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Scientists recreated a dinosaur nest to solve a 70-million-year-old mystery
Scientists recreated a life-size oviraptor nest to understand how these dinosaurs hatched their eggs. Their experiments showed the parent likely couldn’t heat all the eggs directly, meaning sunlight played a key role. This uneven heating could cause eggs in the same nest to hatch at different times. The results suggest oviraptors used a hybrid incubation method unlike modern birds.
March Madness 2026 bracket: NCAA Tournament picks, predictions from top-tier college basketball model
SportsLine's model has nailed 25 first-round upsets by double-digit seeds and revealed its optimal NCAA Tournament bracket 2026
NCAA Tournament 2026 bracket picks, upsets, Cinderella teams: Best model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
From Italian food to used cars, here are six businesses that recently closed
Some closures are national chains, while others were locally owned.
NCAA Tournament 2026 bracket picks, upsets, Cinderella teams: Top model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
Bars turn to 'tiny' cocktails as Americans trim drinking, spending amid rising prices
Tiny cocktails are taking over American bars nationwide as health-conscious drinkers seek smaller pours and moderation, creating a new mini drink trend.
Scientists Discover the Brain Chemical That Helps Break Old Habits
A mouse study highlights the role of acetylcholine in behavioral flexibility, offering new insight into the brain mechanisms involved in addiction and obsessive compulsive disorder.
Sanford Sports launches in Black Hills region
Sanford Sports, the modern athletics arm of Sanford Health, is now available to athletes in the Black Hills region of South Dakota.
NCAA Tournament 2026 bracket picks, upsets, plus Cinderella teams: Model simulates March Madness 10K times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
5 Portland sports bars where you can watch every wild March Madness moment this year
From an early-bird option near the Moda Center to a neighborhood spot devoted to women's sports, these Portland bars offer full menus and multiple TVs for tournament viewing.
NCAA Tournament 2026 bracket picks, upsets, plus Cinderella teams: Model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
Spectator sports added more than $1.7 billion to Oregon economy, report finds
In the run up to a civic debate about city and county funding for renovations to the Moda Center, Sport Oregon released a report about the statewide economic impact of spectator sports.
iPhone 18 rumors say Pro models will get exclusive camera upgrade
iPhone 18 Pro and Pro Max are coming, and rumors indicate they’ll get at least one exclusive camera upgrade: a larger aperture Telephoto.
iPhone 18 Pro Launching Later This Year With These 12 New Features
While the iPhone 18 Pro and iPhone 18 Pro Max are not expected to launch for another six months or so, there are already plenty of rumors about the devices. It was initially reported that the iPhone 18 Pro models would have fully under-screen Face ID, with only a front camera visible in the top-left corner of the screen. However, the latest rumors indicate that only one Face ID component will be moved under the screen on the devices, which will result in merely a smaller Dynamic Island.
NCAA Tournament 2026 bracket picks, upsets, and Cinderella teams: Model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
China targets measurement science in tech race with U.S. - Futura-Sciences
The invisible backbone of modern technology Behind every electronic chip, satellite, and medical device sits a system of measurement. Without extreme precision in units, standards, and calibration methods, no technology operates reliably. Metrology ensures that a nanometer is actually a nanometer, that a processor performs exactly as intended at atomic...
Apple Cracks Down on ‘Vibe Coding’ Apps
Apple has quietly prevented AI vibe coding apps such as Replit and Vibecode, which help people create games and other applications, from releasing updates to their mobile apps on the App Store unless they make modifications, according to several people with knowledge of the situation. The ...
Is Costco Wholesale a Recession-Proof Business?
Recessions tend to expose weak business models. Costco's is unlikely to be among them.
By Director Mr. Sakurai, Kirby Air Riders: Development Insights — Part 4 - News
Join Kirby Air Riders director Masahiro Sakurai as he shares insights into the development and details behind some of the game's modes and features. Check out the rest of the interview Part 1: Air Ride and Top Ride Part 2: Cramming everything into S…
Illinois businesses shift into growth mode after strong 2025
Local companies are confident after surviving years of high interest rates, inflationary pressure and tariff uncertainty, says a new BMO outlook.
