Apple’s Siri AI will be powered by Gemini

Apple has confirmed reports that it will use Google Gemini’s models to help it power the new version of Siri and other generative AI features. “After careful evaluation, we determined that Google’s technology provides the most capable foundation for Apple Foundation Models and we’re excited about the innovative new experiences it will unlock for our users,” Apple said, according to CNBC. The outlet reported that Apple and Google have a multi-year agreement in place.

This story is developing; please refresh for updates…

This article originally appeared on Engadget at https://www.engadget.com/ai/apples-siri-ai-will-be-powered-by-gemini-153636649.html?src=rss

Lenovo Leads PC Market Boom As Shipments Rebound But Will 2026 Be A Bust?

Lenovo Leads PC Market Boom As Shipments Rebound But Will 2026 Be A Bust?
Panic over soaring memory costs in the second half of last year didn’t stop the PC market from rebounding in a big way, with global shipments of desktops, laptops, and workstations surging 10.1% to 59 75 million units in the fourth quarter of 2025, according to Omdia. The last-quarter surge propelled the full-year tally to 279.5 million units

10 Hacks Every Apple TV User Should Know

Like many Apple devices, your Apple TV works pretty well right out of the box. You plug it in, download your favorite streaming services, and you’re off—while much of your data stays put. But while this is a perfectly fine way to watch shows and movies, there are things you can (and should) change to make your Apple TV work even better. Here are 10 such hacks every Apple TV owner should consider using:

Disable the fullscreen profile selector

New profile selector for Apple TV.

Credit: Apple

The first time I booted up my Apple TV after updating to tvOS 26, I was greeted with a full-screen profile selector. I soon found out I have to deal with this screen every time I turn on my Apple TV. For a large household that wants separate recommendations and history, that might make sense. But for my TV, choosing my profile instead my wife’s every single time is more of an annoyance.

If you’re in the same boat, you can disable this screen from Settings > Profile and Accounts. Here, disable the Choose Profile on Wake option. Disabling this feature doesn’t delete the profiles: You can still switch between them using the Power button.

Remap the TV button back to Home

Any time I set up a new Apple TV (or end up resetting mine), this is the setting I change first. For a couple of years, pressing the TV button on the Apple TV remote opens the TV app, instead of taking you back home. To go back to the Home screen, you have to press and hold the TV button instead. Annoying. Thankfully, there is a setting to change this. Go to Settings > Remotes and Devices > TV Button, and switch to Home Screen. Now, pressing the TV button will take you home instead.

Disable auto-playing videos in all your apps

If the Apple TV app is your go-to for TV and movies, there’s an easy way to disable autoplaying videos. Go to Settings > Accessibility > Motion > Auto-Play Video Previews > Off.

While this is the only app that has this setting built into your Apple TV, you can disable autoplaying videos for your other apps too, such as for Netflix and Prime. While each service has its own way of disabling auto-playing videos, you’ll likely find similar solutions for each. To change this setting for Netflix and Prime Video, for example, you’ll have to use their respective websites. Open the Netflix website, click on the Profile icon, go to Manage Profiles, choose a profile, and then click Playback Settings. Next, disable Autoplay previews. Then, log out of your account on Apple TV and log in again to see the update. For Prime video, click the Profile Icon, go to Account & Settings > Player and turn the Autoplay video and live events feature Off.

Make the Apple TV remote easy for everyone

I like the touchpad gesture on the Apple TV. Swiping on it is second nature to me. But whenever my parents use the Apple TV remote they always struggle with it. They prefer the D-pad buttons for moving around, but always send up swiping on the touchpad accidentally. If you have kids or elderly using the Apple TV remote often, you might want to disable the gesture altogether.

Go to Settings > Remote and Devices > Clickpad, and switch to Click Only. Now, the center button will operate as a regular Click or “OK” button, but you won’t be able to use it as a touchpad, which should cut down on some confusion.

