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RustGPT: A pure-Rust transformer LLM built from scratch

🦀 Rust LLM from Scratch RustGPT-demo-zoon.mp4 A complete Large Language Model implementation in pure Rust with no external ML frameworks. Built from the ground up using only ndarray for matrix operations. 🚀 What This Is This project demonstrates how to build a transformer-based language model from scratch in Rust, including: Pre-training on factual text completion on factual text completion Instruction tuning for conversational AI for conversational AI Interactive chat mode for testing f

Android’s next flagship processor will be the ‘Snapdragon 8 Elite Gen 5’

Posts from this author will be added to your daily email digest and your homepage feed. Qualcomm has announced that its upcoming flagship mobile chipset is the “Snapdragon 8 Elite Gen 5,” a confusingly named successor to the Snapdragon 8 Elite. While the processor itself will be unveiled during the Snapdragon Summit on September 23rd-25th, Qualcomm has already published an explanation for the branding update. “It might look like we skipped generations, but the truth is simpler— and more powerf

It’s official: The ‘Snapdragon 8 Elite Gen 5’ will power the next wave of Android flagships

Qualcomm TL;DR Qualcomm has announced that its new flagship processor will be called “Snapdragon 8 Elite Gen 5.” Xiaomi has confirmed that its next flagship phone lineup, the Xiaomi 17 series, will be powered by the new chipset. The processor will also power the Galaxy S26 series, with a possible “Snapdragon 8 Elite Gen 5 for Galaxy” branding. Qualcomm has officially announced its next flagship mobile chipset, the “Snapdragon 8 Elite Gen 5.” Ahead of the 2025 Snapdragon Summit, where the chi

Apple TV+ ‘The Studio’ wins best comedy at Emmy awards, but HBO’s ‘The Pitt’ beats ‘Severance’ in drama

Apple TV+ set a new personal record for wins at the 2025 Emmy Awards, taking home 25 total trophies across its series. This was led by recognition for The Studio in the comedy categories, which won 13 awards including the top honors Best Comedy Series. However, Apple was less successful on the drama side. Despite coming in to the night with a record-setting 27 nominations for Severance, HBO’s The Pitt ultimately clinched the Best Drama Series Emmy. Severance did win two Emmys last night, for a

Which colours dominate movie posters and why?

Colour is one of the quickest ways a poster can tell you what kind of film it’s selling. Before you’ve read the title or registered the actors, your brain has already clocked the palette and filed it against a lifetime of genre expectations. Over the past century, marketing teams have shifted from painterly illustration to photography and from saturated Technicolor hues to today’s more controlled, strategic colour use. I wanted to take a data-led look at colours on movie posters, so I gather

PythonBPF – Writing eBPF Programs in Pure Python

Introduction Python-BPF offers a new way to write eBPF programs entirely in Python, compiling them into real object files. This project is open-source and available on GitHub and PyPI. I wrote it alongside R41k0u. Published Library with Future Plans Python-BPF is a published Python library with plans for further development towards production-ready use. You can pip install pythonbpf but it’s certainly not at all production ready and the code is hacky at best with more bugs than I could count

Grapevine canes can be converted into plastic-like material that will decompose

A new study from South Dakota State University reveals how grapevine canes can be converted into plastic-like material that is stronger than traditional plastic and will decompose in the environment in a relatively short amount of time. The need for biodegradable packaging material has never been higher. Currently, most packaging is "single use" and is made with plastic materials, derived from nonrenewable sources like crude oil that take hundreds of years to decompose in the environment. On t

'How to Train Your Dragon' Remake: Release Date and Time on Peacock

Need a live-action Night Fury in your life? The recent How to Train Your Dragon remake is hitting Peacock, so animated film fans can spend more time with the franchise's Vikings and dragons. The new version from Universal Pictures stars Mason Thames as the misfit Viking teen Hiccup, and Gerard Butler as Hiccup's dragon-loathing dad, Stoick the Vast (Butler also voices the character in the animated movie). Nico Parker plays Astrid, the tough girl Hiccup has a crush on, and Nick Frost plays the v

The Witcher Season 4 will hit Netflix in October with its new Geralt

It's been quite the wait, but the fourth season of The Witcher is almost here. In a teaser shared this weekend, Netflix finally revealed the release date: October 30. The video also provided an extended look at Liam Hemsworth as Geralt of Rivia — a casting change that fans naturally have a lot of feelings about after Henry Cavill won their hearts with his take on the character in the first three seasons. The minute-and-a-half-long clip doesn't give away too much about season four, but we now hav

'WhiteCobra' floods VSCode market with crypto-stealing extensions

A threat actor named WhiteCobra has targeting VSCode, Cursor, and Windsurf users by planting 24 malicious extensions in the Visual Studio marketplace and the Open VSX registry. The campaign is ongoing as the threat actor continuously uploads new malicious code to replace the extensions that are removed. In a public post, core Ethereum developer Zak Cole described how his wallet was drained after using a seemingly legitimate extension (contractshark.solidity-lang) for Cursor code editor. Cole

