device is immune from having its data copied. An unlocked phone can be inspected in plenty of other ways, but data extraction in this case is limited to what the user can access.

The original leaker claims to have dialed into two calls so far without detection. However, rogueFed also called out the meeting organizer by name (the second screenshot, which we are not reposting). Odds are that Cellebrite will be screening meeting attendees more carefully now.

We’ve reached out to Google to inquire about why a custom ROM created by volunteers is more resistant to industrial phone hacking than the official Pixel OS. We’ll update this article if Google has anything to say.

Leaker reveals which Pixels are vulnerable to Cellebrite phone hacking Read More »

affinity’s-image-editing-apps-go-“freemium”-in-first-major-post-canva-update

Affinity’s image-editing apps go “freemium” in first major post-Canva update

When graphic design platform-provider Canva bought the Affinity image-editing and publishing apps early last year, we had some major questions about how the companies’ priorities and products would mesh. How would Canva serve the users who preferred Affinity’s perpetually licensed apps to Adobe’s subscription-only software suite? And how would Affinity’s strong stance against generative AI be reconciled with Canva’s embrace of those technologies.

This week, Canva gave us definitive answers to all of those questions: a brand-new unified Affinity app that melds the Photo, Designer, and Publisher apps into a single piece of software called “Affinity by Canva” that is free to use with a Canva user account, but which gates generative AI features behind Canva’s existing paid subscription plans ($120 a year for individuals).

This does seem like mostly good news, in the near to mid term, for existing Affinity app users who admired Affinity’s anti-AI stance: All three apps’ core features are free to use, and the stuff you’re being asked to pay for is stuff you mostly don’t want anyway. But it may come as unwelcome news for those who like the predictability of pay-once-own-forever software or are nervous about where Canva might draw the line between “free” and “premium” features down the line.

The new Affinity app (also labeled internally as version 3) is available for both the x86 and Arm versions of Windows and as a universal app that will run natively on both Apple Silicon and Intel Macs. The app supports macOS versions going back to 10.15 Catalina and Windows 11, as well as the later releases of Windows 10. An iPad release to replace Affinity’s older iPad apps is “coming soon.”

“For ten years, Affinity has been the tool of choice for professionals who care deeply about craft,” wrote Affinity CEO Ash Hewson in a post announcing the update. “Designers who value precision, speed, and control, and who expect their tools to keep up. Now, that legacy enters a new chapter. The all-new Affinity was built in close collaboration with its community of creators, shaped by thousands of conversations, feature requests, and shared ideas. Guided by Canva’s Designer Advisory Board, this release reflects what professionals told us matters most: performance, reliability, and creative freedom.”

Affinity’s image-editing apps go “freemium” in first major post-Canva update Read More »