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Why is Japan still investing in custom floating point accelerators?

It has taken nearly two decades and an immense amount of work by millions of people for high performance computing to go mainstream with GenAI. And now, we live in a world where AI servers crammed with accelerators account for half of the money spent on systems worldwide. There is no law anywhere that says that accelerator has to be a GPU, although that has been the accelerator of choice by far because GPUs are, like CPUs, general purpose processors that are explicitly designed to support vario

Job mismatch and early career success

How does being over- or underqualified at the beginning of a worker's career affect skill acquisition, retention, and promotion? Despite the importance of mismatch for the labor market, self-selection into jobs has made estimating these effects difficult. We overcome endogeneity concerns in the context of the US Air Force, which allocates new enlistees to over 130 different jobs based, in part, on test scores. Using these test scores, we create simulated job assignments based on factors outside

Job Mismatch and Early Career Success

How does being over- or underqualified at the beginning of a worker's career affect skill acquisition, retention, and promotion? Despite the importance of mismatch for the labor market, self-selection into jobs has made estimating these effects difficult. We overcome endogeneity concerns in the context of the US Air Force, which allocates new enlistees to over 130 different jobs based, in part, on test scores. Using these test scores, we create simulated job assignments based on factors outside

Why Is Japan Still Investing in Custom Floating Point Accelerators?

It has taken nearly two decades and an immense amount of work by millions of people for high performance computing to go mainstream with GenAI. And now, we live in a world where AI servers crammed with accelerators account for half of the money spent on systems worldwide. There is no law anywhere that says that accelerator has to be a GPU, although that has been the accelerator of choice by far because GPUs are, like CPUs, general purpose processors that are explicitly designed to support vario

Intel Patents 'Software Defined Supercore'

Intel has patented a technology it calls 'Software Defined Supercore' (SDC) that enables software to fuse the capabilities of multiple cores to assemble a virtual ultra-wide 'supercore' capable of improving single-thread performance, provided that it has enough parallel work. If the technology works as it is designed to, then Intel's future CPUs could offer faster single-thread performance in select applications that can use SDC. For now, this is just a patent which may or may not become a reali

Intel's "Clearwater Forest" Xeon 7 E-Core CPU Will Be a Beast

With AMD having attaining more than 40 percent revenue share and more than 27 percent shipment share in the X86 server CPU market in the first half of 2025, that means two things. First, AMD is selling some big, fat X86 CPUs compared to Intel. It also means that Intel, despite all of its many woes, is getting nearly 60 percent of revenues and north of 72 percent of shipments for X86 server CPU here in 2025. No, that is not the share Intel is used to, but that’s life sometimes. And with the roll

Sometimes CPU cores are odd

One of the biggest lessons that I've learned in my career is that all software has bugs, and the more complicated your software gets the more complicated your bugs get. A lot of the time those bugs will be fairly obvious and easy to spot, validate, and replicate. Sometimes, the process of fixing it will uncover your core assumptions about how things work in ways that will leave you feeling like you just got trolled. Today I'm going to talk about a single line fix that prevents people on a large

Sometimes CPU cores are odd – Anubis

One of the biggest lessons that I've learned in my career is that all software has bugs, and the more complicated your software gets the more complicated your bugs get. A lot of the time those bugs will be fairly obvious and easy to spot, validate, and replicate. Sometimes, the process of fixing it will uncover your core assumptions about how things work in ways that will leave you feeling like you just got trolled. Today I'm going to talk about a single line fix that prevents people on a large

Some Pixel owners are getting a more powerful At A Glance widget

Joe Maring / Android Authority TL;DR Some Pixel phone owners are seeing sports and finance cards in their At A Glance widget. The sports card shows soccer scores, but our previous leak also revealed support for cricket scores. The finance card seems to show stock information. Google’s At A Glance widget is a useful feature on Pixel phones. It displays the weather, calendar events, boarding passes, and more directly on your home screen. Now, it looks like the widget is picking up a couple of

Google announces Tensor G5: What’s new with the Pixel 10 processor?

Google has just announced the Pixel 10 series, and all four phones are powered by the Tensor G5 processor. Tensor chips have traditionally enabled a variety of great Pixel-only features, but have also lagged behind rivals when it comes to peak horsepower and efficiency. Nevertheless, the Tensor G5 is a landmark processor for the company as it’s the first Tensor chip made by TSMC instead of long-time partner Samsung. So what do we know about this silicon? A cooler, more frugal Pixel chip (in th

Pixel 10 Pro XL benchmark leaks are making people mad

TL;DR A Redditor has posted images showing benchmark scores for an apparent Pixel 10 Pro XL versus the Pixel 9 Pro XL. The scores suggest that the Tensor G5 CPU won’t catch up to Snapdragon 8 Elite phones. One result also strongly suggests that the Pixel 10 series could have an inferior GPU to last year’s Pixels. Google will reveal its Pixel 10 phones tomorrow (August 20), and we expect all of them to be powered by the Tensor G5 processor. This is a landmark chip for the company, as it’s the

