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'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 tested this affordable Garmin sports watch, and it shouldn't be this good for the price

ZDNET's key takeaways The Garmin Forerunner 165 is typically available for $249, with the Music model priced at $299. The watch is small and lightweight, has a vibrant AMOLED display, 19 hours of GPS battery life, and features extensive support for running. I just wish there were more sports modes. $199.99 at Garmin $191.99 at Amazon $199.99 at Crutchfield more buying choices For a limited time, Amazon has discounted the Garmin Forerunner 165 down to just $191 ($59 off), making the already af

I tested the new Dreame X50 Ultra for months and here's my buying advice

ZDNET's key takeaways The Dreame X50 Ultra is available for $1,700, but on sale for $1,300. This is one of the best robot vacuums and mops available, with anti-tangle dual brushes, 20,000Pa of suction, and legs to cross up to 4.2cm thresholds. The Dreame X50 Ultra can get caught on obstacles and require intervention, and sometimes leaves streaks while mopping. $1,299.99 at Amazon The Dreame X50 Ultra is 24% off right now, available for $1,399 -- a $400 discount. Dreame has quickly become a p

I turned this 98-inch TV into an immersive at-home theater system (and it's $1,500 off)

ZDNET's key takeaways TCL's 98-inch Class S5 Series TV is one of the most accessibly-priced TVs of its size. Watching movies and TV shows on such a big display is as close to a theatre-like experience as one can get at home. With such a large TV, setting it up can be a struggle, especially if you don't have a big enough console or wall space. $1,498 at Amazon $1,799.99 at Best Buy more buying choices Over at Best Buy, the 98-inch TCL Q6 TV has been discounted by $1,500, essentially knocking o

Topics: 98 big inch tcl tv

I test tablets for a living and this is the Samsung tablet I recommend the most

ZDNET's key takeaways The Samsung Galaxy Tab S10 FE+ is a 13.1-inch tablet for $649. It's a good iPad Air alternative for Android users, with reliable performance, a larger display than the S10+, and an IP68 rating that the iPad lacks; it also includes the S Pen. The price increased by $50 for the base model compared to last year, and the tablet now has a single rear camera rather than the precious dual cameras. View now at Best Buy View now at Samsung more buying choices The Samsung Galaxy T

Topics: fe ipad s10 tab tablet

Nvidia CEO criticizes Anthropic boss over his statements on AI

Nvidia CEO Jensen Huang criticized Anthropic head Dario Amodei over his recent claims that 50% of all entry-level white-collar jobs could be wiped out by artificial intelligence, causing unemployment to jump to 20% within the next five years. Huang disagreed with Amodei’s predictions when he was asked about it during VivaTech in Paris, where he said that he “pretty much disagree[s] with almost everything” the Anthropic CEO said, according to Fortune. “One, he believes that AI is so scary that o

The Talented Ms. Highsmith

The Talented Ms. Highsmith I worked for the novelist in her final months. I thought she wanted to kill me. Patricia Highsmith pictured at her home in Tegna, Switzerland, in 1985. Dino Fracchia / Alamy Stock I first read Patricia Highsmith’s novels in the fall of 1994. I was twenty and living in a room in her house in Tegna, Switzerland, that was plastered with bookshelves full of her first editions, organized in chronological order. Pat was seventy-four and knew she was about to die; she had

Topics: dani did like pat told

Notes on the History of the Map Tile

Notes on the history of the map tile Web map tiles—the storing of geospatial data at different zoom levels in x/y/z indexed squares of raster (and later, vector) data for efficient storage and transmission of digital maps—are, despite their seeming simplicity, I think one of the most significant developments in geospatial software history. Tiling transformed the user experience of digital maps from one of tedious clicks-and-reloads to one of fluid, dynamic exploration. It made digital maps feel

Topics: data map maps patent prc

Bits and bobs related to Wireless-Tag's WT32-ETH01 board

Unofficial guide to the WT32-ETH01 What is this thing and why would I use it? The WT32-ETH01 is effectively a small, cheap ESP32 development board with Ethernet, WiFi, and GPIO pins, made by a company called "Wireless-Tag" (WT). As of this writing, it's around $15 at JacobsParts and around $7 from AliExpress. There aren't a ton of ESP32 boards with Ethernet, and the WT32-ETH01 is by far the smallest, cheapest, and simplest. (The OLIMEX ESP32-POE and wESP32 are the other notable options.) So,

