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The best VPN services of 2025: Expert tested and reviewed

Virtual private networks (VPNs) encrypt your data and hide your IP address. But there is far more to VPNs than that: they are essential tools to stop others from spying on your online activities, and they can help protect your sensitive information from theft. A VPN is vital when you are traveling or when you have to use public Wi-Fi networks. They forge an encrypted tunnel between your device and the service you are trying to access, which can prevent eavesdropping and stop you from being so e

How test-time scaling unlocks hidden reasoning abilities in small language models (and allows them to outperform LLMs)

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Very small language models (SLMs) can outperform leading large language models (LLMs) in reasoning tasks, according to a new study by Shanghai AI Laboratory. The authors show that with the right tools and test-time scaling techniques, an SLM with 1 billion parameters can outperform a 405B LLM on complicated math benchmarks. The ability to deploy SLMs in complex reasoni

Netflix hops aboard Sifu movie adaptation, assigns a screenwriter

Derek Kolstad is out, but there's still a tie to the John Wick universe. We learned in December 2022 that a production company had signed on to turn Sloclap's excellent martial arts game Sifu into a film. Today, the news dropped that Netflix is involved with the project, which seems to have caused some personnel shuffling behind the scenes. The initial announcement saw Story Kitchen, which has since amassed a huge catalog of video game adaptations, securing a treatment of Sifu with John Wick c

Most People Still Aren’t Happy With Their Internet, but It’s Not All Bad

The American Customer Satisfaction Index released its annual survey, based on over 25,000 customer interviews, revealing how we really feel about our internet service providers. The good news for ISPs -- things are trending up. Overall, ISPs scored 71 on the ACSI's 100-point scale -- an increase of three points over 2023 and the highest score since the ACSI started measuring ISPs in 2013. The not-so-good news? Internet service providers still rank at the bottom of the index, just ahead of subscr

Building semiconductor plants in the US takes twice as long, costs twice as much as in Taiwan

The big picture: The U.S. and many Western markets are simply not as efficient as Taiwan in building semiconductor fabrication (fab) operations. According to reports, 18 new fab construction projects are planned for 2025 alone, making it crucial to address these challenges. The West must streamline fab construction processes to catch up with the well-established semiconductor ecosystems of Taiwan and other Asian manufacturing hubs. TSMC encountered significant challenges when it began construct

New Windows 11 preview build improves privacy for European users

In a nutshell: Microsoft recently announced a new Windows 11 Insider Preview Build for the Dev and Beta Channels, providing beta testers with new features and privacy-abiding changes. Redmond uses Insider builds to test potentially disruptive changes to Windows, so we will have to wait to see if these improvements will become permanently added to upcoming stable Windows releases. The Windows 11 Insider Preview Build 26120.3281 (KB5052086) removes the Location History API, a feature previously u

Amazon surpasses Walmart in revenue for the first time

Amazon CEO Andy Jassy speaks during the New York Times DealBook Summit in the Appel Room at the Jazz At Lincoln Center in New York City on Nov. 30, 2022. Amazon has dethroned Walmart in quarterly revenue for the first time ever. Amazon said earlier this month that it brought in $187.8 billion in revenue during the fourth quarter. That beat Walmart's sales for the period, which came in at $180.5 billion, the company reported on Thursday. Since 2012, Walmart has held the distinction of being th

OpenInfer raises $8M for AI inference at the edge

OpenInfer has raised $8 million in funding to redefine AI inference for edge applications. It’s the brain child of Behnam Bastani and Reza Nourai, who spent nearly a decade of building and scaling AI systems together at Meta’s Reality Labs and Roblox. Through their work at the forefront of AI and system design, Bastani and Nourai witnessed firsthand how deep system architecture enables continuous, large-scale AI inference. However, today’s AI inference remains locked behind cloud APIs and host

Medical training’s AI leap: How agentic RAG, open-weight LLMs and real-time case insights are shaping a new generation of doctors at NYU Langone

Join our daily and weekly newsletters for the latest updates and exclusive content on industry-leading AI coverage. Learn More Patient data records can be convoluted and sometimes incomplete, meaning doctors don’t always have all the information they need readily available. Added to this is the fact that medical professionals can’t possibly keep up with the barrage of case studies, research papers, trials and other cutting-edge developments coming out of the industry. New York City-based NYU L