Topics: 10 pixel pro scores xl

FreeBSD Scheduling on Hybrid CPUs

Scheduling on Hybrid CPUs Contact: OlivierCertner Motivation For the amd64 architecture, Intel started shipping hybrid CPUs with the rather confidential Lakefield and then more massively with Alder Lake (Gen12). Apart from some models of Alder Lake, it is now impossible to buy an Intel chip that does not have at least P (Performance) and E (Efficiency) cores. ARM first released incarnations of its big.LITTLE arrangement as soon as 2011. DynamIQ is an evolution where big and LITTLE CPUs can b

Intel next-gen desktop CPUs to feature 12-52 cores across Core Ultra 3, 5, 7, and 9 SKUs

Serving tech enthusiasts for over 25 years.TechSpot means tech analysis and advice you can trust Highly anticipated: Intel is preparing to make a dramatic leap in desktop computing performance with its upcoming Nova Lake-S processors, aiming to significantly increase core counts for both consumers and professionals. This next-generation lineup, expected to launch in 2026, is designed to push the boundaries of multi-threaded performance, power efficiency, and platform connectivity. At the heart

Laptop CPUs in 2025 Explained: What to Know Before Buying Your Next Laptop

Shopping for a new laptop can be a confusing experience. I find the best place to start is with size. Do you want a featherlight ultraportable or a larger model that has a bigger screen but is more of a chore to lug around? Or something in between that offers a balance between portability and productivity? Deciding on factors as straightforward as size actually goes a long way in helping choose more complex parts, including the processor. You'll still be faced with a variety of CPU options, but

Intel Nova Lake CPUs may finally bring a 3D V-Cache rival to desktop gaming

Rumor mill: Since their launch in early 2022, AMD's X3D CPUs have become the most-sought after CPUs for PC gamers who want top performance, thanks largely to their 3D V-Cache technology, which enables higher frame rates and smoother gameplay. Intel is now reportedly planning to counter AMD's recent dominance in high-end gaming by incorporating similar technology in its upcoming Nova Lake CPUs. According to tipster @Haze2K1, at least two SKUs in the Nova Lake lineup will ship with increased L3 c

Apple Hopes Tennis Will Remind You the Apple Sports App Exists

Apple is adding a few new capabilities to the Apple Sports app that it hopes will convince you to actually download the thing. Its biggest item on the list of additions: tennis. For the first time, Apple Sports will now be able to track and relay tennis scores in real time. In Apple’s own words: “Tennis fans can access live scores for Grand Slam and 1000-level tournaments, and can track every point across all men’s and women’s singles matches, beginning with Wimbledon.” No disrespect—I’m not a

Apple Sports app redesigned with new personalized sections, adds tennis scores just in time for Wimbledon

The Apple Sports app for iPhone has just got a big new update. The home screen layout has been revamped, with upcoming games now separated by league. You can further personalize the list by re-ordering the sections to their preference, so you can make the sports you are most interested in appear first, and starred teams always show at the very top. And, just in time for Wimbledon, the app has now added tennis scores. That means you will be able to follow along with live scores for Grand Slam to

Intel's Nova Lake-S CPUs to bring massive architectural overhaul, up to 52 cores

Serving tech enthusiasts for over 25 years.TechSpot means tech analysis and advice you can trust Rumor mill: Intel's next-generation Nova Lake-S desktop processors are rapidly taking shape, with leaks pointing to a major architectural leap for the company's consumer CPUs. According to well-known leakers @chi11eddog and @jaykihn0, Nova Lake-S is expected to launch in the second half of 2026 and will introduce a sweeping overhaul in both design and performance targets. The flagship Core Ultra 9

AMD unveils 2nm Epyc Venice with 256 cores for next-gen AI and cloud workloads

What just happened? AMD is preparing to shake up the data center landscape with its forthcoming Epyc Venice processor, a chip that promises to set new standards for performance and scalability in server computing. Announced at the company's recent Advancing AI event, the Venice CPU is built on AMD's next-generation Zen 6 architecture and is slated for release in 2026, targeting the ever-increasing demands of artificial intelligence, cloud computing, and high-performance analytics. Venice makes

AMD unveils Epyc Venice with 256 cores and 2nm process for next-gen AI and cloud workloads

What just happened? AMD is preparing to shake up the data center landscape with its forthcoming Epyc Venice processor, a chip that promises to set new standards for performance and scalability in server computing. Announced at the company's recent Advancing AI event, the Venice CPU is built on AMD's next-generation Zen 6 architecture and is slated for release in 2026, targeting the ever-increasing demands of artificial intelligence, cloud computing, and high-performance analytics. Venice makes

Apple, Lenovo lead losers in laptop repairability analysis

Apple and Lenovo had the lowest laptop repairability scores in an analysis of recently released devices from consumer advocacy group US Public Interest Research Group (PIRG) Education Fund. While Apple's low marks are partially due the difficulty involved in disassembling MacBooks, Lenovo appears to be withholding information from shoppers deemed critical to right-to-repair legislation and accessibility. The report, US PIRG's fourth annual “Failing the Fix” [PDF], calculated repairability score