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Generative AI's crippling failure to induce robust models of the world

Synthesized video from Dawid van Straaten, prompt (“Generate me a video of two men playing chess”) in which the player for black reaches across the table and, in the midst of a rather unusual position moves his opponent’s pawn horizontally, and quite illegally, several squares across the board. A few weeks ago, I had the singular honor of recording a podcast (to be released soon) with one of my heroes, Garry Kasparov, not only one of the greatest chess players of all time, but also one of the b

Blackwell: Nvidia's GPU

Nvidia has a long tradition of building giant GPUs. Blackwell, their latest graphics architecture, continues that tradition. GB202 is the largest Blackwell die. It occupies a massive 750mm2 of area, and has 92.2 billion transistors. GB202 has 192 Streaming Multiprocessors (SMs), the closest equivalent to a CPU core on a GPU, and feeds them with a massive memory subsystem. Nvidia’s RTX PRO 6000 Blackwell features the largest GB202 configuration to date. It sits alongside the RTX 5090 in Nvidia’s

Community Is Motivation on Tap

Community is Motivation on Tap A good community can have tremendous influence on one’s motivation. I never appreciated this fact enough so I wanted to write about it here. Looking at successful athletes, founders, musicians, game speedrunners, or overachievers in any area, they seem to have unlimited motivation to do loads of tedious work or practice. One might say they are interested in the work itself, but how inherently interesting can beating super mario 1ms faster be? The work of a founde

Group of investors represented by YouTuber Perifractic buys Commodore

28.Jun.2025 (ANF) Group of investors represented by Youtuber Perifractic buys Commodore Three weeks ago, Youtuber Christian 'Perifractic' Simpson announced in a video that he had received an offer to take over Commodore B.V., the owner of the remaining Commodore trademark rights. In a second video published today he now announces the completed takeover: A group of unnamed angel investors has acquired the company for a low seven-figure sum. He himself is now the acting CEO, but the purch

Android 16 will alert users to possible Stingray surveillance, fake cell towers

Why it matters: As Android 16's new security features roll out with the next generation of smartphones, users will, for the first time, have a tool to detect invisible digital surveillance. Whether this prompts broader reforms in how such technology is used and regulated remains to be seen. Still, the feature reflects a growing awareness of the need to protect personal privacy in the mobile age. An upcoming Android update will introduce a warning system to help users detect one of the most elus

Tesla says it made its first driverless delivery of a new car to a customer

Tesla CEO Elon Musk said the automaker completed its first driverless delivery of a new car to a customer, routing a Model Y SUV from the company's Austin, Texas, Gigafactory to an apartment building in the area on June 27. The Tesla account on social network X, which is also owned by Musk, shared a video overnight showing the Model Y traversing public roads in Austin, including highways, with no human in the driver's seat or front passenger seat of the car. Tesla did not say which version of

CTGT wins Best Presentation Style award at VB Transform 2025

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more San Francisco-based CTGT, a startup focused on making AI more trustworthy through feature-level model customization, won the Best Presentation Style award at VB Transform 2025 in San Francisco. Founded by 23-year-old Cyril Gorlla, the company showcased how its technology helps enterprises overcome AI trust barriers by directly modifying mo

From hallucinations to hardware: Lessons from a real-world computer vision project gone sideways

Join the event trusted by enterprise leaders for nearly two decades. VB Transform brings together the people building real enterprise AI strategy. Learn more Computer vision projects rarely go exactly as planned, and this one was no exception. The idea was simple: Build a model that could look at a photo of a laptop and identify any physical damage — things like cracked screens, missing keys or broken hinges. It seemed like a straightforward use case for image models and large language models (

Evaluating Long-Context Question and Answer Systems

While evaluating Q&A systems is straightforward with short paragraphs, complexity increases as documents grow larger. For example, technical documentation, novels and movies, as well as multi-document scenarios. Although some of these evaluation challenges also appear in shorter contexts, long-context evaluation amplifies issues such as: Information overload: Irrelevant details in large documents obscure relevant facts, making it harder for retrievers and models to locate the right evidence for

Life of an inference request (vLLM V1): How LLMs are served efficiently at scale

Life of an inference request (vLLM V1): How LLMs are served efficiently at scale Junhao Li Senior Software Engineer Ubicloud is an open source alternative to AWS. We offer managed cloud services that build on top of PostgreSQL, Kubernetes, vLLM, and others.‍ ‍vLLM is an open-source inference engine that serves large language models. We deploy multiple vLLM instances across GPUs and load open weight models like Llama 4 into them. We then load balance traffic across vLLM instances, run health