March Madness 2026 bracket: NCAA Tournament picks, predictions from seasoned college basketball model
SportsLine's model has nailed 25 first-round upsets by double-digit seeds and revealed its optimal NCAA Tournament bracket 2026
NCAA Tournament 2026 bracket picks, best upsets, Cinderella teams: Model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
NVIDIA CEO defends DLSS 5 as gamers label it an 'AI slop filter'
Memes about the AI rendering model quickly spread after it was unveiled on Monday.
Your daily coffee may be protecting your brain, 43-year study finds
Your morning coffee or tea could be quietly supporting your brain health. A long-term study found that moderate consumption of caffeinated coffee or tea was linked to an 18% lower risk of dementia and better cognitive performance over time. The benefits appeared strongest at 2–3 cups of coffee or 1–2 cups of tea daily—and even held true for people genetically predisposed to dementia.
Spigen's New AirPods Pro 3 Case Is Modeled After the Original Macintosh Mouse
Accessory maker Spigen this week expanded its lineup of case options that are designed to look like vintage Apple Macs. The clever new Classic LS AirPods Pro 3 Case resembles a the iconic Apple Macintosh mouse, so it goes well with Spigen's Mac-style iPhone cases. Priced at $25 from Amazon, the case features the stone color that was used for the Classic Macintosh, along with a gray mouse button.
NCAA Tournament 2026 bracket picks, top upsets, Cinderella teams: Model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
Spotify rolls out 'bit-perfect' playback in Windows app
Spotify's new Exclusive Mode feature gives the streaming app sole control over your PC's audio hardware for better music playback.
March Madness 2026 bracket: NCAA Tournament picks, predictions by unbiased college basketball model
SportsLine's model has nailed 25 first-round upsets by double-digit seeds and revealed its optimal NCAA Tournament bracket 2026
Spotify adds ‘Exclusive Mode’ audiophile feature for Windows PCs
Spotify gets bit-perfect playback.
2026 Valspar Championship odds, picks: Surprising predictions from model that's called 16 majors
Mike McClure's model has simulated the Valspar Championship 2026 10,000 times and revealed PGA best bets
Spigen celebrates Apple’s 50th with retro Mac-inspired accessories
Spigen’s Classic LS lineup adds a retro MagSafe wallet and AirPods case inspired by classic Apple design with modern features.
NCAA Tournament 2026 bracket picks, Cinderella teams, upsets: Model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
March Madness 2026 bracket: NCAA Tournament picks, predictions by longtime college basketball model
SportsLine's model has nailed 25 first-round upsets by double-digit seeds and revealed its optimal NCAA Tournament bracket 2026
Inside SMU’s Strategy for NIL, Revenue Sharing, and the New College Sports Business Model
SMU Athletic Director Damon Evans and Deputy AD Brian Ullmann explain the new financial models, private equity conversations, and renovations needed at Ford Stadium.
Microsoft combines Copilot teams and moves Mustafa Suleyman to focus on frontier AI models
It's the latest leadership change in a shakeup after a key Microsoft executive announced plans to retire.
March Madness 2026 bracket: NCAA Tournament picks, predictions by top-rated college basketball model
SportsLine's model has nailed 25 first-round upsets by double-digit seeds and revealed its optimal NCAA Tournament bracket 2026
NCAA Tournament 2026 bracket picks, Cinderella teams, upsets: Model simulates March Madness 10K times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
OpenAI may drop unlimited ChatGPT plans, exec says
ChatGPT's head said its subscription model was "accidental" but said "there's no world in which pricing doesn't significantly evolve."
Nintendo Switch 2 update adds ‘Handheld Boost Mode’ for original Switch games
Switch 1 games are getting a boost.
Study finds ChatGPT gets science wrong more often than you think
A new study put ChatGPT to the test by asking it to judge whether hundreds of scientific hypotheses were true or false—and the results were far from reassuring. While the AI got it right about 80% of the time on the surface, its performance dropped significantly when accounting for random guessing, revealing only modest reasoning ability. Even more concerning, it frequently contradicted itself when asked the exact same question multiple times, sometimes flipping answers back and forth.
Scientists used 7,000 GPUs to simulate a tiny quantum chip in extreme detail
Researchers have pushed quantum chip design into a new era by simulating every physical detail before fabrication. Using a supercomputer with nearly 7,000 GPUs, they modeled how signals travel and interact inside an ultra-tiny chip. Unlike earlier “black box” approaches, this method captures real materials, layouts, and qubit behavior. The result is a powerful new way to spot problems early and build better quantum hardware faster.