Control Apple TV from your iPhone or Apple Watch

Controlling Apple TV from Apple Watch.

Credit: Khamosh Pathak

It’s way too easy to lose your Apple TV remote, but, luckily, you don’t actually need it. If you have your iPhone nearby, or if you’re wearing your Apple Watch, you can control your Apple TV directly from your Apple devices. On your iPhone, open Control Center, then tap the Apple TV remote button. If you don’t see it, tap and hold the empty part of Control Center to edit the layout. Here, search for and add the Apple TV control. If you’re on the same network, you will see your Apple TV listed here. The first time you connect, you might need to authenticate with a code. Once enabled, you can control playback and navigate the device from your iPhone.

It’s the same story on the Apple Watch too, but here, it’s a dedicated app. Open the Remote app from your Apple Watch, select the Apple TV around you, and start controlling it.

Use HomePods or any AirPlay speakers as the default output

AirPods as default speakers for Apple TV.

Credit: Apple

Did you know you can use a HomePod or any AirPlay-enabled speakers as the default media output for your Apple TV? If you have two wireless speakers, they can even default as a stereo pair. And since HomePods are always paired to your Apple TV, you won’t have to change the sound output every single time you start watching something.

To set this up on your Apple TV, go to Settings > Video and Audio > Audio Output and then choose the HomePod or the stereo pair as the default output. If you have two HomePods, you’ll first need to set them up a stereo pair from the Home app on your iPhone (follow Apple’s instructions here).

Use AirPods with your Apple TV

AirPods on Apple TV

Credit: Apple

If you want to watch something at night without waking up your entire family, you should use your AirPods with your Apple TV. As with other Apple devices, AirPods are tightly integrated with Apple TV software. You’ll just need to connect them from Settings > Remotes and Devices > Bluetooth first.

The next time you put them on, you’ll see a suggestion from Apple TV to connect to your AirPods automatically. From here, press and hold the TV/Home button, and they’ll connect. You can also use Control Center to quickly switch audio output to AirPods or any Bluetooth audio source. Open Control Center using the Power button, then select the audio output button.

Force quit apps that are bothering you

App switcher on Apple TV

Credit: Apple

Apple TV is like any other device you own. As such, there are times when a tvOS app misbehaves or gets stuck. For me, it’s usually Netflix. Instead of waiting around to fix the mess, you can force-quit an app just like you can on the iPhone. Double-press the TV button to open the app switcher. Then, swipe up on an app to close it. Relaunch the app to fix common issues like audio lag, buffering, and playback issues.

Speed up animations on older Apple TVs

Apple TV is a powerful piece of hardware, but if you’re using an older one, sometimes it can start to lag. Go to Settings > Accessibility > Notion and enable the Reduce Motion feature to speed up animations. This way, at least the Apple TV will feel snappier, as you won’t have to wait for elaborate animations.

Disable annoying notifications when you’re watching something

Disabling FaceTime calls on Apple TV.

Credit: Khamosh Pathak

As far as I’m concerned, your TV shouldn’t notify you about anything. Apple TV, however, notifies you about things like incoming phone and FaceTime calls, Home app updates from your webcam setup, and workout notifications from the Fitness app. To disable them, head to Settings > Notifications, then disable alerts for any and all apps. If you don’t want to turn off notifications entirely, you can always press the Power button once to open Control Center and flip on Do Not Disturb.

Additionally, you can disable call notifications from your iPhone itself. Go to Settings > Phone > Calls on Other Devices and disable the Apple TV option.

US President Calls for 10% Credit Card Interest Cap, Banks Push Back

President Donald Trump revived a campaign pledge Friday night by calling for a one-year, 10% cap on credit card interest rates, a proposal that banking groups immediately opposed despite the industry’s heavy donations to his 2024 campaign and support for his second-term agenda.

Trump posted on Truth Social that he hoped the cap would be in place by January 20, one year after he took office, though he did not specify whether it would come through executive action or legislation.

