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Cracking AI’s storage bottleneck and supercharging inference at the edge

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 As AI applications increasingly permeate enterprise operations, from enhancing patient care through advanced medical imaging to powering complex fraud detection models and even aiding wildlife conservation, a critical bottleneck often emerges: data storage. During VentureBeat’s Transform 2025, Greg Matson, head of products and marketing, S

Now you can just tell SmartThings how to automate your home

Ahead of Galaxy Unpacked this week, Samsung is announcing several new features coming to its smart home platform, SmartThings, including the ability to create routines using natural language. That means you’ll be able to simply tell SmartThings what you want your smart home to do, and it’ll take care of all the complicated details for you. Samsung also announced updates to its Apple Watch app, a new dark mode for the SmartThings app on iOS, and more features coming to SmartThings Find, its locat

The Download: China’s winning at advanced manufacturing, and a potential TikTok sale

In 2013, a trio of academics showed convincing evidence that increased trade with China beginning in the early 2000s and the resulting flood of cheap imports had been an unmitigated disaster for many US communities, destroying their manufacturing lifeblood. The results of what they called the “China shock” were gut-wrenching: the loss of 1 million US manufacturing jobs and 2.4 million jobs in total by 2011. If in retrospect all that seems obvious, it’s only because the research by David Auto

US government seeks tool to find ‘hidden language’ in messages on your phone

The United States Customs and Border Protection (CBP) is seeking pitches from tech companies for a forensic tool intended to find “hidden language” in messages on smartphones searched at the border … The CPB says that it expects companies to propose modified versions of software they already have working, as there isn’t time to devise something from scratch. Wired spotted the request on a government procurement website. The agency said in a federal registry listing that the tools it’s seeking

The latest threat from the rise of Chinese manufacturing

If in retrospect all that seems obvious, it’s only because the research by David Autor, an MIT labor economist, and his colleagues has become an accepted, albeit often distorted, political narrative these days: China destroyed all our manufacturing jobs! Though the nuances of the research are often ignored, the results help explain at least some of today's political unrest. It’s reflected in rising calls for US protectionism, President Trump’s broad tariffs on imported goods, and nostalgia for t

I ditched my solar panels with wind power generators at home - my verdict after 6 months

ZDNET's key takeaways A Shine Turbine kit, which includes a turbine, stand, guy lines, and pegs, costs $399, while the Essentials Kit, which adds a few more bits such as a wind speed meter, costs $488 -- though both are on sale right now The kit includes everything you need to turn wind into electrical energy, and the turbine features a 12,000 mAh battery There are limitations, which include the weight of the kit and the limited power it generates, 40 Watts. View now at Shineturbine The Shine

Lost for 300 Years, Pirate-Plundered Treasure Ship Discovered off Madagascar Coast

In 1721, pirates attacked and seized a Portuguese ship carrying a massive trove of treasure en route to Lisbon. Now, researchers believe they’ve discovered its remains off the coast of Madagascar. The discovery comes from two researchers from the Center for Historic Shipwreck Preservation in Massachusetts, who have conducted several studies on the wreckage over the last 16 years. They say new clues have revealed the ship’s identity as the Nossa Senhora do Cabo, a 700-ton warship. Their findings

The era of full stack chip designers

Disclaimer: Opinions shared in this, and all my posts are mine, and mine alone. They do not reflect the views of my employer(s), and are not investment advice. A few years back, when I was talking to a student that was interested in both the front-end and back-end stages in chip design, I made a cheeky remark that they should become a “Full Stack Chip Designer”. (I can’t remember who I was talking to, but if you are reading this, this post is dedicated to you!) It was a term I took from softwar

Overclocking LLM Reasoning: Monitoring and Controlling LLM Thinking Path Lengths

This work investigates how large reasoning models internally track their thinking progress and how such processes can be monitored and controlled. We focus on reasoning models that explicitly segment their computations using <think> and </think> tokens (e.g., DeepSeek-R1), allowing us to study the internal dynamics of the "thinking phase." 1. Monitoring the Thinking Phase We hypothesize that hidden states encode a token's relative position within the thinking phase. To test this, we collect hi

I don't think AGI is right around the corner

“Things take longer to happen than you think they will, and then they happen faster than you thought they could.” - Rudiger Dornbusch I’ve had a lot of discussions on my podcast where we haggle out timelines to AGI. Some guests think it’s 20 years away - others 2 years. Here’s where my thoughts stand as of June 2025. Continual learning Sometimes people say that even if all AI progress totally stopped, the systems of today would still be far more economically transformative than the internet.

