
LLMs are reshaping software engineering by enabling natural language control over complex backend systems.

The leaked Philips Hue Bridge Pro boasts some impressive (in cases almost needlessly so) capabilities.

The long-awaited ROG Xbox Ally handhelds finally have their release date set, thanks to Xbox's unveiling at Gamescom 2025.

Plenty of sensitive data made its way to the criminal underground, but there are ways to mitigate the risk.

We round up five key features of the newly announced Google Pixel 10 lineup.

Google's smallest wireless earbuds are getting some really big upgrades
https://www.techradar.com/audio/earbuds-airpods/google-pixel-buds-2a-are-official

Google's just made its next-generation affordable earbuds official, and I got to briefly try out the new Pixel Buds 2a.
https://www.techradar.com/audio/earbuds-airpods/google-pixel-buds-2a-hands-on

Rapper Bot is described as "one of the most powerful DDoS botnets to ever exist".

Google has revealed the Pixel 10 Pro Fold, but how does it compare to the similar-looking Pixel 9 Pro Fold from 2024?
The post Google Pixel 10 Pro Fold vs 9 Pro Fold: What’s new with the foldable? appeared first on Trusted Reviews.
https://www.trustedreviews.com/versus/google-pixel-10-pro-fold-vs-9-pro-fold

Google has revealed the all-new flagship Pixel 10, but how does it compare to last year’s Pixel 9? We've compared the specs here.
The post Google Pixel 10 vs Pixel 9: Should you upgrade? appeared first on Trusted Reviews.
https://www.trustedreviews.com/versus/google-pixel-10-vs-pixel-9

I love Google's Wear OS platform, but I've never really liked Pixel Watches - but the Pixel Watch 4 changes things.
The post The Watch 4 could be the first Pixel Watch to truly win me over appeared first on Trusted Reviews.
https://www.trustedreviews.com/opinion/watch-4-could-be-first-pixel-watch-win-me-over

With Google revealing its newest book-style foldable, the Pixel 10 Pro Fold, we’re keen to see how its specs compare to Samsung's Galaxy Z Fold 7.
The post Google Pixel 10 Pro Fold vs Samsung Galaxy Z Fold 7: Battle of the foldables appeared first on Trusted Reviews.
https://www.trustedreviews.com/versus/google-pixel-10-pro-fold-vs-galaxy-z-f

The Pixel 10 collection offers a true MagSafe alternative dubbed Pixelsnap, and it'll work with existing magnetic accessories too.
The post The Pixel 10 is an Android phone that finally does MagSafe properly appeared first on Trusted Reviews.
https://www.trustedreviews.com/opinion/the-pixel-10-is-an-android-phone-that

After using Gemini on wearables like the OnePlus Watch 3 and Galaxy Watch 8 Classic recently, I’m convinced that AI was made for wearable tech.
The post Gemini on the wrist proves AI was made for wearables appeared first on Trusted Reviews.
https://www.trustedreviews.com/opinion/gemini-on-the-wrist-proves-ai-was-made-for-wearables

Considering the Galaxy S25 Ultra has a top spot in our best Android phone list, how do the specs of the Google Pixel 10 Pro XL measure up?
The post Google Pixel 10 Pro XL vs Samsung Galaxy S25 Ultra: How do the Android flagships compare? appeared first on Trusted Reviews.
https://www.trustedreviews.com/versus/google-pixel-10-pro-xl-vs-

Google has revealed its flagship Pixel 10 collection, including the premium Pixel 10 Pro – but how does it compare to the popular OnePlus 13?
The post Google Pixel 10 Pro vs OnePlus 13: How do the Androids compare? appeared first on Trusted Reviews.
https://www.trustedreviews.com/versus/google-pixel-10-pro-vs-oneplus-13

As Google has just announced its latest Pixel 10 series, we explore whether you really need to splurge on the Pixel 10 Pro.
The post Google Pixel 10 vs 10 Pro: Should you pay for Pro? appeared first on Trusted Reviews.
https://www.trustedreviews.com/versus/google-pixel-10-vs-10-pro