Eye drops could replace glasses or surgery for longsightedness, study says

Doctors have developed special eye drops for people with longsightedness that could replace the need for reading glasses or surgery. Hundreds of millions of people worldwide have presbyopia, which is when the eyes find it difficult to focus on objects and text up close. Glasses or surgery can usually resolve the problem but many find wearing spectacles inconvenient and having an operation is not an option for everyone. Now experts say the solution could be as simple as using eye drops twice a

Betty Crocker broke recipes by shrinking boxes

To add to the frustration, one Redditor pointed out that the brand may have “tinkered with the amount of leaveners in the mix itself. … When [the cake] first comes out of the oven, it looks like a more substantial amount of cake but then shrinks as it cools down.” (We reached out to Betty Crocker to verify any ingredient changes and have yet to receive a response.)

Grapevine cellulose makes stronger plastic alternative, biodegrades in 17 days

A new study from South Dakota State University reveals how grapevine canes can be converted into plastic-like material that is stronger than traditional plastic and will decompose in the environment in a relatively short amount of time. The need for biodegradable packaging material has never been higher. Currently, most packaging is "single use" and is made with plastic materials, derived from nonrenewable sources like crude oil that take hundreds of years to decompose in the environment. On t

Rolling Stone Publisher Sues Google Over AI Overview Summaries

Google has insisted that its AI-generated search result overviews and summaries have not actually hurt traffic for publishers. The publishers disagree, and at least one is willing to go to court to prove the harm they claim Google has caused. Penske Media Corporation, the parent company of Rolling Stone and The Hollywood Reporter, sued Google on Friday over allegations that the search giant has used its work without permission to generate summaries and ultimately reduced traffic to its publicati

iPhone 17 vs iPhone 16? Here's How They Compare and Which One You Should Buy

Apple unveiled the iPhone 17 at its "awe dropping" event along with the super skinny iPhone Air and the powerful iPhone 17 Pro/17 Pro Max. You may be wondering whether to get the new shiny standard iPhone 17 or buy last year's iPhone 16 which is $100 less. To help with that decision, here's a breakdown of how the two handsets compare. The iPhone 17 starts at $829 (or $799 if you activate with a carrier), the same as the iPhone 16 when it came out -- with the caveat that the iPhone 17 starts wit

Topics: 16 17 camera iphone phone

Today's NYT Strands Hints, Answers and Help for Sept. 15 #561

Looking for the most recent Strands answer? Click here for our daily Strands hints, as well as our daily answers and hints for The New York Times Mini Crossword, Wordle, Connections and Connections: Sports Edition puzzles. Today's NYT Strands puzzle is a tough one. Not everyone is familiar with this topic, which means finding the words will be even more of a crapshoot than usual. The theme is "for a fortune," but it's not the kind of fortune you might think of immediately. If you need hints and

James Gunn Slams AI-Generated Batman

As generative AI slop is threatening to turn Hollywood on its head, not everybody in the industry is enthusiastic about the tech. In a hilarious counter to a fan's AI-generated image of actor Brandon Sklenar dressed as the DC Comics' Batman, DC Studios filmmaker and "Superman" director James Gunn quipped in a Threads post that "it would be weird to cast an AI Batman with a 14 inch arm." Gunn was alluding to the AI-generated Batman's unnaturally short appendages, pointing out the AI's failure t

Should you upgrade to an iPhone 17 Pro from last year's model? I am - here's why

Sabrina Ortiz/ZDNET Follow ZDNET: Add us as a preferred source on Google. ZDNET's key takeaways Apple just launched its iPhone 17 Pro. The new model includes some enticing upgrades. I have had the 16 Pro for one year, and might trade it in. While most people choose to wait several years before upgrading their iPhones, that's a bit more challenging for tech aficionados like myself. I really wanted to hold out on upgrading my daily driver, the iPhone 16 Pro, but after watching the launch e

Get Your Wig and Sword Ready, ‘The Witcher’ Returns in October

At long last, we have a release date for The Witcher season four: October 30. On Saturday night, Netflix released a first look at the new season, which sees Liam Hemsworth as the new Geralt of Rivia after Henry Cavill bowed out. We see Geralt’s still doing his monster-slaying thing, and the clip goes out of its way to assure Hemsworth’s got the look and action chops to carry the show for its final two seasons. Like the Cavill-led era, this new adventure for Geralt will span eight episodes, and

Topics: 30 geralt look new season

The AirPods Pro 3 Will Detect Your Heart Rate During a Workout, Apple Watch Not Required

The new AirPods Pro 3 were unveiled during Apple's iPhone 17 event Tuesday. The latest version of the Pro earpods has improved noise cancellation, can translate languages in real time, has better and clearer sound quality, and water resistance, so it can handle your sweatiest workouts. But the AirPods Pro 3's newest standout feature is its ability to read your heart rate using a small sensor implanted in the earpiece. That means during your daily walks or workouts, your AirPods will be able to

All the Apple Watch Ultra 3 Changes: More Battery Life, Satellite Texting, 5G and More