The ‘Demon Slayer: Infinity Castle’ Trailer Locks In For the End

Shonen fans have had eyes on Demon Slayer: Kimetsu No Yaiba since it dropped in 2019, and it’s making its way back to the big screen. Sony and Crunchyroll released the first trailer for the series’ upcoming Infinity Castle movie, which will be the first in a trilogy that’s rtaking big steps toward wrapping things up. Based on the manga’s arc of the same name (which spans Chapters 140-183) and picking up after the end of season four, the members of the Slayer Corps have been transported into the

Waiting for Mortgage Rates to Drop in a Recession? This Realtor Has a Hot Take

Mortgage rates have typically fallen during recessionary periods. Douglas Rissing/Getty Images Recession headlines come and go in today's news cycle, which is filled with trade war anxieties, stock market roller-coaster rides and global conflict. No one wants to pin their hopes on a major economic setback. But since recessions have often created more favorable conditions for mortgage rates, many of my clients want to know: Will buying a home become more affordable in a recession? Since the beg

Get Up to $300 in Gift Cards When You Pre-Order a Samsung Smart Monitor

Good quality smart monitors with features like built-in apps, 4K resolution and multiple connectivity options are hard to come by and expensive. Samsung makes some of the best in this category and if you’ve been waiting for the right time to grab one, this might be it. Right now, Amazon is offering up to $300 back in gift cards when you preorder one of Samsung’s latest 32-inch smart monitors. This is a limited-time deal and we expect it to wrap up before Prime Day. If you’d rather shop directly

How to Watch the 'Secret Lives of Mormon Wives' Reunion

Ready for more of Hulu's Mormon Wives? The hit reality show that follows Taylor Frankie Paul, Jen Affleck and more Mormon mom influencers premiered its 10-episode second season on May 15. Now, the cast is assembling for the show's first reunion special. Season 1 of The Secret Lives of Mormon Wives debuted in 2024 and followed a group of Mormon women -- dubbed #MomTok -- in the aftermath of a swinging sex scandal. Former Bachelor and Bachelorette star Nick Viall will host the season 2 reunion, w

OpenAI Loses 4 Key Researchers to Meta

Four OpenAI researchers are leaving the company to go to Meta, two sources confirm to WIRED. Shengjia Zhao, Shuchao Bi, Jiahui Yu, and Hongyu Ren have joined Meta’s superintelligence team. Their OpenAI Slack profiles have been deactivated. The Information first reported on the departures. It’s the latest in a series of aggressive moves by Mark Zuckerberg, who is racing to catch up to OpenAI, Anthropic and Google in building artificial general intelligence. Earlier this month, OpenAI CEO Sam Al

Nvidia RTX 5060 Ti 8GB vs. 16GB Tested Across PCIe 3.0, 4.0 and 5.0

Recently we examined how PCI Express bandwidth influences the performance of the 8 GB Radeon RX 9060 XT when local video memory (VRAM) is exceeded. The entire purpose of that testing was to push past the VRAM limit, which, unfortunately for 8 GB graphics cards, is a relatively easy task in 2025. This can happen even when using settings that would otherwise be highly playable, as demonstrated by the 16 GB model. This is an interesting test for several reasons, the most notable being that PCIe ba

Nvidia RTX 5060 Ti 8GB vs. 16GB Tested Across PCIe 3.0, 4.0 and 5.0

Recently we examined how PCI Express bandwidth influences the performance of the 8 GB Radeon RX 9060 XT when local video memory (VRAM) is exceeded. The entire purpose of that testing was to push past the VRAM limit, which, unfortunately for 8 GB graphics cards, is a relatively easy task in 2025. This can happen even when using settings that would otherwise be highly playable, as demonstrated by the 16 GB model. This is an interesting test for several reasons, the most notable being that PCIe ba

What really happens when your phone runs out of RAM?

Robert Triggs / Android Authority These days, high-end smartphones and even more affordable models ship with about as much RAM as a modern mid-range PC. And why shouldn’t they? We use our phones for various tasks, from flicking through countless apps to playing the latest high-end games. They all need RAM, and increasingly more of it, especially when it comes to chatting with a large language model or using AI to spruce up our media. Can your phone even run out of RAM these days? It sounds unl

Topics: memory ram swap use zram

Apple @ Work: LambdaTest puts Apple Silicon to work for GenAI testing with MacStadium

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Anker issues another recall for multiple power banks that pose fire safety risk

Anker has issued its second recall this month for several power bank models sold around the world, as MacRumors has reported. If you'll recall, its previous recall that launched earlier this month focused on the Anker PowerCore 10000 power bank model A1263, which were sold between June 1, 2016 and December 31st, 2022 in the United States. The company found that the lithium-ion battery it used for the model has a risk of overheating that could then lead to the power bank melting, producing smoke

London's largest ancient Roman fresco is “most difficult jigsaw puzzle”

