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Do reasoning AI models really ‘think’ or not? Apple research sparks lively debate, response

venturebeat.com Carl Franzen 2026-03-21 22:02:22

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Apple’s machine-learning group set off a rhetorical firestorm earlier this month with its release of “The Illusion of Thinking,” a 53-page research paper arguing that so-called large reasoning models (LRMs) or reasoning large language models (reasoning LLMs) such as OpenAI’s “o” series and Google’s Gemini-2.5 Pro and Flash Thinking don’t a

Topics: ai apple models paper reasoning

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I turned my Pixel 9 into a desktop PC and it actually works great

androidauthority.com Unknown 2026-03-23 11:00:29

Android 16 is finally here, but unfortunately, some of the best features are still on the horizon. One upcoming tool that I’ve been keeping a particularly close eye on is Android 16’s Desktop Mode, currently available in the QPR1 Beta 2. It’s been a while since I gave Samsung’s equivalent Dex setup a go, so I’m very keen to see what’s different, what’s new, and how far things have come. Eager to try it out, I grabbed my Pixel 9 Pro XL, installed the latest beta, and decided to try working on my

Topics: android apps desktop mode phone

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Lenovo Legion Go S with Steam OS fixes so much, but can it beat a Steam Deck?

androidauthority.com Unknown 2026-03-23 11:30:43

Lenovo Legion Go S - Powered By Steam OS The Lenovo Legion Go S with Steam OS is light years ahead of its Windows-powered counterpart. Not only does Steam OS fix a lot of Windows' problems, but it also drops the price by $130. This makes the Legion Go S with Steam OS a viable competitor to the Steam Deck. It's well worth a look if you prioritize a large display, variable refresh rates, and offset sticks. When I reviewed the Lenovo Legion Go S — the one powered by Windows 11 — I did something I

Topics: deck legion os steam windows

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I took my e-book library back from Amazon with this self-hosted app

androidauthority.com Unknown 2026-03-23 13:00:06

Dhruv Bhutani / Android Authority If you’ve ever bought an e-book from Amazon, you already know you don’t really own it. Sure, it’s in your Kindle library and you can read it in the app. But try moving it to another device or archiving it somewhere else, and you’ll quickly run into walls. In fact, Amazon has been doubling down on its attempts to curtail access to the books you’ve bought from the Kindle store. Between DRM, proprietary file formats, and a complete lack of export tools, you are s

Topics: booklore books kindle library like

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The Moto G Stylus (2025) is finally a budget Motorola phone for power users

androidauthority.com Unknown 2026-03-23 13:30:54

Moto G Stylus (2025) The Moto G Stylus (2025) feels like Motorola pulled together almost everything that's worked about its best budget phones and put it into one device. It charges quickly, performs well, and comes with a built-in stylus that's way easier than drawing with a fingertip. I'm begging for longer update support, but otherwise, this is a great cheap Android phone. Motorola’s budget lineup has been through some tricky evolutions over the years. It’s added and removed options on both

Topics: 2025 moto motorola phone stylus

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These are the subscriptions I actually don’t mind paying for

androidauthority.com Unknown 2026-03-23 13:00:58

Andy Walker / Android Authority No one likes paying for something more than once, but subscriptions have become an annoying yet necessary part of life. Some are hard to justify, but others add value to my life. Whether they provide consumable content, weather information, or critical navigation data, these are the subscriptions I don’t mind paying for: How many subscription services and apps are you currently paying for? 281 votes None. 14 % 1-4. 60 % 5-9. 20 % 10 or more. 5 % FlightRadar24

Topics: android authority service subscription weather

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This Android launcher reminds me of Windows Phone in the best possible way

androidauthority.com Unknown 2026-03-23 14:00:53

Hadlee Simons / Android Authority I have a confession to make: I wasn’t an Android phone fan at first. I wasn’t an iPhone enthusiast, either. Instead, I was a full-fledged Windows Phone disciple. I absolutely loved the Metro UI, featuring a fresh, tile-based interface that popped on an OLED screen. I loved the interface and cameras so much that I bought a Lumia 1020 and a Lumia 950. I’ve known about Android launchers that emulate this Windows Phone look for years now, and briefly dabbled with