Americans currently pay between 19.65% and 21.5% interest on credit cards on average and carry roughly $1.23 trillion in credit card debt, according to the New York Federal Reserve. Researchers found that a 10% cap would save Americans roughly $100 billion in interest annually. The American Bankers Association warned that such a cap “would only drive consumers toward less regulated, more costly alternatives.”


Read more of this story at Slashdot.

NASA topples towers used to test Saturn rockets, space shuttle

Two historic NASA test facilities used in the development of the Saturn V and space shuttle launch vehicles have been demolished after towering over the Marshall Space Flight Center in Alabama since the start of the Space Age.

The Propulsion and Structural Test Facility, which was erected in 1957—the same year the first artificial satellite entered Earth orbit—and the Dynamic Test Facility, which has stood since 1964, were brought down by a coordinated series of implosions on Saturday (Jan. 10). Located in Marshall’s East Test Area on the US Army’s Redstone Arsenal in Huntsville, the two structures were no longer in use and, according to NASA, had a backlog of $25 million in needed repairs.

“This work reflects smart stewardship of taxpayer resources,” said Jared Isaacman, NASA administrator, in a statement. “Clearing outdated infrastructure allows NASA to safely modernize, streamline operations and fully leverage the infrastructure investments signed into law by President Trump to keep Marshall positioned at the forefront of aerospace innovation.”

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Instagram Denies Breach After 17 Million Account Leak Sparks Panic

Instagram Denies Breach After 17 Million Account Leak Sparks Panic
A massive database purportedly containing the personal information of over 17 million Instagram users has surfaced on a popular hacking forum, sparking widespread concern over the security of the social media giant’s infrastructure. Meta denies this “leak” is anything to be concerned about and says it’s merely from a compilation of older data.

Forum

Meta appoints ex-Trump and Bush official as its new president and vice chairman

Meta has appointed Dina Powell McCormick, a banking executive and former Republican White House official, as its new president and vice-chairman. The company said McCormick will help guide its overall strategy and execution as a part of the management team.

“Dina’s experience at the highest levels of global finance, combined with her deep relationships around the world, makes her uniquely suited to help Meta manage this next phase of growth as the company’s president and vice chairman,” said Meta Founder and CEO Mark Zuckerberg.

McCormick was a partner at Goldman Sachs and ran its Global Sovereign investment banking business. She was most recently vice chair, president and head of global client services at merchant bank BDT & MSD Partners. McCormick was also deputy national security advisor to President Donald Trump during his first term and held several roles during the George W. Bush administration, including assistant secretary of state for Secretary of State Condoleezza Rice. She is married to Sen. Dave McCormick (R-PA).

Meta’s new president joined the company’s board last April, but she resigned in December. Just a few weeks later, McCormick has taken on a higher-profile role at Meta. 

McCormick is the second former Trump official that Meta has appointed to a prominent role this month. Last week, the company hired Curtis Joseph Mahoney, who was most recently a corporate vice president and general counsel at Microsoft, as its chief legal officer. Mahoney was a deputy US trade representative during the first Trump administration.

This article originally appeared on Engadget at https://www.engadget.com/big-tech/meta-appoints-ex-trump-and-bush-official-as-its-new-president-and-vice-chairman-151048263.html?src=rss

Cloudflare Threatens Italy Exit After $16.3M Fine For Refusing Piracy Blocks

Cloudflare CEO Matthew Prince has threatened to withdraw free cybersecurity services from Italy’s Milano-Cortina Winter Olympics and potentially exit the country after Italy’s telecommunications regulator fined the company approximately 14 million euros for failing to comply with anti-piracy blocking orders. The penalty equals 1% of Cloudflare’s global annual revenue but exceeds twice what the company earned from Italy in 2024.