YouTube Music just gave its AI playlist maker a revamp

Edgar Cervantes / Android Authority TL;DR A YouTube Music update has turned the “Ask for music any way you like” card into an “Ask for music” carousel. The carousel refreshes throughout the day. There’s a new “Ask any way you like” text field below the carousel. The home feed for the YouTube Music app now looks a little different for Android users. An update has rolled out that changes how “Ask Music” appears in the app. Spotted by 9to5Google, the old “Ask for music any way you like” card t

Fitbit is making it easier to spot when your tracker’s battery is critically low

Kaitlyn Cimino / Android Authority TL;DR Google is rolling out a firmware update for the Fitbit Charge 6, Inspire 3, Sense 2, and Versa 4. It brings four new status indicators that alert you when do not disturb and sleep mode are enabled, the device’s battery is critically low, or it’s disconnected from your phone. The update also includes new Bluetooth security features for the Charge 6 and Inspire 3. Fitbit’s devices are widely regarded as the best fitness trackers on the market thanks to

Save $50 on the already affordable Apple Mac Mini M4

Apple, previously known for its usually overpriced products, now offers some of the most competitive computers around. The perfect example is the Apple Mac Mini M4, which is usually only $599 and leaves almost all competitors in its price range in the dust. Today, you can actually get it for less, thanks to a $50 discount that takes the cost down to $549. Get the Apple Mac Mini M4 for $549 ($50 off) This offer is available from Amazon. The deal is for the base model with an Apple M4 processor,

Topics: apple m4 mac mini price

Your Google Assistant-integrated headphones are losing this convenient hands-free feature

TL;DR Last September, Google disabled automatic Assistant notification reading on the Pixel Buds Pro. Now Google is doing the same for Assistant with all headphones. You can still hear your notifications by manually asking Assistant to read them. Headphones paired with smartphones offer a whole lot more than just a private way to listen to music, and especially when headphones are integrated with Google Assistant, they instantly become powerful tools for interacting with our phones. While you

Deals: M4 Mac mini up to $105 off, M3 MacBook Air $400 off original price, M4 MacBook Pro $1,399, more

All of the day’s best deals on Apple gear are now up for grabs headlined by a rare discount on the latest M4 Mac mini lineup. You’ll find all of the stock configurations marked down at Amazon for the first time in months with offers starting from $549 and up to $105 in savings. We then move over to the MacBook lineup – the latest M3 Airs with 16GB of RAM are now starting from $899, which is $200 off of the new list prices and $400 under the price they fetched before the RAM upgrade, as well as t

Topics: amazon apple m4 new price

Twitch streamers' uploads and highlights can no longer exceed 100 hours

Twitch is putting a cap on how much storage a streamer can take up for their uploads and highlight videos. The streaming service has announced that starting on April 19, all uploads and highlights will count towards a new 100-hour storage limit for each streamer, whether the videos are published or not. To note, the cap doesn't apply to past broadcasts, which are previous livestreams saved to a streamer's account for on-demand viewing, or clips, which are minute-long segments that can be shared

Apple's M4 Mac mini is back on sale for $549

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . While there's a new iPhone that's surely soaking up the attention of many Apple fans, it's often worth keeping an eye on the company's other products as you might find a decent deal. If you've been on the lookout for a discount on the latest Mac mini, you're in luck. The M4 Mac mini is

Topics: m4 mac mini price ve

Chinese hackers use custom malware to spy on US telecom networks

The Chinese state-sponsored Salt Typhoon hacking group uses a custom utility called JumbledPath to stealthily monitor network traffic and potentially capture sensitive data in cyberattacks on U.S. telecommunication providers. Salt Typhoon (aka Earth Estries, GhostEmperor, and UNC2286) is a sophisticated hacking group active since at least 2019, primarily focusing on breaching government entities and telecommunications companies. Recently, the U.S. authorities have confirmed that Salt Typhoon w

Apiiro unveils free scanner to detect malicious code merges

Security researchers at Apiiro have released two free, open-source tools designed to detect and block malicious code before they are added to software projects to curb supply chain attacks. The two tools consist of a comprehensive ruleset for Semgrep and Opengrep designed to detect malicious code patterns with minimal false positives and PRevent, a GitHub-integrated scanner, that detects and alerts on suspicious code in pull requests (PRs). According to Apiiro's security researcher Matan Gilad

Industry analyst predicts iPhones to get 9% price hike amidst US tariffs - and I believe it