Timelapse of the MOLA specialist team reassembling a section of wall plaster. All images © MOLA (Museum of London Archaeology), shared with permission London’s Largest Ancient Roman Fresco Makes for the ‘World’s Most Difficult Jigsaw Puzzle’ ArtHistory Kate Mothes Share Pin Email Bookmark One of the remarkable things about a city like London, which has been inhabited for nearly 2,000 years, is that no matter where a developer chooses to build, chances are there’s some relic of the past buried

Lenovo’s Legion Go S With SteamOS Is the Only Real Alternative to a Steam Deck

2025 For the last several years, most of us thinking about buying a handheld PC have heard the refrain “just get a Steam Deck.” The reasons are two-fold: one, the OLED version at $550 is the cheapest of its class, and two, it’s so damned easy to use thanks to SteamOS. No other company has come close to offering similar bang for the buck—until now. At $600, Lenovo’s Legion Go S with SteamOS is a superior handheld for on-the-go gaming compared to the Windows version released earlier this year, w

Tesla’s Viral ‘Autonomous’ Car Delivery Video Is Splitting the Internet

Elon Musk loves a show. Tesla’s marketing machine thrives on spectacle, and on June 27, the company delivered another bold display: a 30-minute video purporting to show the first-ever fully autonomous delivery of a Tesla vehicle, no driver, no remote control. “The first fully autonomous delivery of a Tesla Model Y from factory to a customer home across town, including highways, was just completed a day ahead of schedule!!” Musk posted on X. In a follow-up, the billionaire CEO escalated the hyp

Paramount May Not Be Done With ‘Transformers’ Movies Yet

After 2024’s Transformers One came and went, it’s been a question of whether we’d actually see the Autobots and Decepticons on the big screen. The answer now appears to be “yes,” and not just because Paramount’s still pretending that crossover with G.I. Joe is happening. According to Matt Belloni at Puck News, the studio is spinning up several Transformers movies. One is said to be helmed by One director Josh Cooley, and will be live-action. The other is said to be coming from ex-franchise stew

Your BNPL Plans Could Soon Impact Your Credit Score. Here's When

CNET/Getty Images Have you ever opted for Buy Now, Pay Later at the checkout? You'd hardly be the only one. About 86.5 million people used BNPL in 2024, according to Capital One's research. Starting later this year, your BNPL plans could start appearing on your credit report. You can use BNPL for just about everything now, from Costco purchases to DoorDash (although that doesn't mean you should). But the one thing BNPL couldn't do was improve your credit. Although some of Affirm's plans do rep

Tesla says it delivered its first car autonomously from factory to customer

is transportation editor with 10+ years of experience who covers EVs, public transportation, and aviation. His work has appeared in The New York Daily News and City & State. This might be a bigger deal than the robotaxis. Tesla said it completed its first fully autonomous vehicle delivery from factory to customer. A video posted on X shows the vehicle — a Tesla Model Y — leaving the company’s Austin Gigafactory, driving on the highway, passing through suburban sprawl and residential neighborho

I deleted my second brain

Two nights ago, I deleted everything. Every note in Obsidian. Every half-baked atomic thought, every Zettelkasten slip, every carefully linked concept map. I deleted every Apple Note I’d synced since 2015. Every quote I’d ever highlighted. Every to-do list from every productivity system I’d ever borrowed, broken, or bastardized. Gone. Erased in seconds. What followed: Relief. And a comforting silence where the noise used to be. For years, I had been building what technologists and lifehacker

London's Largest Ancient Roman Fresco Is “Most Difficult Jigsaw Puzzle”

Timelapse of the MOLA specialist team reassembling a section of wall plaster. All images © MOLA (Museum of London Archaeology), shared with permission London’s Largest Ancient Roman Fresco Makes for the ‘World’s Most Difficult Jigsaw Puzzle’ ArtHistory Kate Mothes Share Pin Email Bookmark One of the remarkable things about a city like London, which has been inhabited for nearly 2,000 years, is that no matter where a developer chooses to build, chances are there’s some relic of the past buried

AlphaGenome: AI for Better Understanding the Genome

Science AlphaGenome: AI for better understanding the genome Share Copy link × Introducing a new, unifying DNA sequence model that advances regulatory variant-effect prediction and promises to shed new light on genome function — now available via API. The genome is our cellular instruction manual. It’s the complete set of DNA which guides nearly every part of a living organism, from appearance and function to growth and reproduction. Small variations in a genome’s DNA sequence can alter a

Xbox Game Pass Ultimate Review: The Best Content Deal in Gaming

CNET’s expert staff reviews and rates dozens of new products and services each month, building on more than a quarter century of expertise. 8.2 / 10 SCORE Game Pass Ultimate Buy at Amazon $60 at HP Pricing $10 a month (Console Core) $12 a month (PC) $15 a month (Console Standard) $20 a month (Ultimate - PC and Console) Pros Unique breadth of features Great for both console and PC gaming Catalog of hundreds of games Cons Available games change frequently PC integration headaches Cloud gamin