As both are Android-powered wearables that run WearOS, what actually separates the Google Pixel Watch 4 from the Samsung Galaxy Watch 8?
The post Google Pixel Watch 4 vs Samsung Galaxy Watch 8: Comparing the wearables appeared first on Trusted Reviews.
https://www.trustedreviews.com/versus/google-pixel-watch-4-vs-samsung-galaxy-watch-8

During Gamescom 2025, Xbox revealed a new Handheld Compatibility Program for its Xbox Ally and Xbox Ally X. It's potentially a more robust system than Steam Deck verification.
https://www.windowscentral.com/gaming/pc-gaming/rog-xbox-ally-compatibility-system-revealed

OpenAI CEO Sam Altman claims that today's computers and smartphones aren't designed to realize generative AI's full potential.

Verizon internet customers can get $400 off Samsung devices or free NFL Sunday Ticket — plus a $200 Amazon gift card on select plans.

If you’re a Gmail user, you need to be particularly careful right now as criminals are currently targeting Gmail accounts. Hackers from a group called ShinyHunters were recently able to gain access to Google’s Salesforce database systems, reports Forbe


At a glance
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Microsoft has released several emergency patches (so-called “out-of-band” updates) to address some important issues: update KB5066189 for Windows 11 23H2 and 22H2,

Finding a fantastic monitor at a great price is always a win, especially when we’re talking about gaming displays since those can be rather expensive. Well, this 27-inch 1440p LG UltraGear monitor that usually goes for $300 is now on sale for just $190!
The LG UltraGear 27GL83A-B is a stunning IPS display

You should generally keep your graphics card updated with its newest drivers, if not bleeding-edge options like beta and preview releases. But that’s especially true today if you happen to be using an RTX 40-series card from Nvidia. The newest 581.08 release from August 19th enables the interesting Nvidia Smooth Motion feature along with global DLSS overrides for the

A hacker going by the name Chucky_BF has allegedly stolen details for 15.8 million PayPal accounts and is selling them on an internet forum at a bargain price of just $750 USD. The treasure trove of data, which is being stored in a TXT file, is said to be 1.1 GB in size. However, the authenticity of the PayPal data has not yet been confirmed.
You can see a

A performance boost can be achieved with just a few clicks — without the need for traditional overclocking. AMD’s Precision Boost Overdrive (PBO) provides a simple way to enhance Ryzen CPU performance. Building on the existing Precision Boost technology, which automatically increases clock rates based on load, temperature, and power supply, PBO allows for even more g

We all need to recharge our devices every day or so, but who wants a messy desk cluttered with charging cables? That’s why I love wireless chargers, and doubly so if they’re MagSafe-compatible—like this Anker MagSafe 3-in-1 charging station that’s on sale for $63 on Amazon, down from its usual $90. That matches the

Robotic pool cleaners have revolutionized pool care, eliminating the back-breaking routine of manual vacuuming, scrubbing, and brushing. Today’s models don’t just clean — they maintain a consistently pristine pool with minimal human effort.
Technology in this space has advanced rapidly. The newest generation offers greater efficiency, longer runtimes, and p

Got a Harmony universal TV remote that works with a hub? I hope you were checking Reddit yesterday.
A Logitech support staffer posted a message on the Logitech Harmony subreddit Tuesday that all Harmony owners with hub-enabled remotes needed to update their firmware to the latest version (4.15.600, or version 10.0.230 for users of the Harmony Pro 2400) to

MSI has a new OLED gaming monitor. It’s 27 inches, 1440p, and pretty darn speedy (though not a record-breaker) at 500Hz. All good. It also has a built-in neural processing unit (or NPU). If you’re familiar with that term, you know what comes n

If you want to record what’s on your screen, you probably know that you can use a Windows keyboard shortcut to launch the Snipping Tool in Windows 11. That’s Windows key + Shift + R and it’ll start recording the entire screen. Bu

YouTuber Ben Makes Everything shows off how he transformed his old 3D printer into a working photogrammetry rig.