Nobody has a personality anymore: we are products with labels

Therapy-speak has taken over our language. It is ruining how we talk about romance and relationships, narrowing how we think about hurt and suffering, and now, we are losing the words for who we are. Nobody has a personality anymore. In a therapeutic culture, every personality trait becomes a problem to be solved. Anything too human—every habit, every eccentricity, every feeling too strong—has to be labelled and explained. And this inevitably expands over time, encompassing more and more of us,

If You’re a Prime Member, This Lenovo ThinkPad Laptop (Ryzen 7, 32GB RAM, 1TB SSD) Is 70% Off on Amazon

Prime Day is the year’s top day for getting Amazon’s rock-bottom prices, even better than Black Friday. If electronics are what you’re looking for on your shopping list, you should shop Amazon, especially for laptops. To begin Prime Day, there’s an unbelievable deal on a Lenovo ThinkPad that sounds too good to be true: 70% off, which is more than $2,100 savings upfront on a powerful laptop. The Lenovo ThinkPad E16 Gen 2 (Windows 11 Pro, 1TB SSD, 32GB DDR5 RAM, AMD Ryzen 7 processor) laptop is n

Move Over Messi: China’s New Robot Soccer League Is Wild!

China has officially launched its first humanoid robot football league. And while the players may not breathe, they’re already learning to dribble, shoot, fall, and get back up. The RoBoLeague, which began on June 28, 2025 in Beijing, pits AI-controlled humanoid robots against each other in fully autonomous 3-on-3 soccer matches. The first match featured robot teams developed by Tsinghua University and China Agricultural University. Tsinghua’s squad won the game with a final score of 5-3. The

Researchers seek to influence peer review with hidden AI prompts

In Brief Academics may be leaning on a novel strategy to influence peer review of their research papers — adding hidden prompts designed to coax AI tools to deliver positive feedback. Nikkei Asia reports that when examining English-language preprint papers available on the website arXiv, it found 17 papers that included some form of hidden AI prompt. The paper’s authors were affiliated with 14 academic institutions in eight countries, including Japan’s Waseda University and South Korea’s KAIST

How Stablecoins Became the Digital Gold Standard

Recently, I met someone who is fluent in Chinese through Skewer Coaching. We talked about apps that are frequently used in China, and I told them about the ones I have used. Even those who don’t know much about China have probably heard of WeChat. There is even a joke that you can’t do almost anything in China without WeChat. Ordering food, calling a taxi, shopping, making payments, and even using government services can all be done within WeChat. Compared to KakaoTalk or Naver, which are common

Hidden interface controls that affect usability

Philip Kortum In the early 1960s, Douglas Engelbart [1] first introduced the notion of "knowledge in the world" versus "knowledge in the head" for computer interfaces—an idea that was later formalized and popularized by Donald Norman in his seminal book The Psychology of Everyday Things. From an interface design standpoint, knowledge in the world simply means that the controls you need are visible, and the identification and operation of these controls can be done through recognition rather tha

Chasing Hobbies over Achievement Boosts Happiness (2023)

Summary: Individuals emphasizing freedom and hobbies experienced a boost in well-being, whereas those prioritizing achievement felt less happy. The research showed that valuing ‘hedonism’ and ‘self-direction’ led to increased happiness across India, Turkey, and the UK. In contrast, ‘achievement’ and ‘conformity’ values showed no direct happiness benefits. The findings spotlight the importance of balancing life pursuits for mental health. Key Facts: Prioritizing freedom led to a 13% increase

Stop Hiding My Controls: Hidden Interface Controls Are Affecting Usability

Philip Kortum In the early 1960s, Douglas Engelbart [1] first introduced the notion of "knowledge in the world" versus "knowledge in the head" for computer interfaces—an idea that was later formalized and popularized by Donald Norman in his seminal book The Psychology of Everyday Things. From an interface design standpoint, knowledge in the world simply means that the controls you need are visible, and the identification and operation of these controls can be done through recognition rather tha

Pet ownership and cognitive functioning in later adulthood across pet types

Age-related cognitive decline is an increasingly pressing concern in public health, which may begin in early adulthood and accelerate with increasing age1,2. While much research is still investigating the precise mechanisms of cognitive ageing, previous studies have identified several contributing factors, including for example genetics, general health and lifestyle choices3,4,5,6,7. Cognitive decline is a major public health concern on both individual and societal levels due to its association

