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Notice a weird beauty filter on Shorts? YouTube says it’s on purpose

Joe Maring / Android Authority TL;DR YouTube has been secretly upscaling Shorts by certain creators without their consent. Creators have not been offered any notification or given any option to disable upscaling. The team has clarified that it is using “traditional machine learning” to denoise and unblur videos. YouTube was founded 20 years ago and has gone through significant changes over this period, especially in video quality. More recently, however, it is experimenting with forced upsca

Prepare your wallets: Here’s when Samsung’s Android XR headset could be launching

Lanh Nguyen / Android Authority TL;DR Samsung’s long-awaited Project Moohan XR headset is reportedly launching on September 29 at the next Galaxy Unpacked event. The headset, possibly rebranded as the “Galaxy XR,” is powered by a Snapdragon XR2 Gen 2 SoC and 16 GB of RAM. Its rumored price is between $1,800 and $2,000, making it cheaper than the Apple Vision Pro. Samsung teamed up with Google for its Project Moohan headset on the brand-new Android XR platform. At the beginning of this year,

Paying attention to feature distribution alignment (pun intended)

Intro Yes, I’m making a joke of the tendency to put the words “attention” and “alignment” in any ML paper 😎. Now let’s see how this provocative title is related to our adventures in the land of polynomial features. The Legendre polynomial basis serverd us well in recent posts about polynomial features. One interesting thing we saw in the series is that its orthogonality is, in some sense informativeness. This is because it orthogonal bases produce features, and hence each basis function, in so

Matter Is Finally Ready to Deliver the Smart Home It Promised

Last month's Ikea's announcement of more than 20 new Matter-over-Thread devices felt like a much-needed breakthrough moment for the high-profile smart home standard. If Ikea—a brand with a broad, not necessarily tech-savvy customer base—is all-in on Matter, have we finally arrived at the smart home utopia that was first promised back in late 2019? It was then, amid growing frustrations from users around smart home compatibility, that tech giants including Apple, Amazon, Google, and Samsung form

Spotify launches a messaging feature in a bid to become more social

Spotify is introducing a way for you to chat with your friends in a bid to become a more social content consumption app. Users have shared Spotify links for music and podcasts with others outside the platform for years. With this feature, Spotify wants users to do more within the app while also keeping the history of shared content, so users don’t have to search for a song. Messages are only one-on-one, and you can only start a chat with someone with whom you have previously shared content. Th

Google Photos is letting you lift subjects as stickers — but only on iOS

Edgar Cervantes / Android Authority TL;DR Google Photos is adding the popular tap-and-hold sticker creation feature to the iOS app. Users can press and hold a photo subject to quickly copy or share it as a standalone sticker. It’s unclear if Google Photos on Android will get this easy sticker creation feature. One of the smaller sticking points in the iOS vs Android debate is how easy it is to make stickers from your photos. It’s not a big deal, but it certainly enhances the experience for e

Mob Programming (2018)

By Woody Zuill {NOTE: This is a draft of a work in progress. It is likely to change over time as I flesh out the examples given here. It is likely there are spelling, grammar, and other errors throughout. Please read past the mistakes. I’ll try to get things cleaned up over time.] Fading Problems I’d like to introduce a concept I am calling “Fading Problems”. After doing Mob Programming for a while we started noticing that many of the problems we previously faced were no longer affecting us.

Amazon Echo Pop deal: Save $12 on the cheapest Alexa speaker

Those looking for a basic smart speaker that is affordable and can take care of most smart home needs will love the Amazon Echo Pop. It is capable and cute, and its low $39.99 retail price is very welcoming. Alexa speakers are also very commonly on sale. For example, right now, you can save $12 on these! Buy the Amazon Echo Pop for just $27.99 ($12 off) This offer is available directly from Amazon as a “limited time deal.” You’ll get the same discount regardless of which color version you pick.

Galaxy Z Flip 7 teardown shows how much progress Samsung has made toward repairability

TL;DR JerryRigEverything dismantled the Galaxy Z Flip 7 in a teardown, revealing its complex hinge and layered screen design. The inner display didn’t survive removal, but the cover screen kept working mid-teardown. Samsung’s foldable still lets dust in, though the removable batteries and Phillips head screws are welcome on the repairability front. We’ve already seen the Galaxy Z Flip 7 hold up surprisingly well in JerryRigEverything’s bend test. Now the YouTuber is back, and this time he’s t

Apple study shows LLMs also benefit from the oldest productivity trick in the book

In a new study co-authored by Apple researchers, an open-source large language model (LLM) saw big performance improvements after being told to check its own work by using one simple productivity trick. Here are the details. A bit of context After an LLM is trained, its quality is usually refined further through a post-training step known as reinforcement learning from human feedback (RLHF). With RLHF, every time a model gives an answer, human labelers can either give it a thumbs up, which re