Prince called Italy’s Autorita per le Garanzie nelle Comunicazioni a “quasi-judicial body” administering a “scheme to censor the Internet” on behalf of “a shadowy cabal of European media elites.” The fine stems from Cloudflare’s refusal to comply with Italy’s Piracy Shield law, which requires internet service providers and DNS operators to block sites within 30 minutes of receiving blocking requests from copyright holders. Prince said Cloudflare may discontinue free services for Italian users, remove servers from Italian cities and cancel plans to build an Italian office.


Read more of this story at Slashdot.

Nintendo’s First Colorful Joy-Con Refresh For Switch 2 Is Up For Preorder

Nintendo's First Colorful Joy-Con Refresh For Switch 2 Is Up For Preorder
Switch 2 owners now have access to Nintendo’s first alternate color scheme for its Joy-Con 2 controllers. For those looking to change things up, Nintendo and its retail partners are now offering a set of Joy-Con 2 controllers in light purple (left Joy-Con 2) and light green (right Joy-Con 2). However, like the original red and blue Joy-Con

Samsung’s Flagship 4K QD-OLED Gaming Monitor Is $540 Off Right Now

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Among OLED gaming monitors, the Odyssey G8 is in the top tier, offering a 32-inch 4K QD-OLED panel with 3840 x 2160 resolution, a blistering 240Hz refresh rate, and near-instant 0.03 ms (GtG) response time. But previous models were held back because of its Tizen OS—while marketed as a monitor, Odyssey was really a TV in disguise. With the new G81SF model, Samsung has finally fixed it, returning the G8 to a proper monitor setup. And Woot is currently offering the 32-inch model at a deep discount: $769.99, $540 off the $1299.99 retail price.

The removal of the Tizen OS means no software bloat, and no waiting for the TV menu to boot up before shifting to your desktop. You do lose out on the built-in speakers, but it’s a worthy sacrifice.

The monitor features an RGB ring at the back, with its CoreSync feature creating an ambient lighting effect by projecting the on-screen colors onto the wall behind the monitor. There’s also fan-less cooling via a pulsating heat pump, which allows it to run completely silently and without a fan, while reducing burn-in risk. These are critical features in high-end QD-OLED displays. (You also get a large array of ports. Two HDMI 2.1 ports, one DisplayPort 1.4 port, USB-A hub, and a headphone jack.)

In its review of the earlier model with the Tizen OS, PCMag gave it a 4-star “Excellent” rating, and the display panel and specs remain the same in the model currently on sale. According to PCMag’s expert review, “Rocking a full 4K resolution (3,840 by 2,160 pixels) at a maximum 240Hz refresh rate, the monitor looks fantastic and plays even better… [It] excels for gaming and does everything else to a very high standard too.” It’s a good buy, especially at this price.

The JBL Endurance Peak 3 Earphones Are 40% Off Right Now

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When you’re working out or running, finding secure-fitting earbuds is a challenge. JBL has a solution in the form of their JBL Endurance Peak 3 earbuds, and Amazon is discounting them to $59.95 (down from $99.99), the lowest price we’ve seen.

The JBL Endurance Peak 3 is the antithesis to the AirPods. They feature a “Powerhook” design that loops over your ear to keep them in place, no matter how intense your movements are. The earbuds also have a long battery life. You get 50 hours of total playtime, and the buds themselves last 10 hours each charge cycle. And being a fitness focused earbud, they aren’t just sweat-resistant; they are fully waterproof. Thanks to the IP68 rating, they can survive submersion in salt or fresh water up to 1.5 meters for 30 minutes, making them durable enough for surfing or rinsing off in the sink.

The JBL sound is also tuned for workouts. The 10mm delivers, rich, bass-heavy sound to keep your adrenaline up. And they are a lot safer to wear while running outdoors. JBL has an Ambient Aware feature that lets background noises in, and you can speak with people without taking them off.