This is the first time that we see an RTX 5070 Ti GPU that is widely in stock and selling at MSRP.

Thailand has launched TouristDigiPay, an 18-month sandbox program letting foreign tourists convert crypto into Baht for local spending. With strict KYC/AML safeguards and 500,000-Baht caps, officials hope the $15B scheme offsets a sharp drop in Chinese visitors and boosts the tourism economy.
https://www.tomshardware.com/tech-industry/cryptocurrency/thailand

Koi Security discovered that the popular FreeVPN extension for Google Chrome has been silently taking screenshots of every website its users visit.

Sony is increasing the price of every PS5 model.


AI has introduced huge efficiencies for web designers and is frequently being touted as the key to unlocking sustainable design and development. But do these gains outweigh the environmental cost of using energy-hungry AI tools? This article is an examination of that question, breaking down the sustainability pros and cons of AI use, so you can make informed decisions about the tools you use. https://smashingmagazine.com/2025/08/double-edged-sustainability-sword-ai-web-design/

Last year, the most powerful geomagnetic storm in 20 years hit Earth. It produced stunning aurora displays in parts of the US that are normally too far south to see them. Normally, such storms are a headache for energy providers. In 1989, for example, the Canadian province of

Anker makes some of our favorite charging gear, and now you can save on a bunch of wireless power accessories from the brand. Whether you're going back to school soon or want a new charging station that can power up a few devices at once, there are discounts here worth considering. One of the best is this





Article URL: https://github.com/rasbt/LLMs-from-scratch/tree/main/ch05/12_gemma3
Comments URL: https://news.ycombinator.com/item?id=44962059
Points: 20
# Comments: 0
https://github.com/rasbt/LLMs-from-scratch/tree/main/ch05/12_gemma3

I was wondering how I can arrange objects along a spherical helix path, and read some articles on it.
I ended up learning about parametric equations again, and make this visualization to document what I learned:
https://visualrambling.space/moving-objects-in-3d/
feel free to visit and let me know what you think!
Comments URL: https://news.y

In this chapter, we will explore ways to animate the effect, add transitions, and play with different variations. We will look at how motion can enhance depth, and how subtle tweaks can create a whole new vibe.
3D Layered Text: Motion and Variations originally published on CSS-Tricks, which is part of the

Written by a professor, for students (and for the love of God). https://www.cnet.com/tech/services-and-software/new-college-students-heres-how-to-use-ai-to-email-your-professor-so-you-dont-regret-your-words/#ftag=CADf328eec

CNET's internet experts recommend following these tips to save big on your internet bill. https://www.cnet.com/home/internet/you-might-be-overpaying-for-internet-10-mistakes-to-avoid/#ftag=CADf328eec

White vinegar can cause serious damage to your dishwasher. Here's why you should stay away from it. https://www.cnet.com/home/kitchen-and-household/you-really-shouldnt-use-vinegar-to-clean-your-dishwasher/#ftag=CADf328eec

We're also wasting nearly $1,500 annually on groceries that aren't cooked or eaten. https://www.cnet.com/health/nutrition/meal-kits-survey-2025/#ftag=CADf328eec

New reports show Apple is investing heavily in India to manufacture the new iPhone, a huge $6 billion deal in the local TV industry may face FCC scrutiny, and Spotify announces a new audio mixing tool that lets you create unique playlists and be your own DJ. https://www.cnet.com/videos/spotify-lets-you-be-your-own-dj-apples-manufacturing-push-in-india-and-more-tech-today/#ftag=CADf328eec

It's one way to minimize Trump tariffs as the September launch date for the iPhone 17 draws near. https://www.cnet.com/tech/apple-is-making-all-four-iphone-17-models-in-india-in-a-watershed-pivot-from-china-report-says/#ftag=CADf328eec

Conrad finally told Belly that she should marry him instead, but The Summer I Turned Pretty season 3 episode 7 only made me more mad at their stilted reunion.