Overwatch 2 will overhaul its progression systems to show more visual flair in matches

The next season of Overwatch 2 will bring more than the usual new hero and battle pass to the team shooter. Blizzard announced that Season 18 will introduce a new take on the progression system. As they currently stand, the progression numbers feel pretty divorced from the gameplay; this revamp introduces new ways to display your prowess to teammates and foes in matches as well as some welcome changes to how you see and equip your rewards. The new Progression 2.0 system has overhauled the visua

New AI attack hides data-theft prompts in downscaled images

Researchers have developed a novel attack that steals user data by injecting malicious prompts in images processed by AI systems before delivering them to a large language model. The method relies on full-resolution images that carry instructions invisible to the human eye but become apparent when the image quality is lowered through resampling algorithms. Developed by Trail of Bits researchers Kikimora Morozova and Suha Sabi Hussain, the attack builds upon a theory presented in a 2020 USENIX

Reading for pleasure plummets by 40% in the US

This article has been reviewed according to Science X's editorial process and policies . Editors have highlighted the following attributes while ensuring the content's credibility: Dataset characterization and measures of reading. Credit: iScience (2025). DOI: 10.1016/j.isci.2025.113288 If you love nothing more than devouring a page-turner in your free time, you're becoming a rare breed. Reading for pleasure among adults in the United States has fallen dramatically in the last two decades. A n

Study finds gaps in evidence for air-cleaning technologies to prevent infections

A new study led by researchers from the University of Colorado Anschutz Medical Campus and the National Institute for Occupational Safety and Health (NIOSH) through the Centers for Disease Control and Prevention (CDC) finds that although many technologies claim to clean indoor air and prevent the spread of viruses like COVID-19 and the flu, most have not been tested on people and their potential risks are not yet fully understood. Published today in the Annals of Internal Medicine, the research

The Google TV Streamer is rarely on sale, so it’s your lucky day!

C. Scott Brown / Android Authority Some televisions do not have a built-in smart TV OS; even if they do, they may have one you don’t prefer! The solution is pretty simple: you can get a smart TV box or stick. Here at Android Authority, our favorite one is the Google TV Streamer. It’s rarely on sale, too, but today, you can take it home at a $15.99 discount. Buy the Google TV Streamer for $84 ($15.99 off) This offer is available from Amazon as a “limited time deal.” Amazon only has it available

My 4 favorite Linux distros for streaming - and why choosing the right one makes a huge difference

Jose A. Bernat Bacete / Moment via Getty Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Some Linux distributions are better for streaming. There are certain factors to consider for streaming on Linux. The distributions here should work fine without tweaking. Among Spotify, Netflix, Hulu, and other streaming services, I consume a lot of content. Although you might think any operating system with a web browser (or the ability to install an app or two) is perfectl

How to make things slower so they go faster

Synchronized demand is the moment a large cohort of clients acts almost together. In a service with capacity $\mu$ requests per second and background load $\lambda_0$, the usable headroom is $H = \mu - \lambda_0 > 0$. When $M$ clients align—after a cache expiry, at a cron boundary, or as a service returns from an outage—the bucketed arrival rate can exceed $H$ by large factors. Queues form, timeouts propagate, retries synchronize, and a minor disturbance becomes a major incident. The task is to

How RubyGems.org protects OSS infrastructure

by Marty Haught Recently, Socket.dev published research highlighting malicious gems designed to steal social media credentials. We wanted to use this as an opportunity to share more about how RubyGems.org security operates, how we proactively handled this incident (and others), and the work our team is doing each day to keep the ecosystem safe. How We Detect Malicious Gems RubyGems.org security uses a proactive and multi-layered approach: 1. Automated detection: Every gem upload is analyzed

Flamingoes Can Slow Down Aging—But Only If They Embrace This Lifestyle

Despite the uniform appearance of pink flamingo flocks, individuals live very different lifestyles. In the Camargue region of France, some stay put for their entire lives while others migrate along the Mediterranean coast. Now, scientists believe these two groups differ in how they age, too. New research published Monday, August 25, in the journal PNAS found that migratory flamingoes, who leave the Camargue annually to spend the winter in Italy, Spain, or North Africa, age slower than non-migra

Google's new smart home hardware looks mostly familiar in leaked images

Google wants to get Gemini in your smart home, and it looks like it's planning to release a lineup of new Nest Products to make it happen. The company teased a new smart speaker during its Pixel 10 launch event, and now Android Headlines has new images and details that confirm the look of the speaker and a collection of other Nest products that are on the way. Based on the images Android Headlines sourced, Google's new smart home lineup looks nearly identical to the cameras and doorbells it's a