PCMag gave the Endurance Peak 3 a 4-star “Excellent” rating and an Editor’s Choice award, praising them specifically for their rugged utility. According to PCMag, “JBL’s Endurance Peak 3 earphones are a fantastic option for fitness fanatics. Their bass-forward sound signature makes them ideal for motivating your workouts, their in-ear fit is exceptionally secure, and a best-in-class IP68 rating means you don’t have to worry about dust and water exposure.”

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Micron Defends AI Pivot And Rejects Claim It Abandoned Consumer Market

Micron Defends AI Pivot And Rejects Claim It Abandoned Consumer Market
As far as Micron is concerned, the prevailing narrative about its recent strategy shift to focus more heavily on AI customers gets one *ahem* Crucial detail wrong. Actually more than one, though the biggest misconception from Micron’s vantage point is that it’s abandoning the consumer market in favor of AI, when in reality it’s simply serving

Meta closes 550,000 accounts to comply with Australia’s kids social media ban

To comply with Australia’s under-16 social media ban, Meta said on Medium that it has shut down nearly 550,00 accounts. That number includes 330,000 Instagram, 173,000 Facebook and 40,000 Threads accounts deemed to belong to children. “Ongoing compliance with the law will be a multi-layered process that we will continue to refine, though our concerns about determining age online without an industry standard remain,” the company wrote. 

Australia’s minimum age social media ban, the first of its kind in the world for a democracy, went into effect on December 10. The ten platforms affected, including Facebook, Instagram, TikTok, Snapchat, X, Reddit and Twitch, must bar underage users or face a fine of up to $AUD 49.5 million ($33 million). Platforms are using a variety of means to determine age, including age inference based on activity and selfies.

Some of those platforms aren’t taking the ban lying down. Reddit, which launched a lawsuit against the Australian government, argued that it shouldn’t have been included in the ban since it isn’t a social media site, while adding that it comes with some “serious privacy and political expression issues” for users.

Meta also expressed its opposition to the ban, citing a number of factors. It says taking social media out of the hands of teens can isolate them from getting support from online communities, and that the ban is only driving them to “less regulated parts of the internet.” It also sites inconsistent age verification methods and a lack of interest in compliance from teens and parents. 

However, the fact that Meta has removed almost 550,000 accounts just a month after the ban took affect shows that it is also affecting the company’s bottom line. And Meta doesn’t have a sterling record when it comes to teen safety, having previously downplayed the frequency of harm to children. 

This article originally appeared on Engadget at https://www.engadget.com/social-media/meta-closes-550000-accounts-to-comply-with-australias-kids-social-media-ban-130041356.html?src=rss

Linux Hit a New All-Time High for Steam Market Share in December

A year ago the Steam Survey showed a 2.29% marketshare for Linux. Last May it reached 2.69%, its highest level since 2018. November saw another all-time high of 3.2%.

But December brought a surprise, reports Phoronix:
Back on the 1st Valve published the Steam Survey results for December 2025 and they put the Linux gaming marketshare at 3.19%, a 0.01% dip from November. But now the December results have been revised… [and] put the Linux marketshare at 3.58%, a 0.38% increase over November. Valve didn’t publish any explanation for the revision but occasionally they do put out monthly revised data. This is easily an all-time high… both in percentage terms and surely in absolute terms too.


Read more of this story at Slashdot.

Malaysia and Indonesia are the first to block Grok following CSAM scandal

Malaysia and Indonesia are the first countries to block Grok, claiming that X’s chatbot does not have sufficient safeguards in place to prevent explicit AI-generated deepfakes of women and children from being created and disseminated on X. Indonesia temporarily blocked access to Grok on Saturday, as did Malaysia on Sunday, the Associated Press reports. Meanwhile, UK media regulator Ofcom has opened a formal investigation into X under the Online Safety Act.