All the ways to watch Women's Rugby World Cup live streams online and from anywhere, with the Red Roses and Black Ferns set to battle for supremacy again.
https://www.techradar.com/how-to-watch/rugby/womens-rugby-world-cup-2025-live-free

This unusual turntable looks like it's been sent from space

His talents were rivaled only by his stage presence and ferocious temper. Here's how to watch Bonnie Blue from anywhere.
https://www.techradar.com/how-to-watch/tv-shows/watch-bonnie-blue

Intel may be about to hand over 10% of the company to the US Government.

Towelie is taking on the National Guard in South Park season 27 episode 3, and the mind boggles over what's coming next.

The seventh entry in Foundation's third season will be with us shortly – here's when it should arrive.

Americans are worried AI will cause widespread job losses – but it seems they're more concerned than just that.

Will Microsoft ever stop pushing its products via Windows 11's Start menu? It doesn't seem likely.

Inotiv "continues to experience" disruptions to certain business operations, with no timeline on a fix.

In an interview with CNBC, OpenAI CEO Sam Altman stated that he doesn't believe export controls will work to curb China's AI progress, and that the US is underestimating its power.

More games are coming to Xbox Game Pass through the rest of August 2025, including Dragon Age: The Veilguard and Gears of War: Reloaded.
https://www.windowscentral.com/gaming/xbox/xbox-game-pass-august-2025-wave-2

No more guessing if your mic is live. Teams on Windows and Mac now shows audio activity during calls.

I played Resident Evil Requiem, set to launch on February 27, 2026. AAA horror has had a bit of a renaissance recently, and Resident Evil looks ready to continue its position at the tip of the spear.
https://www.windowscentral.com/gaming/resident-evil-9-requiem-gameplay-preview

Sam Altman says OpenAI won’t make “Japanese anime sex bots,” but he predicts other companies will “definitely” cross that line.

Modern notebooks with integrated AI hardware are changing the way artificial intelligence is used in everyday life. Instead of relying on external server farms, these large language models, image generators, or transcription systems run directly on the user’s own device.
This is made possible by the combination of powerful CPUs, dedicated graphics processor

Dashlane is one of our favorite password managers, in part because of its free plan. Though restricted, you could try it for an unlimited amount of time. Or at least, you could until last week, when the company announced an end to the good times.
Dashlane Free users get the boot on September 16, 2025—so if you’re one of them, you have a little over a month


At a glance
Expert's Rating

The drip-drip-drip details continue for the Asus ROG Xbox Ally and Ally X — we now know that the two handheld PCs will launch shortly before Halloween.
Specifically, both the Xbox Ally and Ally X will launch on October 16 in the United States as well as key international markets in Europe, Asia, and the Middle East. But what will be the price? Ha! Asus stil

I recently moved to a much more rural area, so getting Starlink set up was one of my top priorities. My area is an internet dead zone where you might get a bit of 4G on a nearby hill, but that’s about it. No cellular for phone calls, and the best I can hope from a landline connection is 3 Mbps. As a modern man with a modern family full of modern devices, I need fast

If you’re looking to finally upgrade your home security system, then getting a few Blink Outdoor 4 security cameras may be what you need. And today’s a great day for that because you can get this two-pack for just $90 right now, which is half off its $

The U.S. wants to get 10% of Intel in exchange for the billions of dollars it’s giving it under the CHIPS Act.

The Aura Triple Aero 15.6 Pro Max is a beastly “portable” monitor with three 15.6-inch 1080p IPS panels.

The Asus ROG Xbox Ally and Ally X handhelds are set to hit store shelves on October 16, but the Gamescom announcement doesn't mention a price.