Topics: esp32 eth01 pins use wt32

Show HN: Meow – An Image File Format I made because PNGs and JPEGs suck for AI

MEOW The most Purr-fect Image File Format for your AI workflows Wait- What? You Can Just Make File Formats? Well- yes, but no, I'll come to that bit later, but before that, let me geek out about what this project is MEOW (Metadata Encoded Optimized Webfile) is a Python-based image file format designed to be efficient, practical, and cross-platform compatible. With support for RGBA transparency, metadata, and fast rendering capabilities, MEOW provides a modern alternative for image storage and

Topics: ai data file meow png

Tiny-diffusion: A minimal implementation of probabilistic diffusion models

A minimal PyTorch implementation of probabilistic diffusion models for 2D datasets. Get started by running python ddpm.py -h to explore the available options for training. Forward process A visualization of the forward diffusion process being applied to a dataset of one thousand 2D points. Note that the dinosaur is not a single training example, it represents each 2D point in the dataset. Reverse process This illustration shows how the reverse process recovers the distribution of the trainin

Text-to-LoRA: Hypernetwork that generates task-specific LLM adapters (LoRAs)

Text-to-LoRA (T2L): Instant Transformer Adaption 🛠️ Installation Install uv if you don't have uv (see https://docs.astral.sh/uv/getting-started/installation/) With uv installed, run the following to install the dependencies. git clone https://github.com/SakanaAI/text-to-lora.git cd text-to-lora # make sure you have `uv` installed # (see https://docs.astral.sh/uv/getting-started/installation/) uv self update uv venv --python 3.10 --seed uv sync # we use the following wheel for installation #

Topics: 82 acc lora t2l uv

Foundations of Computer Vision

Foundations of Computer Vision Preface Dedicated to all the pixels. About this Book This book covers foundational topics within computer vision, with an image processing and machine learning perspective. We want to build the reader’s intuition and so we include many visualizations. The audience is undergraduate and graduate students who are entering the field, but we hope experienced practitioners will find the book valuable as well. Our initial goal was to write a large book that provided a g

How easy is it for a developer to "sandbox" a program?

# source code sandboxing Sandboxing is when a developer limits available system resources to a program from within its own source code. A classic example is calling chroot(2) to change the root file-system to an empty directory so that the program cannot scribble into the root file-system. int main(void) { /* Program has full file-system access. */ chroot("/var/empty"); chdir("/"); /* File-system root re-rooted in /var/empty. */ int fd = open("/etc/passwd", O_RDONLY); /* Tried to open /var/empty

The Art of Lisp and Writing (2003)

The Art of Lisp & Writing Ignorance more frequently begets confidence than does knowledge. –Charles Darwin Lisp is the language of loveliness. With it a great programmer can make a beautiful, operating thing, a thing organically created and formed through the interaction of a programmer/artist and a medium of expression that happens to execute on a computer. Taught that programming—or the worse "developing software"—is like a routine engineering activity, many find difficulty seeing writing

Biofuels Policy, a Mainstay of American Agriculture, a Failure for the Climate

The American Midwest is home to some of the richest, most productive farmland in the world, enabling its transformation into a vast corn- and soy-producing machine—a conversion spurred largely by decades-long policies that support the production of biofuels. But a new report takes a big swing at the ethanol orthodoxy of American agriculture, criticizing the industry for causing economic and social imbalances across rural communities and saying that the expansion of biofuels will increase greenh

Childhood leukemia: how a deadly cancer became treatable

Childhood leukemia: how a deadly cancer became treatable Before the 1970s, most children affected by leukemia would quickly die from it. Now, most children in rich countries are cured. In the past, when I’d hear the words childhood leukemia, I’d picture a young child who suddenly became seriously ill, and whose parents were told their child had only a few years to live. I’d wonder how a child might grasp the idea of limited time, or how painful it must have been to face the possibility of miss

Datalog in Rust

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How to modify Starlink Mini to run without the built-in WiFi router

The Starlink Mini terminal is designed as a compact, all-in-one solution with an integrated Wi-Fi router. While this design is ideal for typical consumer use, certain applications—such as custom networking setups, embedded installations, or power-constrained environments—may benefit from removing the internal router entirely. In this article, I’ll detail the process of physically removing the built-in Wi-Fi router board from the Starlink Mini, allowing the terminal to operate solely via Ethernet

Red Hat Linux in 1998 (2009)

GNOME and Red Hat Linux Eleven Years Ago By Oscar Laycock Four years ago, I switched on an old PC and found a seven year old (at that time) copy of Linux on it. I still use parts of the 1998 Red Hat Linux, today. Red Hat Linux in 1998 My copy of Red Hat Linux is 5.1, codenamed "Manhattan". It was released on May 22, 1998. The first Red Hat Linux 1.0 was released on November 3, 1994. Finally, Red Hat Linux merged with Fedora on 22 September 2003, when Red Hat started Red Hat Enterprise Linux.