“The government sees non-consensual sexual deepfakes as a serious violation of human rights, dignity and the safety of citizens in the digital space,” Indonesia’s Communication and Digital Affairs Minister Meutya Hafid said in a statement. Officials in the country said initial findings showed that Grok lacks effective controls to prevent users from creating and sharing sexually explicit deepfakes based on photos of Indonesian residents. The country’s director general of digital space supervision, Alexander Sabar, said generating deepfakes can violate individuals’ image and privacy rights when photos are shared or manipulated without consent, adding that they can lead to reputational, social and psychological harm.

The Malaysian Communications and Multimedia Commission cited “repeated misuse” of Grok to generate explicit and non-consensual deepfakes, some of which involved women and children. The regulator said Grok will remain blocked in the country until X Corp and parent xAI establish strong enough safeguards.

Ofcom’s investigation will focus on whether X has “has complied with its duties to protect people in the UK from content that is illegal in the UK.” That includes whether X is taking appropriate measures to prevent its UK users from seeing “priority” illegal content, such as CSAM and non-consensual intimate images; if the platform is removing illegal content quickly after becoming aware of it; and whether X carried out an updated risk assessment before making “any significant changes” to the platform. The probe will also consider whether X assessed the risk that its platform poses to UK children and if it has ”highly effective age assurance to protect UK children from seeing pornography.”

The regulator said it contacted X on January 5 and received a response by its January 9 deadline. Ofcom is conducting an “expedited assessment of available evidence as a matter of urgency” and added that it has asked xAI for “urgent clarification” on the steps the company is taking to protect UK users.

“Reports of Grok being used to create and share illegal non-consensual intimate images and child sexual abuse material on X have been deeply concerning,” an Ofcom spokesperson said. “Platforms must protect people in the UK from content that’s illegal in the UK, and we won’t hesitate to investigate where we suspect companies are failing in their duties, especially where there’s a risk of harm to children. We’ll progress this investigation as a matter of the highest priority, while ensuring we follow due process. As the UK’s independent online safety enforcement agency, it’s important we make sure our investigations are legally robust and fairly decided.”

If Ofcom deems that a company has broken the law, it can “require platforms to take specific steps to come into compliance or to remedy harm caused by the breach.” The regulator can additionally impose fines of up to £18 million ($24.3 million) or 10 percent of “qualifying” worldwide revenue, whichever of the two figures is higher. It can also seek a court order to stop payment providers or advertisers from working with a platform, or to require internet service providers to block a site in the UK. The UK government has said it would back any action that Ofcom takes against X.

Reports over the weekend suggested that the UK had held discussions with allies over a coordinated response to Grok-generated deepfakes. Regulators elsewhere, including in India and the European Union, are also investigating X.

Last week, Grok started telling X users that its image generation and editing tools were being limited to paying subscribers. But as of Monday it was still possible for non-paying users to generate images through the Grok tab on the X website and app. 

This article originally appeared on Engadget at https://www.engadget.com/big-tech/malaysia-and-indonesia-are-the-first-to-block-grok-following-csam-scandal-120000534.html?src=rss

The most fascinating monitors at CES 2026

CES 2026 took place in Las Vegas last week, and as usual, we’re looking at the most interesting monitors from the show. Not every display is a monitor in the strictest sense, but they all provide a display for computers and have a unique twist that make them worth exploring.

Dell’s massive UltraSharp

Dell UltraSharp 52 Thunderbolt Hub Monitor in an office
Dell’s biggest UltraSharp has a 21:9 aspect ratio.
Credit:
Dell

It was a pretty safe bet that Dell would announce new UltraSharp monitors at CES. The displays are a solid recommendation for reliable USB-C monitors, including for Mac users and people needing something polished for professional or creative work. In recent years, UltraSharp monitors have also boasted more modern features, including integrated web cameras and IPS Black tech.

This year, the strategy was clear: Bigger is better.

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Ubisoft Closes Game Studio Where Workers Voted to Unionize Two Weeks Ago

Ubisoft announced Wednesday it will close its studio in Halifax, Nova Scotia — two weeks after 74% of its staff voted to unionize.