Topics: home launcher phone square windows

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This decade-old LG phone sparked my love for photography — then it died

androidauthority.com Unknown 2026-03-23 15:00:33

It was a balmy September evening in 2016, and my friends and I thought it the perfect evening for a night-time hike up Cape Town’s popular Lion’s Head. Placed right in the city’s center, the panoramic views from the peak would no doubt be spectacular, and we had our bags packed full of liquid nourishment for when we reached the top. Two hours later, we got to the summit, and with the city’s sprawling lights glimmering through the still air below us, I spied the perfect photo opportunity. So, I g

Topics: g4 lg looking phone shot

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Sony unlocks regional restrictions for some PC games in more than 100 countries

engadget.com Unknown 2026-03-23 16:22:28

It turns out that region-locking your games makes it harder to sell more copies. First discovered by Wario64, Sony has lifted regional restrictions for several of its titles that are available to play on PC through Steam. Sony hasn't officially announced the removal of these region locks, nor the reason why, but God of War Ragnarok, The Last of Us Part II Remastered, Spider-Man 2, and the hit co-op shooter Helldivers 2 can be purchased once again in 177 countries that were previously prohibited,

Topics: helldivers pc players psn sony

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Over 46,000 Grafana instances exposed to account takeover bug

bleepingcomputer.com Unknown 2026-03-23 14:07:56

More than 46,000 internet-facing Grafana instances remain unpatched and exposed to a client-side open redirect vulnerability that allows executing a malicious plugin and account takeover. The flaw is tracked as CVE-2025-4123 and impacts multiple versions of the open-source platform used for monitoring and visualizing infrastructure and application metrics. The vulnerability was discovered by bug bounty hunter Alvaro Balada and was addressed in security updates that Grafana Labs released on May

Topics: 01 exploitation grafana security user

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ChatGPT Search gets an upgrade as OpenAI takes aim at Google

bleepingcomputer.com Unknown 2026-03-23 15:53:46

On June 13, OpenAI began rolling out a new ChatGPT Search update to improve quality as the AI startup challenges Google’s dominance. ChatGPT Search has been around for about a year and allows users to search the web more effectively than Google. It tries to summarize content from websites to provide quick answers and includes links to sources so you can fact-check everything. “This blends the benefits of a natural language interface with the value of up-to-date sports scores, news, stock quot

Topics: chatgpt openai provide responses search

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Finally, a Windows laptop I wouldn't mind putting my MacBook Air away for

zdnet.com Kyle Kucharski 2026-03-23 11:00:19

ZDNET's key takeaways The Asus Zenbook A14 with 16GB of memory is on sale at Best Buy for $749. Asus' new ultraportable is a fantastic balance of innovation and value with a brilliant OLED display, competitive hardware, and a satisfying physical form. While its use case is clearly defined, the laptop has its limits when it comes to high-end performance. View now at Best Buy When Asus officially announced the Zenbook A14 at CES this year, I wasn't the only one to be low-key enamored with it. I

Topics: a14 asus laptop performance zenbook

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Best Buy will give you a free Sony 65-inch 4K TV right now - how to qualify for the deal

zdnet.com Taylor Clemons 2026-03-23 11:30:17

The Sony Bravia 5 TV. Kerry Wan/ZDNET Sony is most known for its high-end OLED TVs and home audio equipment, but its Mini LED and midrange LED models still offer impressive picture and audio quality, even if you opt for an older model. And right now at Best Buy (or Sony), when you buy a 98-inch Sony Bravia 5 at the regular price, you'll get a 65-inch Bravia X90L for free. That's a $1,200 TV you can use as a second screen in your home. Also: The best 98-inch TVs you can buy Here's the deal wit

