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A new, faster DeepSeek R1-0528 variant appears from German lab

Want smarter insights in your inbox? Sign up for our weekly newsletters to get only what matters to enterprise AI, data, and security leaders. Subscribe Now It’s been a little more than a month since Chinese AI startup DeepSeek, an offshoot of Hong Kong-based High-Flyer Capital Management, released the latest version of its hit open source model DeepSeek, R1-0528. Like its predecessor, DeepSeek-R1 — which rocked the AI and global business communities with how cheaply it was trained and how wel

I'm Losing All Trust in the AI Industry

I think the AI industry is facing a handful of urgent problems it’s not addressing adequately. I believe everything I write here is at least directionally true, but I could be wrong. My aim isn’t to be definitive, just to spark a conversation. What follows is a set of expanded thoughts on those problems, in no particular order. Disclaimer: Not everyone in AI is as bad as I’m making them sound. I’m flattening a wildly diverse field into a single tone, which is obviously reductive. People are dif

The only time HN is this interested in Bitcoin is when there's a bubble (2017)

The only time Hacker News is this interested in Bitcoin is when there's a bubble forming Sun 30 July 2017 You might have got the impression that there are a lot of Bitcoin-related posts on Hacker News lately. With SegWit set to activate in the next few weeks, and Bitcoin Cash likely to fork off on the 1st of August, I took a look at Hacker News' relationship with Bitcoin over the past years. In this post I'm going to argue, based on historical trends of Bitcoin-related posts on Hacker News, t

This Weird Pyramid Always Lands on the Same Face, Confirming 40-Year-Old Theory

“Bille” is the first-ever monostable tetrahedron, or a pyramid-like shape with four triangular faces that has one stable resting position. What this means is that Bille, no matter how you throw it and how it lands, will flip back on exactly the same side every single time. In a recent preprint submitted to arXiv, mathematicians revealed the first physical model of Bille, closing a decades-old theory proposed by the renowned British mathematician John Conway. Made of lightweight carbon fiber and

Show HN: Flint – Write code your way while ensuring remote consistency

Write code your way while ensuring remote consistency. Flint empowers developers to use their personal style and formatting preferences locally, while maintaining a consistent remote codebase. By integrating with Git, Flint automatically formats code during pull and push operations. This approach prevents commits from being cluttered with formatting changes, making code reviews cleaner and collaboration smoother. Note Flint is currently in alpha. Contributions are warmly welcomed. Table of Co

Air pollution may contribute to development of lung cancer in never-smokers

Now, a study published on July 2 in Nature has uncovered compelling genomic evidence that points to air pollution—and other environmental exposures—as a potential major factor behind this growing public health concern. The study was jointly led by researchers at the University of California San Diego and the National Cancer Institute (NCI), part of the National Institutes of Health (NIH). “We’re seeing this problematic trend that never-smokers are increasingly getting lung cancer, but we haven’

VLLM: Easy, Fast, and Cheap LLM Serving with PagedAttention

GitHub | Documentation | Paper LLMs promise to fundamentally change how we use AI across all industries. However, actually serving these models is challenging and can be surprisingly slow even on expensive hardware. Today we are excited to introduce vLLM, an open-source library for fast LLM inference and serving. vLLM utilizes PagedAttention, our new attention algorithm that effectively manages attention keys and values. vLLM equipped with PagedAttention redefines the new state of the art in LL

Prompting LLMs is not engineering

Prompting LLMs is not engineering published in: With the proliferation of AI models and tools, there's a new industry-wide fascination with snake oil remedies called "prompt engineering". As of July 2025 the term is now "context engineering" or "context prompting" or "context manipulation". To put it succinctly, prompt engineering is nothing but an attempt to reverse-engineer a non-deterministic black box for which any of the parameters below are unknown: training set weights constraints o

The story behind Caesar salad

This article was produced by National Geographic Traveller (UK). Crisp, fresh and satisfying, Caesar salad is a dish that’s conquered dining outlets the world over, from your neighbourhood bistro and Pret A Manger to Michelin-starred marvels like Osteria Mozza in Los Angeles. While mayonnaise-heavy iterations haunt room-service menus in hotels far and wide, Caesar salad purists live and breathe its original recipe: whole romaine lettuce leaves, crunchy garlic croutons tossed in a tangy, raw-egg

Air Pollution May Contribute to Development of Lung Cancer in Never-Smokers

Now, a study published on July 2 in Nature has uncovered compelling genomic evidence that points to air pollution—and other environmental exposures—as a potential major factor behind this growing public health concern. The study was jointly led by researchers at the University of California San Diego and the National Cancer Institute (NCI), part of the National Institutes of Health (NIH). “We’re seeing this problematic trend that never-smokers are increasingly getting lung cancer, but we haven’

Prime Day deal: Pick up this Roomba combo robot vacuum and mop while it's nearly 50 percent off