Asus has confirmed the ROG Xbox Ally and Ally X will launch on October 16, but still hasn't told us how much they'll cost.

Phison has been forced to release a staunch rebuttal against a circulated document the company says has been falsely created and circulated amongst its customers.

Capcom’s Onimusha series has been on a long hiatus. Combining Resident Evil-style rendered backgrounds with more agile characters, adding in demons, magic and a feudal Japan setting, the series span multiple sequels — and consoles — til the fourth entry in 2006.
Roughly two decades (and console eras) later, Capcom has returned to the series, ev

Whether you need a new MacBook for the upcoming semester or you've just been itching to upgrade from an older machine, now's a good time to buy. Amazon has a sale on the latest
Article URL: https://gaussianprocess.org/gpml/chapters/RW.pdf
Comments URL: https://news.ycombinator.com/item?id=44939902
Points: 38
# Comments: 6
Article URL: https://www.rudyrucker.com/mirrorshades/HTML/
Comments URL: https://news.ycombinator.com/item?id=44959833
Points: 17
# Comments: 9
Article URL: https://tidewave.ai/blog/tidewave-web-phoenix-rails
Comments URL: https://news.ycombinator.com/item?id=44960316
Points: 89
# Comments: 14

I built a lightweight project management workflow to keep AI-driven development organized.
The problem was that context kept disappearing between tasks. With multiple Claude agents running in parallel, I’d lose track of specs, dependencies, and history. External PM tools didn’t help because syncing them with repos always created friction.
The solution was to treat GitHub Issues as the database. The "system" is ~50 bash scripts and markdown configs that:
- Brainstorm with you to create

Don't neglect your eyes, especially as you age. These vitamins and supplements can help give them a boost. https://www.cnet.com/health/personal-care/best-vitamins-supplements-eye-health/#ftag=CADf328eec

Learn about upcoming features so you can use them as soon as Apple releases iOS 26. https://www.cnet.com/tech/services-and-software/ios-26-beta-cheat-sheet-what-you-should-know-about-the-next-major-iphone-update/#ftag=CADf328eec


Think you know your Apple Watch? These health features might surprise you. https://www.cnet.com/health/medical/these-9-hidden-apple-watch-health-features-could-change-how-you-use-yours/#ftag=CADf328eec

Liquid Glass is sometimes hard to notice unless you're looking for it. This is what Apple's done to your Mac's icons in the latest version of the OS. https://www.cnet.com/tech/services-and-software/macos-tahoe-vs-sequoia-heres-how-liquid-glass-redesigns-your-macs-icons/#ftag=CADf328eec

Stevia, monk fruit, saccharin and sucralose — there are more varieties of zero-calorie sweeteners than ever. I tasted nine to find the best for your morning coffee. https://www.cnet.com/news/i-tried-9-zero-calorie-sweeteners-with-my-credentialed-tastebuds-these-were-the-best/#ftag=CADf328eec

This prescription-grade gummy can tackle all your hair loss problems for good, and it tastes great. https://www.cnet.com/health/personal-care/hers-first-ever-prescription-gummy-for-hair-loss-everything-need-to-know/#ftag=CADf328eec

Whether you're in your car, on the bus or at a party, these Spotify tricks can give you the best listening experience. https://www.cnet.com/tech/services-and-software/try-these-spotify-hacks-before-you-spin-up-your-next-favorite-album/#ftag=CADf328eec

Capcom's triumphant return to the Onimusha franchise felt pretty rote in a short demo -- until the outstanding boss fight. https://www.cnet.com/tech/gaming/onimusha-way-of-the-sword-hands-on-back-to-the-demon-killing-samurai-grind/#ftag=CADf328eec

Developers are still using Python for data tasks and AI, but many are still using older releases, putting productivity at risk.
https://www.techradar.com/pro/python-isnt-dead-despite-funding-cuts-programming-language-powers-on

The iPhone 17 series might be the last phones with a Camera Control button according to one source, but we have our doubts.