Jason Hiner/ZDNET The latest US tariffs imposed by President Donald Trump have put Apple at a bit of a crossroads. With multiple tariffs impacting countries worldwide, including a 10% charge on all imports from China, electronics makers like Apple will soon have to decide if they'll take the brunt of the damage or redirect it to end consumers by increasing the price of goods. That includes the iPhone, iPad, Apple Watch, and more. Also: Apple launches $599 iPhone 16e: Best features, specs, and

The best free tax software of 2025

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

Why your solar-powered power bank isn't as reliable as you think (and what to use instead)

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

The best floodlights for outdoor security of 2025

'ZDNET Recommends': What exactly does it mean? ZDNET's recommendations are based on many hours of testing, research, and comparison shopping. We gather data from the best available sources, including vendor and retailer listings as well as other relevant and independent reviews sites. And we pore over customer reviews to find out what matters to real people who already own and use the products and services we’re assessing. When you click through from our site to a retailer and buy a product or

I tried Google Photos' AI search and it was surprisingly bad - 3 ways to fix it

Sabrina Ortiz/ZDNET One practical use case for AI natural language processing is being able to search your photos with the ease of a conversational prompt. As a result, Google unveiled a feature called Ask Photos last year and started rolling out early access to users via Google Labs in September. The feature finally rolled out to me -- and the results were surprising. I was excited to try it out for myself. Even though I am a long-time iPhone user, I've used Google Photos for about a decade f

Curiosity Mars rover discovers evidence of ripples from ancient Red Planet lake

Today, we know of Mars as a cold, dry desert, with patches of subterranean ice and ice caps at its poles. Billions of years ago, however, liquid water flowed freely across the planet. And, while NASA's various Mars rovers have uncovered signs that such water once existed on Mars , there's perhaps no better evidence of an ice-free, shallow lake than these two sets of ripples in Martian rock. In November 2022, NASA's Curiosity rover imaged the Amapari Marker Band in the foothills of Mount Sharp,

You can’t build a moat with AI (redux)

Last spring, we wrote an article called You can’t build a moat with AI. That post argued that prompt engineering, while important, would be difficult to defend over time given how easy it is to experiment with LLMs. As a result, you have to focus on the quality of data your application has access to and your use of that data to differentiate yourself. Everything we said in that post has held true, but the release of models like DeepSeek R1 and o3-mini have brought the concerns about AI applicat

Customizable HTML Select

Una Kravets Styling form controls like the <select> element has been reported as a top developer pain point for years, and we've been working on a solution. While this work is complex and has taken a long time to get right, we're getting very close to landing this feature. A customizable version of the select element is officially in Stage 2 in the WHATWG, with strong cross-browser interest and a prototype for you to test out from Chrome Canary 130. Try it out and give us your feedback Check

Five Kinds of Nondeterminism

February 19, 2025 Five Kinds of Nondeterminism Or four kinds, or six kinds, I'm not picky about how you count them No newsletter next week, I'm teaching a TLA+ workshop. Speaking of which: I spend a lot of time thinking about formal methods (and TLA+ specifically) because it's where the source of almost all my revenue. But I don't share most of the details because 90% of my readers don't use FM and never will. I think it's more interesting to talk about ideas from FM that would be useful to

After 20 years, math couple solves major group theory problem

After the conjecture was posed in the 1970s, dozens of mathematicians tried their hand at proving it. They made partial progress — and in the process they learned a great deal about groups, which are abstract objects that describe the various symmetries of a mathematical system. But a full proof seemed out of reach. Then Späth came along. Now, 20 years after she first learned about the problem and more than a decade after she met Cabanes, the two mathematicians have finally completed the proof.

Spice86 – A PC emulator for real mode reverse engineering

Spice86 - A PC emulator for real mode reverse engineering Spice86 is a tool to execute, reverse engineer and rewrite real mode DOS programs for which source code is not available. Release are available on Nuget. Pre-releases are also available on the Release page NOTE: This is a port, and a continuation from the original Java Spice86. It requires .NET 8 and runs on Windows, macOS, and Linux. Approach Rewriting a program from only the binary is a hard task. Spice86 is a tool that helps yo

Microsoft’s Satya Nadella Pumps the Breaks on AI Hype

The world has yet to turn any of today’s AI hype and spending into a meaningful lift in the actual economy, says Microsoft CEO Satya Nadella. The comments were made during a podcast interview in which he put a measuring stick on AI’s true impact: Success will be measured through global economic growth rather than arbitrary benchmarks of how well AI programs can complete challenges like obscure math puzzles. Those are interesting in isolation but do not have practical utility. The comments seem