Engadget has been testing and reviewing consumer tech since 2004. Our stories may include affiliate links; if you buy something through a link, we may earn a commission. Read more about how we evaluate products . Prime Day 2025 begins soon on July 8, but members can already save on a bunch of tech available on Amazon's site. One such early deal is on the Roomba Robot Vacuum and Mop Combo, which is down to $140 for Prime members right now. That's nearly half off its usual price and a far cry fro

Rocket Scientists Hooked Up ChatGPT to the Controls of a Spaceship, and the Results Were Not What You Might Expect

AI Kirk Despite being stumped by simple children's games and uncontrollably hallucinating, AI models could perform surprisingly well when put in charge of navigating space inside a simulated spacecraft, researchers have found. As Live Science reports, a team of scientists from MIT and the Universidad Politécnica de Madrid, Spain, instructed OpenAI's blockbuster AI chatbot ChatGPT to "operate as an autonomous agent controlling a pursuit spacecraft." To their amazement, as detailed in a paper s

Apple just released a weirdly interesting coding language model

Apple quietly dropped a new AI model on Hugging Face with an interesting twist. Instead of writing code like traditional LLMs generate text (left to right, top to bottom), it can also write out of order, and improve multiple chunks at once. The result is faster code generation, at a performance that rivals top open-source coding models. Here’s how it works. The nerdy bits Here are some (overly simplified, in the name of efficiency) concepts that are important to understand before we can move

How Gareth Edwards Made ‘Jurassic World Rebirth’ His Ultimate Spielberg Love letter

That Jurassic World Rebirth is the seventh film in a franchise started by Steven Spielberg should make at least one thing obvious. The film’s existence alone is a tribute to the iconic director. And while previous iterations have honored the filmmaker’s work in other ways, Rebirth takes things to a whole other level. “In reading the script, there are scenes [and] descriptions where they’re in a boat chasing a giant creature through the water. They’re leaning forward at the front with a rifle. T

Amazon’s Best Portable Monitor Is Nearly 50% Off, Feels Like Prime Day Already Started

Just because you’re a work-from-home employee does not mean you need to be working specifically from home. You can feasibly work from anywhere that has an internet connection if you’d be so inclined. What stops me from getting out more often is that I don’t find myself as productive as when I’m at my desk at home. I’ve built a pretty robust workspace for myself with three large monitors so I can see everything I’m working on at once. When tied to just my laptop screen, I feel restrained. That is

Dyson V11 Origin Vacuum Hits Black Friday Price and Even Cheaper Than Last Prime Day, Stock Running Low

A good vacuum can save you a lot of work. After all, using a rubbish one just means that you’ll end up going over the same spots again and again without ever actually cleaning the floor. That’s especially tricky if you’ve got a home that’s prone to extra dust, crumbs, or pet hair. Nobody likes having to vacuum, so you’re better off investing in one that can get the job done really well. See at Amazon Well, Amazon Prime members will be very thankful for this early Prime Day deal, because it bri

How to Watch All the ‘Mission: Impossible’ Movies

It's been almost 30 years since Mission: Impossible hit cinemas in 1996 as an adaptation of the 1966 television series of the same name. The Brian De Palma-directed film starring Tom Cruise was a critical success and kickstarted a franchise that remains so successful that MI movies are still being released more than two decades later. When the first movie came out, I was extremely excited to see it and borrowed the VHS tape from a neighbor. Flash-forward to 2000, and I made it my mission to see

Internet and TV Bundle Prices Are Up This Year. How to Cut Back

If you've noticed your TV and internet bills going up recently, you're not alone. Internet and TV bundles increased for the first quarter of 2025, recent JD Power data shows. Though surprisingly, unbundled internet bills saw a slight decrease. Finding ways to cut back on monthly bills can feel nearly impossible, especially when there's a price increase every few months. But it's possible. Here's more on JD Power's findings and what CNET experts recommend to help lower your TV and internet bills

The Loop Micro is my new favorite bicycle phone mount

is a deputy editor and Verge co-founder with a passion for human-centric cities, e-bikes, and life as a digital nomad. He’s been a tech journalist for 20 years. Bicycle phone mounts have been a regular part of my life in bike-obsessed Amsterdam ever since 2008, when I got my first phone with built-in GPS and turn-by-turn navigation. I’ve used dozens of mounts since, until they were either lost, broken, or stolen, or something better emerged. I could have saved a ton of money and annoyance had

Inside India’s scramble for AI independence

Nonetheless, a small but determined group of Indian builders is starting to shape the country’s AI future. For example, Sarvam AI has created OpenHathi-Hi-v0.1, an open-source Hindi language model that shows the Indian AI field’s growing ability to address the country’s vast linguistic diversity. The model, built on Meta’s Llama 2 architecture, was trained on 40 billion tokens of Hindi and related Indian-language content, making it one of the largest open-source Hindi models available to date.