Topics: best bravia inch sony tv

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You can save $30 on the Apple Pencil Pro right now

zdnet.com Chris Bayer 2026-03-23 13:00:19

'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

Topics: content does editorial reviews zdnet

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

zdnet.com Matthew Miller 2026-03-23 13:00:24

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

Topics: 165 forerunner garmin music tracking

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

zdnet.com Maria Diaz 2026-03-23 13:00:25

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

Topics: dreame robot ultra vacuum x50

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

zdnet.com Max Buondonno 2026-03-23 13:30:19

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

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

zdnet.com Maria Diaz 2026-03-23 13:00:18

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

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Nvidia CEO criticizes Anthropic boss over his statements on AI

news.ycombinator.com Jowi Morales 2026-03-23 15:03:24

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

Topics: ai anthropic dario huang jobs

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The Talented Ms. Highsmith

news.ycombinator.com Unknown 2026-03-22 05:39:20

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

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Notes on the History of the Map Tile

news.ycombinator.com Unknown 2026-03-23 09:14:09

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

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

news.ycombinator.com Unknown 2026-03-20 20:37:09

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

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

news.ycombinator.com Unknown 2026-03-23 13:26:55

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

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Tiny-diffusion: A minimal implementation of probabilistic diffusion models

news.ycombinator.com Unknown 2026-03-23 08:52:49

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

Topics: 2d learning model process rate

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

news.ycombinator.com Unknown 2026-03-20 05:51:10

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

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Foundations of Computer Vision

news.ycombinator.com Unknown 2026-03-23 10:11:41

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

Topics: book computer learning vision writing

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Journalists Wary of Travelling to US Due to Palantir Surveillance

news.ycombinator.com Unknown 2026-03-23 15:22:35

JavaScript Required This is a heavily interactive web application, and JavaScript is required. Simple HTML interfaces are possible, but that is not what this is. Learn more about Bluesky at bsky.social and atproto.com.

Topics: application atproto com javascript required

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

news.ycombinator.com In 2026-03-19 16:57:24

# 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

Topics: open operating sandbox source systems

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The Art of Lisp and Writing (2003)

news.ycombinator.com Unknown 2026-03-23 08:07:42

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 programmingor the worse "developing software"is like a routine engineering activity, many find difficulty seeing writing

Topics: like lisp programming world writing

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

news.ycombinator.com Georgina Gustin 2026-03-23 16:02:22

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

Topics: biofuels emissions ethanol greenhouse land

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Latest Tech News

Do reasoning AI models really ‘think’ or not? Apple research sparks lively debate, response

I turned my Pixel 9 into a desktop PC and it actually works great

Lenovo Legion Go S with Steam OS fixes so much, but can it beat a Steam Deck?

I took my e-book library back from Amazon with this self-hosted app

The Moto G Stylus (2025) is finally a budget Motorola phone for power users

These are the subscriptions I actually don’t mind paying for

This Android launcher reminds me of Windows Phone in the best possible way

This decade-old LG phone sparked my love for photography — then it died

Sony unlocks regional restrictions for some PC games in more than 100 countries

Over 46,000 Grafana instances exposed to account takeover bug

ChatGPT Search gets an upgrade as OpenAI takes aim at Google

Finally, a Windows laptop I wouldn't mind putting my MacBook Air away for

Best Buy will give you a free Sony 65-inch 4K TV right now - how to qualify for the deal

You can save $30 on the Apple Pencil Pro right now

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

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

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

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

Nvidia CEO criticizes Anthropic boss over his statements on AI

The Talented Ms. Highsmith

Notes on the History of the Map Tile

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

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

Tiny-diffusion: A minimal implementation of probabilistic diffusion models

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

Foundations of Computer Vision

Journalists Wary of Travelling to US Due to Palantir Surveillance

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

The Art of Lisp and Writing (2003)

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

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