Modifying an HDMI dummy plug's EDID using a Raspberry Pi

I recently found myself needing to change the monitor that a cheap HDMI “dummy plug” pretended to be. It was a random one I had bought on Amazon several years ago that acted as a 4K monitor, and I needed it to be something simpler that didn’t support a 4K resolution. The story behind why is a long one that I’m still figuring out and might eventually become a separate blog post in the future. If you’re not familiar with dummy plugs, here’s a quick primer: they are tiny dongles you can plug into

Topics: 00 dummy edid i2c pi

With 50 Hours of Battery Life, These Beats Headphones Are at a New Record Low on Amazon

Right now, all of those looking to purchase a pair of decent and style-conscious wireless headphones should have the Beats Solo 4 on their radar, especially given that they’re also priced at their all-time low on Amazon. Beats, as part of Apple, is renowned for producing stable sound products that work perfectly with both Apple and Android devices. With the price reduced to only $99, from $200 (50% off), the offer is equivalent to the type of discounts normally experienced on Black Friday. See

Metal Detectorist Discovers Rare Boat Grave Containing Viking Woman and Her Dog

The saying goes that a dog is a man’s best friend, but an archaeological excavation in Norway proves that women care about their four-legged companions just as much as men do, even 1,100 years ago. Archaeologists from the Arctic University Museum of Norway have revealed a 10th-century Viking boat grave on the Norwegian island of Senja. The buried individual is likely a woman who belonged to an elite class, as Science Norway first reported. Most notably, the team found a dog carefully buried at

Edi Gathegi Hopes Being Mr. Terrific Redeems His Short ‘X-Men’ Role

There’s a lot of superpowered characters in Superman, and one of the most notable is Michael Holt, aka Mr. Terrific. It isn’t just that this is his first time on the big screen, it’s also the matter of who’s playing him: Edi Gathegi, who many likely remember as Darwin from X-Men: First Class, aka the mutant who died despite having the power to evolve and adapt to anything. Sooner or later, conversations about First Class remind you how dumb his death was, and Gathegi seems to agree. Talking to

Temuera Morrison Thinks ‘Star Wars’ Isn’t Done With Boba Fett Yet

Just when The Mandalorian brought him back and teased big things for him, Boba Fett got kind of a raw deal once his own show dropped. Disney’s not given it a second season or even so much as mentioned it, to the point just last year, star Temuera Morrison was unsure about his character’s future. But maybe things are at a point to where it could be his time once more? While promoting his current film Ka Whawhai Tonu (In The Fire of War), Collider asked Morrison what the deal was. Along with goin

Best Internet Providers in Cape Coral, Florida

What is the best internet provider in Cape Coral? CNET's top pick for the best internet service provider in Cape Coral is Quantum Fiber thanks to its fast symmetrical speeds and unlimited data. While it may not be available everywhere in the city, it's the top choice where coverage allows. If Quantum Fiber is not available at your address, Xfinity, T-Mobile and Verizon are all reliable alternatives worth considering. For the best balance of price and performance, Xfinity’s $40 plan offers up t

Best Internet Providers in Fort Myers, Florida

What is the best internet provider in Fort Myers? CNET recommends Xfinity as the best internet provider for most people in Fort Myers, thanks to its wide coverage, consistent performance and affordable pricing. Whether you’re streaming, working remotely or gaming online, Xfinity’s plans offer solid value across the board. Starting at just $40 per month, you can get download speeds up to 400Mbps, making it a strong choice for everyday use. If you need a little more bandwidth, the 600Mbps plan at

'Shark Week' Comes Early as 'Jaws' Turns 50. Here's Where to Watch All the Movies

Somehow, five decades have passed since Steven Spielberg's Jaws chewed up the big screen. Turning the big Five-Oh is a big deal, so it's time to celebrate. The iconic movie, based on Peter Benchley's novel of the same name, took style notes from Hitchcock and the grindhouse movies of the era and became the first-ever summer blockbuster. Jaws isn't a complicated movie: It tells the story of a vengeful shark and the tourist beach town of Amity Island, which it decided to terrorize. The movie sta

Best Cheap Home Security Systems for 2025: I Found the Real Deals

SwitchBot Not sure how to make up your mind? Here are the most important factors when considering a home security system that will spare your wallet. Pricing and subscriptions Security systems can be opaque when it comes to final pricing. The listed cost is often replaced by constant, rotating discounts which are more representative of the actual cost, and total subscription fees may not be obvious. For our list, we chose DIY companies with upfront pricing models so you can see what you get,