Pixel Watch 4 leak reveals every color and band option that is coming this year

Rita El Khoury / Android Authority TL;DR A new leak suggests the Pixel Watch 4 will be coming with five color options spread across the 41mm and 45mm watch sizes. A wide range of band materials and colors are also said to be coming, including two-tone leather, crafted leather, active, metal mesh, performance loop, woven, and more. The Pixel Watch 4 is expected to come with a thicker casing, slimmer bezels, and a new wireless charging mechanism without magnetic pogo pins. As we approach the n

The Lymow One robot lawn mower can do it all, and this Prime Day is the best time to get one

Now that summer is here, it’s the perfect time to enjoy the outdoors before the cooler fall and winter months arrive. If you love hosting backyard gatherings, you know how much work it takes to prepare your yard for these parties. And while the warm weather is perfect for relaxing, it can be challenging when you’re pushing a heavy lawnmower around for hours. That’s exactly where Lymow can help make things easier and more enjoyable. The Lymow One is a high-performance robot lawn mower that compl

You can get the Pixel 9 for just $249, but act fast as supplies are very limited

Edgar Cervantes / Android Authority TL;DR US Mobile is once again offering the Pixel 9 for just $249 on July 4 at 11am EST. There are just 500 units, and considering the original 2,500 units when within minutes — we’d be ready the second this one goes live if you’re interested. The deal is applicable for both new and existing customers, though exact plan requirements vary. Last week, US Mobile rolled out its most impressive device offer to date, giving users a chance to get the Pixel 9 for j

Topics: deal just ll mobile pixel

Billionaire Mark Cuban Says AI Gives Workers ‘Superpowers,’ but Crypto Is ‘Not Even Close’ to Its iPhone Moment

Mark Cuban has always been tech’s most pragmatic and outspoken billionaire. As an early internet entrepreneur, a prolific investor on Shark Tank, and the owner of the Dallas Mavericks, he’s seen multiple hype cycles come and go. He was an early advocate for crypto’s potential but has remained a sharp critic of its excesses. Now, as the twin forces of artificial intelligence and cryptocurrency dominate the conversation, we asked Cuban to weigh in. In this exclusive Q&A, he explains why he thinks

Best Fiber Internet Providers for 2025

Our picks 90001 Edit ZIP code Why we chose these providers Sort by Best fiber internet provider overall 300 - 5,000 Mbps $55 - $250 per month Check with AT&T Fiber Provider not available in 90001 Edit ZIP code Or call to learn more: (833) 579-0031 Best cheap fiber internet plan 500 - 5,000 Mbps $50 - $155 per month Check with Frontier Fiber Provider not available in 90001 Edit ZIP code Or call to learn more: (877) 870-0633 Best signup bonuses with fiber internet 300 - 2,000 Mbps $50 - $120 per m

Context Engineering for Agents

Lance Martin TL;DR Agents need context to perform tasks. Context engineering is the art and science of filling the context window with just the right information at each step of an agent’s trajectory. In this post, I group context engineering into a few common strategies seen across many popular agents today. Context Engineering As Andrej Karpathy puts it, LLMs are like a new kind of operating system. The LLM is like the CPU and its context window is like the RAM, serving as the model’s work

The US dollar is on track for its worst year in modern history

The US dollar is on track for its worst year in modern history and may not be done falling yet. The greenback is down more than 7% this year and Morgan Stanley predicts it could fall another 10%. A weaker dollar could make US exports more competitive, boosting Trump’s plan to rebalance US trade, but makes imports more expensive, adding to the sting of tariffs. The question ahead is whether the dollar doesn’t just lose its value, but its role at the center of the global financial system. So far,

WASM Agents: AI agents running in the browser

One of the main barriers to a wider adoption of open-source agents is the dependency on extra tools and frameworks that need to be installed before the agents can be run. In this post, we show how to write agents as HTML files, which can just be opened and run in a browser. One of the main barriers to a wider adoption and experimentation with open-source agents is the dependency on extra tools and frameworks that need to be installed before the agents can be run. In this post, we introduce the

xAI prepares Grok 4 Code as it plans to take on Claude and Gemini

xAI is preparing the rollout of Grok 4, which replaces Grok 3 as the new state-of-the-art model. Ahead of the rollout, testers on X have again spotted references to a few new Grok 4 models. One of the models is called "grok-4-prod-mimic," which reportedly excels at enterprise use cases like data extraction, coding, and text summarisation. It also possesses deep domain knowledge in finance, healthcare, law, and science. But "grok-4-prod-mimic" isn't the only new model coming to Grok. Another

Topics: called grok model new xai

Paramount Plus Is Basically Free for 2 Months With This July 4th Deal

There’s no shortage of streaming services out there, which makes it tough to stay loyal to just one. Apple TV has Severance, Netflix gave us Squid Game, and Yellowjackets is a must-watch on Paramount. If you’re tired of hopping between subscriptions or just want to save a few bucks, there’s a limited-time Fourth of July deal that might help. Right now, you can snag Paramount Plus Essential or Paramount Plus Premium for just $0.99 per month for two months, down from the usual $8 and $13 a month,