This means laying off the 71 people at the studio, reports the gaming news site Aftermath:

[Communications Workers of America’s Canadian affiliate, CWA Canada] said in a statement to Aftermath the union will “pursue every legal recourse to ensure that the rights of these workers are respected and not infringed in any way.” The union said in a news release that it’s illegal in Canada for companies to close businesses because of unionization. That’s not necessarily what happened here, according to the news release, but the union is “demanding information from Ubisoft about the reason for the sudden decision to close.”

“We will be looking for Ubisoft to show us that this had nothing to do with the employees joining a union,” former Ubisoft Halifax programmer and bargaining committee member Jon Huffman said in a statement. “The workers, their families, the people of Nova Scotia, and all of us who love video games made in Canada, deserve nothing less….”

Before joining Ubisoft, the studio was best known for its work on the Rocksmith franchise; under Ubisoft, it focused squarely on mobile games.

Ubisoft Halifax was quickly removed from the Ubisoft website on Wednesday…


Read more of this story at Slashdot.

How Long Does It Take to Fix Linux Kernel Bugs?

An anonymous reader shared this report from It’s FOSS:

Jenny Guanni Qu, a researcher at [VC fund] Pebblebed, analyzed 125,183 bugs from 20 years of Linux kernel development history (on Git). The findings show that the average bug takes 2.1 years to find. [Though the median is 0.7 years, with the average possibly skewed by “outliers” discovered after years of hiding.] The longest-lived bug, a buffer overflow in networking code, went unnoticed for 20.7 years! [But 86.5% of bugs are found within five years.]
The research was carried out by relying on the Fixes: tag that is used in kernel development. Basically, when a commit fixes a bug, it includes a tag pointing to the commit that introduced the bug. Jenny wrote a tool that extracted these tags from the kernel’s git history going back to 2005. The tool finds all fixing commits, extracts the referenced commit hash, pulls dates from both commits, and calculates the time frame. As for the dataset, it includes over 125k records from Linux 6.19-rc3, covering bugs from April 2005 to January 2026. Out of these, 119,449 were unique fixing commits from 9,159 different authors, and only 158 bugs had CVE IDs assigned.
It took six hours to assemble the dataset, according to the blog post, which concludes that the percentage of bugs found within one year has improved dramatically, from 0% in 2010 to 69% by 2022. The blog post says this can likely be attributed to:

The Syzkaller fuzzer (released in 2015)
Dynamic memory error detectors like KASAN, KMSAN, KCSAN sanitizers
Better static analysis
More contributors reviewing code

But “We’re simultaneously catching new bugs faster AND slowly working through ~5,400 ancient bugs that have been hiding for over 5 years.”

They’ve also developed an AI model called VulnBERT that predicts whether a commit introduces a vulnerability, claiming that of all actual bug-introducing commits, it catches 92.2%. “The goal isn’t to replace human reviewers but to point them at the 10% of commits most likely to be problematic, so they can focus attention where it matters…”


Read more of this story at Slashdot.

Amazon’s AI Tool Listed Products from Small Businesses Without Their Knowledge

Bloomberg reports on Amazon listings “automatically generated by an experimental AI tool” for stores that don’t sell on Amazon.

Bloomberg notes that the listings “didn’t always correspond to the correct product”, leaving the stores to handle the complaints from angry customers:

Between the Christmas and New Year holidays, small shop owners and artisans who had found their products listed on Amazon took to social media to compare notes and warn their peers… In interviews, six small shop owners said they found themselves unwittingly selling their products on Amazon’s digital marketplace. Some, especially those who deliberately avoided Amazon, said they should have been asked for their consent. Others said it was ironic that Amazon was scouring the web for products with AI tools despite suing Perplexity AI Inc.for using similar technology to buy products on Amazon… Some retailers say the listings displayed the wrong product image or mistakenly showed wholesale pricing. Users of Shopify Inc.’s e-commerce tools said the system flagged Amazon’s automated purchases as potentially fraudulent…