Since its introduction, the Apple Watch Ultra has been the Apple smartwatch choice of long-distance runners, hikers, divers -- and less-energetic folks who just prefer a chunky watch with extended battery life. After releasing minimal updates for the last couple of years, Apple announced at its big fall event the new Apple Watch Ultra 3, which adds a brighter, larger display, 5G cellular communication, satellite connectivity, a battery life increase of up to 42 hours and the ability to detect w

11 Best Protein Powders, According to Years of Testing (2025)

Compare Top 11 Protein Powders Product Protein Source Protein Per Serving Flavors Price per Serving Optimum Nutrition Gold Standard Protein blend (whey protein isolate, whey protein concentrate, hydrolyzed whey protein) 24 grams 20 $1.55 Dymatize ISO100 Hydrolyzed whey protein 25 grams 14 $1.28-$2.25 Transparent Labs Grass-Fed Whey Protein Isolate Grass-fed whey protein isolate 28 grams 16 $2 Orgain Organic Vegan Protein Powder Organic protein blend (organic pea protein, organic brown rice prot

Liam Hemsworth is Geralt in the first Witcher season 4 trailer

Posts from this author will be added to your daily email digest and your homepage feed. It’s been a few years since Netflix confirmed that Liam Hemsworth would be taking over as Geralt of Rivia in the live-action Witcher series. And while we caught a brief glimpse of him in action last year, the first proper clip from season 4 of the show reveals just how Hemsworth will be inhabiting the role — including his take on Geralt’s signature growling voice. In addition to giving us a better look at G

Show HN: Ultraplot – A succint wrapper for matplotlib

A succinct matplotlib wrapper for making beautiful, publication-quality graphics. It builds upon ProPlot and transports it into the modern age (supporting mpl 3.9.0+). Why UltraPlot? | Write Less, Create More Checkout our examples Below is a gallery showing random examples of what UltraPlot can do, for more examples checkout our extensive docs. Subplots & Layouts Create complex multi-panel layouts effortlessly. Cartesian Plots Easily generate clean, well-formatted plots. Projections & Maps B

Osteo-Odonto-Keratoprosthesis

Medical procedure for the eye Medical intervention Osteo-odonto-keratoprosthesis (OOKP), also known as "tooth in eye" surgery,[1] is a medical procedure to restore vision in the most severe cases of corneal and ocular surface patients. It includes removal of a tooth from the patient or a donor.[2] After removal, a longitudinal lamina is cut from the tooth and a hole is drilled perpendicular to the lamina. The hole is then fitted with a cylindrical lens. The lamina is grown in the patients' ch

I can’t wait for Samsung and Google to copy this revolutionary iPhone 17 feature

Joe Maring / Android Authority Every Apple event, be it WWDC or the new iPhone launch, brings me a set of confusing thoughts. There’s a lot of mockery over what Apple has decided to copy innovate and their random announcements that no one asked for (hello, iPhone Air), but also a bit of jealousy-slash-awe at Apple’s pull over the entire phone industry. I see that new front-facing camera, and I know many Android brands are now scrambling to copy it in 2026; it’ll easily be the new gold standard

Kodak's mini camera fits on your keyring and is smaller than an AirPods case

Kodak has shrunk a camera to fit onto a keyring, but it still manages to shoot both photo and video. It's hard not to compare the Kodak Charmera to the ubiquitous Labubu craze, considering the highly collectible nature of Reto Pro selling these officially licensed mini cameras as a single blind box for $29.99 or a full set of six for $179.94. The keyring cameras, which only weigh 30 grams, are already sold out on the Reto Pro website, but are expected to be restocked. The blind box can be unwra

Visual programming is stuck on the form

Underlying great creations that you love—be it music, art, or technology—its form (what it looks like) is driven by an underpinning internal logic (how it works). I noticed this pattern while watching a talk on cellular automaton and realized it's "form follows function" paraphrased from a slightly different angle. Inventing a form is a hard task, so you must approach it obliquely—by first illuminating the underlying function. This made me realize something crucial about visual programming: it’

How the restoration of ancient Babylon is drawing tourists back to Iraq

Mentioned in the sacred texts of all three Abrahamic faiths, the ancient Mesopotamian city of Babylon, in modern-day Iraq, is today undergoing a revival. Two World Monuments Fund (WMF) projects are nearing completion and much-needed cultural tourism is returning. One project mitigates groundwater damage to the north retaining wall of the Ishtar Gate. The second is a restoration of the Temple of Ninmakh, dedicated to the Sumerian mother goddess. The team hopes there will be an official reopening

Adding OR logic forced us to confront why users preferred raw SQL

Where This Story Begins In 2022, we had three different query interfaces. Logs had a custom search syntax with no autocomplete. Traces only had predefined filters - no query builder at all. Metrics had a raw PromQL input box where you'd paste queries from somewhere else and hope they worked. Each system spoke a different language. An engineer debugging a production issue had to context-switch not just between data types, but between entirely different mental models of how to query data. When