WinUAE 6 Amiga Emulator

Major update to custom chipset emulation. Internally almost everything in main chipset emulation has been rewritten. Fastest possible/JIT mode chipset timing/sync had major changes which can cause side-effects. Bugs are very possible, especially in very rarely used features. Custom chipset rewrite Custom chipset emulation (Agnus/Alice and Denise/Lisa) almost completely rewritten. Almost every part of chipset emulation is now internally cycle accurate. Custom chipset Denise/Lisa emulation is

The Calculator-on-a-Chip (2015)

Calculator Articles The Arrival of the "Calculator-on-a-Chip" During the late 1960s and early 1970s a major aim of the calculator electronics companies was to integrate all of the functionality of a calculator into one integrated circuit, so producing a "Calculator-on-a Chip". © 2015 Nigel Tout This is a new article which was not originally in "The International Calculator Collector". Introduction As told in the section "The Story of the Race to Develop the Pocket Electronic Calculator", fro

Latest Sales Data Reveal Clear Winners And Losers in a Messy EV Market

The second quarter of 2025 painted a chaotic picture of the electric vehicle market in the United States. While General Motors enjoyed a breakout quarter, most other automakers, especially Tesla and Ford, stumbled hard. EV sales are now a mix of breakthroughs and breakdowns. And all of this is happening under a White House that has turned decisively against green subsidies. GM Breaks Away From the Pack Despite a political environment hostile to clean energy, GM managed to deliver a stunning 1

YouTube Premium offers many more perks that I didn’t know I was paying for

Rita El Khoury / Android Authority I’ve been subscribed to YouTube Premium for many years now, and yet I didn’t know what I was exactly paying for. In my mind, I always associated Premium with an ad-free experience; being able to get rid of all those pesky long and interrupting ads before or while watching a video is alone worth the price. Adding the family benefits for my husband, and the fact that this works everywhere, including on our TVs, makes it more of a no-brainer. Even though I don’t

ADXL345 (2024)

The ADXL345 is a MEMS accelerometer made by Analog Devices. It’s a popular device among hobbyists because of its low cost, easy availability and rich feature set. But apparently you should be careful about where you buy them: one of my readers ended up with a bunch of ADXL345s that had significant offsets, measurement axes that didn’t work at all, and an inoperative freefall detection mode. After spending lots of time trying to get them to work, he decided to send them to me instead and hopefull

Making My Own Hacktoberfest T-Shirts

Between 2014 and 2022, DigitalOcean sent free t-shirts to developers who completed the Hacktoberfest challenge. For entirely sensible reasons related to sustainability and spammy entrants, they stopped doing physical merchandise in 2023. I'm the sort of hip fashionista who only wears free conference t-shirts. Sadly, after several years of constant catwalk modelling, my beloved Hacktoberfest shirts are full of holes. I couldn't find any for sale on eBay or Vinted - so I decided to make my own.

What Is a Heat Dome? All About the Weather Phenomenon Making Things Hotter

It's been a hot summer already. As much as the heat in upstate New York has me cooped up inside with the air conditioner blasting, it's nothing compared to other parts of the US being impacted by one of the summer's freakiest weather patterns: the heat dome. If that's a new phrase to you, keep reading and I'll break down what a heat dome is and what causes it, and for more help, read CNET's list of hacks for keeping your home cool in the summer. What's a heat dome? Think of a heat dome as sim

The ITTAGE indirect branch predictor

While investigating the performance of the new Python 3.14 tail-calling interpreter, I learned (via this very informative comment from Sam Gross) new (to me) piece of performance trivia: Modern CPUs mostly no longer struggle to predict the bytecode-dispatch indirect jump inside a “conventional” bytecode interpreter loop. In steady-state, assuming the bytecode itself is reasonable stable, modern CPUs achieve very high accuracy predicting the dispatch, even for “vanilla” while / switch -style inte

ADXL345 Die Analysis

The ADXL345 is a MEMS accelerometer made by Analog Devices. It’s a popular device among hobbyists because of its low cost, easy availability and rich feature set. But apparently you should be careful about where you buy them: one of my readers ended up with a bunch of ADXL345s that had significant offsets, measurement axes that didn’t work at all, and an inoperative freefall detection mode. After spending lots of time trying to get them to work, he decided to send them to me instead and hopefull