In a statement, Amazon spokesperson Maxine Tagay said sellers are free to opt out. Two Amazon initiatives — Shop Direct, which links out to make purchases on other retailers’ sites, and Buy For Me, which duplicates listings and handles purchases without leaving Amazon — “are programs we’re testing that help customers discover brands and products not currently sold in Amazon’s store, while helping businessesâreach new customers and drive incremental sales,” she said in an emailed statement. “We have received positive feedback on these programs.” Tagay didn’t say why the sellers were enrolled without notifying them. She added that the Buy For Me selection features more than 500,000 items, up from about 65,000 at launch in April.

The article includes quotes from the owners of affected businesses.

A one-person company complained that “If suddenly there were 100 orders, I couldn’t necessarily manage. When someone takes your proprietary, copyrighted works, I should be asked about that. This is my business. It’s not their business.”
One business owner said “I just don’t want my products on there… It’s like if Airbnb showed up and tried to put your house on the market without your permission.”
One business owner complained “When things started to go wrong, there was no system set up by Amazon to resolve it. It’s just ‘We set this up for you, you should be grateful, you fix it.'” One Amazon representative even suggested they try opening a $39-a-month Amazon seller account.


Read more of this story at Slashdot.

Finnish Startup IXI Plans New Autofocusing Eyeglasses

An anonymous reader shared this report from CNET:

Finland-based IXI Eyewear has raised more than $40 million from investors, including Amazon, to build glasses with adaptive lenses that could dynamically autofocus based on where the person wearing them is looking. In late 2025, the company said it had developed a glasses prototype that weighs just 22 grams. It includes embedded sensors aimed at the wearer’s eyes and liquid crystal lenses that respond accordingly. According to the company, the autofocus is “powered by technology hidden within the frame that tracks eye movements and adjusts focus instantly — whether you’re looking near or far…”

iXI told CNN in a story published on Tuesday that it expects to launch its glasses within the next year. It has a waitlist for the glasses on its website, but has not said in what regions they’ll be available…

This type of technology is also being pursued by Japanese startups Elcyo and Vixion. Vixion already has a product with adaptive lenses embedded in the middle of the lenses (they do not resemble standard glasses).

CNET spoke to optometrist Meenal Agarwal, who pointed out that besides startup efforts, there have also been research prototypes like Stanford’s autofocal glasses.
“But none have consumer-ready, lightweight glasses in the market yet.”

CNN reports on the 75-person company’s product, noting that “By using a dynamic lens, IXI does away with fixed magnification areas.”

“Modern varifocals have this narrow viewing channel because they’re mixing basically three different lenses,” said Niko Eiden, CEO of IXI… So, there are areas of distortion, the sides of the lenses are quite useless for the user, and then you really have to manage which part of this viewing channel you’re looking at.” The IXI glasses, Eiden said, will have a much larger “reading” area for close-up vision — although still not as large as the entire lens — and it will also be positioned “in a more optimal place,” based on the user’s standard eye exam. But the biggest plus, Eiden added, is that most of the time, the reading area simply disappears, leaving the main prescription for long distance on the entire lens. “For seeing far, the difference is really striking, because with varifocals you have to look at the top part of the lens in order to see far. With ours, you have the full lens area to see far…”

The new glasses won’t come without drawbacks, Eiden admits: “This will be yet another product that you need to charge,” he said. Although the charging port is magnetic and cleverly hidden in the temple area, overnight charging will be required… Another limitation is that more testing is required to make the glasses safe for driving, Eiden said, adding that in case of a malfunction of the electronics or the liquid crystal area, the glasses are equipped with a failsafe mode that shuts them down to the base state of the main lens, which would usually be distance vision, without creating any visual disturbances.


Read more of this story at Slashdot.