Farmers Insurance data breach impacts 1.1M people after Salesforce attack

U.S. insurance giant Farmers Insurance has disclosed a data breach impacting 1.1 million customers, with BleepingComputer learning that the data was stolen in the widespread Salesforce attacks. Farmers Insurance is a U.S.-based insurer that provides auto, home, life, and business insurance products. It operates through a network of agents and subsidiaries, serving more than 10 million households nationwide. The company disclosed the data breach in an advisory on its website, saying that its da

Google's Liquid Cooling

Liquid cooling is a familiar concept to PC enthusiasts, and has a long history in enterprise compute as well. Recently, liquid cooling has taken an increasing role in datacenters, amid increasing power draw and correspondingly high heat output from the latest chips. Machine learning in particular has an insatiable appetite for power and cooling. Google notes that water has a thermal conductivity about 4000 times that of air, making it an attractive solution to deal with the cooling demands assoc

Sign Up to Get the Best Labor Day Deals Sent Directly to Your Phone

I spend every day trying to find deals that really save you money. And with Labor Day weekend coming up in just a few days, you'll want to know where to shop and what the best deals are. And we mean genuine savings, not fake reductions that will barely save you anything. My team and I are tracking and personally handpicking sales at top retailers, like Amazon, Walmart, Best Buy and more, for our CNET Deals text subscribers. We'll deliver the best sales to your phone, helping you score must-have

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We Tested All the Cheapest Meal Kits and Prepared Meal Services. These Are the Best

Our meal delivery experts have logged more than five years of cooking more than 75 meal kits and tasting upwards of 100 prepared meals, from popular meal delivery services to help land on our list of the best cheap meal subscriptions. CNET staff -- not advertisers, partners or business interests -- determine how we review products and services. If you buy through our links, we may earn a commission. Life’s busier than ever -- at least it seems that way -- and carving out time to plan a week’s

The 38 Best Deals From REI’s 2025 Labor Day Sale

Isn't it amazing how fast summer goes by? The kids are back in school, and it's time for the annual REI Labor Day Sale. This year’s event kicks off today, August 22, and ends on Labor Day, September 2. Many items are up to 30 percent off, and REI Co-op members save 20 percent on any REI Outlet item. To get the member discount, add the promo code LABORDAY2025 at checkout. We've rounded up the best deals on all our favorite tents, backpacks, sleeping bags, pads, cookware, outdoor apparel, and mor

Best Discounts for Teachers (2025): Deals on School Supplies, Tech, and More

Discounts for teachers are sought after for good reason. Teaching is a tough, important, and often thankless job. And with so many out-of-pocket costs for supplies and resources, even small savings can feel crucial. We've rounded up a list of exclusive discounts that educators can snag with their teacher credentials—so you can spend a little less time stressing out over full-price dry-erase markers and a little more time stressing about the kid who learned to swear over the summer. We thank you

Pixel-art cyberpunk platformer Replaced delayed again, this time until spring 2026

The long-awaited cyberpunk platformer Replaced has been delayed once again. Now it's not coming out until next spring. Developer Sad Cat Studio apologized for the delay and said that this is simply "what's right for the project" and that the team remains dedicated to creating a "truly special experience." This isn't the first time the game has suffered a delay. It was originally announced back in 2021, with a pending release date of 2022. That didn't happen. In 2024, the company announced a rel

The best Amazon deals right now: Save on Apple, Eufy and more

How did we choose these Amazon deals? ZDNET only writes about deals we want to buy -- devices and products we desire, need, or would recommend. Our experts looked for deals that were at least 20% off (or are hardly ever on sale), using established price comparison tools and trackers to determine whether the deal is actually on sale and how frequently it drops. We also looked over customer reviews to find out what matters to real people who already own and use the deals we're recommending. Our

Google's Liquid Cooling at Hot Chips 2025

Liquid cooling is a familiar concept to PC enthusiasts, and has a long history in enterprise compute as well. Recently, liquid cooling has taken an increasing role in datacenters, amid increasing power draw and correspondingly high heat output from the latest chips. Machine learning in particular has an insatiable appetite for power and cooling. Google notes that water has a thermal conductivity about 4000 times that of air, making it an attractive solution to deal with the cooling demands assoc

In a First, a Human Breathed Using an Implanted Pig Lung

The tantalizing potential of pig-to-human transplantation, or xenotransplantation, has reached another frontier. For the first time ever, scientists have transplanted a genetically edited pig lung into a living human body. Researchers in China reported the medical feat in a study published Monday in Nature Medicine. The gene-edited left lung survived for nine days inside a person declared to be brain dead. More work has to be done to ensure the long-term viability of these organs, the researche