When you purchase through links in our articles, we may earn a small commission. Nvidia's RTX Spark could be the future of laptops. That's exactly why I'd wait Nvidia's new Arm chips powering premium laptops are the biggest hardware news of the year...but I've got good reasons to be wary of both the tech and the company behind it. Nvidia is making CPUs now. Specifically, it's making Arm-based processors with RTX branding, destined for at least some consumer-focused, high-performance laptops and mini PCs .

When you purchase through links in our articles, we may earn a small commission. My standing desk has a lot of room on the bottom that's not being used, so I put a bunch of little doodads under it to make my work and play more comfy. As someone who works from home, talks about computers professionally, and plays a lot of computer games, I spend a lot of time at my desk. I've spent literally years improving it and making it more comfortable and efficient. In this week's Boost Mode, I'll show you five easy and cheap tools I screwed to the bottom for this purpose.

When you purchase through links in our articles, we may earn a small commission. Great gaming gear doesn't have to be expensive. These picks--from mouse to speakers--combine solid performance with real value. Gaming on a budget doesn't have to mean compromising on quality. Whether you're a casual player or a dedicated enthusiast, finding the right accessories can make the precious hours you get to spend in front of your computer that much better without emptying your wallet.

Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Look Up Creator Playbook Mashable Voices Trending Now Say More Mashable Selects Safety Net Versus Gift Ideas For Everyone On Your List Switch Off In My Bag All Series How to preorder Microsoft's translucent green anniversary Xbox console and controller The console's price is steep, but at least it comes with a free copy of Halo: Campaign Evolved. Haley Henschel is a Chicago-based Senior Shopping Reporter at Mashable who reviews and finds deals on popular tech, from laptops to gaming consoles and VPNs. She has years of experience covering shopping holidays and can tell you what's actually worth buying on Black Friday and Amazon Prime Day. Her work has also explored the driving forces behind digital trends within the shopping sphere, from dupes to 12-foot skeletons . All products featured here are independently selected by our editors and writers.

Creator Playbook Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Mashable Voices Look Up Trending Now Say More Mashable Selects Safety Net Versus Gift Ideas For Everyone On Your List Switch Off In My Bag All Series Finally, a stool that tilts when you do. Soumya is a deals writer who covers consumer tech, shopping deals, and the products people use every day. With experience writing about everything from AI tools and software to smartphones and home gadgets, she enjoys breaking down product research into clear, useful recommendations. When she's not tracking deals, she's usually comparing products, digging through reviews, and figuring out what actually makes a purchase worth it. All products featured here are independently selected by our editors and writers.

Look Up Trending Now Mashable's Best: E-readers, robovacs, laptops, earbuds, smart home and more Say More Mashable Selects Mashable Voices Safety Net Creator Hub Versus Gift Ideas For Everyone On Your List Switch Off In My Bag All Series Three retro colorways, one mystery box, zero control over which one you get. Soumya is a deals writer who covers consumer tech, shopping deals, and the products people use every day. With experience writing about everything from AI tools and software to smartphones and home gadgets, she enjoys breaking down product research into clear, useful recommendations. When she's not tracking deals, she's usually comparing products, digging through reviews, and figuring out what actually makes a purchase worth it. All products featured here are independently selected by our editors and writers.

Amazon's head of gaming Jeff Gattis has told the BBC he believes the rising cost of tech means people will turn to streaming games online rather than buying new consoles. He said the tech has developed a lot in recent years, making it more viable than it used to be - but accepted some people will still buy their own hardware. While cloud gaming has long been billed as the future of video games, previous efforts have failed to gain widespread adoption - leading to the high-profile closure of Google Stadia in 2023. Many firms already offer this as part of their subscription services, including giants Sony and Microsoft, but people continue to favour installing games on their own machines. Gattis' comments come as Amazon has announced it is integrating its cloud gaming service Luna into the Prime Video app to sit alongside its shows and films.

Gaming is better with great gear. A powerful gaming headset and a good keyboard are two must-haves for me, whether I'm playing or firing up my latest unfinished run of (I'll move on eventually to, I promise). A longtime favorite brand of WIRED's for this kind of gaming gadgetry comes from SteelSeries. SteelSeries' latest gaming headphones and mice have been a hit in testing, and now you can score your very own with the help of a SteelSeries discount code. Whether you're shopping for a new gaming headset or keyboard, or looking for a discount on your first order, a SteelSeries coupon code can get you deals on just about anything SteelSeries offers.

Many modern Language Model (LM) pipelines return an averaged model, such as an exponential moving average of the training iterates, rather than the final iterate itself. This raises a fundamental question: given that we will return an iterate average, how should we change training to improve the performance of this average? We study this question by formulating optimizer design for the iterate-average estimator as an optimal-control problem. In a continuous-time stochastic quadratic model, we solve for the control strategy that minimizes the error of the returned average subject to a penalty on the size of the intervention. A practical approximation to this controller yields PACE, a lightweight wrapper around AdamW that pulls the live weights toward their exponential moving average with a clipped, per-coordinate control strength. We prove that a stylized version of PACE converges at the standard stochastic convex optimization rate, up to a factor depending on the averaging rule, while in the quadratic setting it can strictly improve the limiting squared error of the iterate-average estimator and can do so by an arbitrarily large factor on some instances. Empirically, our results suggest that PACE improves over AdamW and EMA-evaluated AdamW in supervised fine-tuning of 1-2B parameter LMs and in GPT-2 pretraining on FineWeb for a wide range of learning rates, decay schedules, and other hyperparameters.

When you purchase through links in our articles, we may earn a small commission. I found a $30 PC controller that beats Microsoft's $70 Xbox gamepad At $30 with a dongle included in the box and drift-proof analog sticks, this controller is better than the official Xbox pad at less than half the price. Amazon Prime Day is Today! In the '90s and 2000s, there were plenty of third-party controller options available for gamers from companies like Mad Catz and Nyko. And pretty much all of them were terrible .