Texas vs. NC State odds, prediction, time: 2026 First Four picks from proven model
SportsLine's model has revealed its North Carolina State vs. Texas best bets for the First Four 2026 game on Tuesday
US race to counter Iranian drones echoes response to roadside bombs in Iraq and Afghanistan
Facing deadly Iranian drone attacks across the Middle East, the US military has been rushing defensive systems into the region while adjusting to a threat that has come to dominates modern battlefields and carries echoes of a weapon that haunted service members during the 20 years of the war on terror.
Huge Nintendo Switch 2 Update Adds Handheld Mode Boost For Switch 1 Titles
Nintendo has announced a major new Switch 2 feature that improves the performance of most Switch 1 games when played in handheld mode.
The Pentagon provided a rare inside look at Palantir's Project Maven
Cameron Staley, the Pentagon's chief digital and AI officer, praised Palantir's tool for modernizing warfighting.
Amid Iran war, Democratic Senate hopeful tries to win back Arab American voters
Abdul El-Sayed, backed by Sanders, is betting a populist agenda is Democrats’ path back to power in a state that has traditionally produced more moderate senators.
OpenAI Reportedly Pivoting to a Focus on Business and Productivity Only
An all-hands meeting, whose details leaked to the Wall Street Journal, made the AI juggernaut sound a bit desperate.
Alibaba shakeup hints at an AI business model
The $325 bln group is separating its AI initiatives from its cloud computing unit. It’s a nod to a craze for digital agents like OpenClaw and willingness of consumers to pay for these standalone services. Monetising AI will remain daunting but the rejig makes sense.
NCAA Tournament 2026 bracket picks, Cinderella teams, best upsets: Model simulates March Madness 10K times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
Kane's 2 goals lead Red Wings past Flames
Patrick Kane scored twice for Detroit to move into sole possession of fourth place on the all-time goals list for NHL players born in the U.S. and lead the Red Wings to a 5-2 victory over the Calgary Flames on Monday night. Kane has 504 career goals, trailing Mike Modano (561), Keith Tkachuk (538) and Jeremy Roenick (513).
PSA: Switch 2 Update Adds Handheld Mode Boost, Here's How To Use It
Enhance your experience with original Switch games
Video shows Cybertruck nearly drive mom and baby off overpass: lawsuit
A Texas woman is suing Tesla after her Cybertruck allegedly in self-driving mode crashed into an overpass barrier. Video shows the crash unfold as her baby sat in the backseat unharmed.
Nintendo Switch 2 System Update 22.0.0 Is Now Live, Here Are The Full Patch Notes
"Handheld Mode Boost" and Switch update
Primary care consultation modality and acute mental health service use in adults
Nature Mental Health - Using retrospective health-record analyses, Hidalgo-Padilla et al. evaluated whether differences in remote versus in-person primary care consultations were associated with...
Apple’s Smaller M5 Pro MacBook Pro Suffers From Severe Thermal Constraints, With Larger 16-Inch Model Being 30% Faster With Just 3 Extra Cores
In one CPU-focused benchmark, the 14-inch MacBook Pro is unable to cool the M5 Pro properly, leaving the 16-inch M5 Max model to register a major performance difference
March Madness 2026 bracket: NCAA Tournament picks, predictions by top college basketball model
SportsLine's model has nailed 25 first-round upsets by double-digit seeds and revealed its optimal NCAA Tournament bracket 2026
Insider’s view: how China mobilises resources nationwide to develop new weapons
The country’s military modernisation integrates civilian scientific and industrial capabilities into defence innovation allowing rapid development.
Going Panther Lake very quickly: Lenovo updates ThinkPad P1 line with the P1 Gen 9 after just six months
An unexpected update: Lenovo is already replacing the ThinkPad P1 Gen 8 with the next gen model, the new ThinkPad P1 Gen 9. This new version is only a small update, focused mainly on internal changes.
Nvidia Wants to Slop-ify Your PC Games With Its New AI Upscaler
You'll love DLSS 5 if you can't get enough of ugly, uncanny, and overly textured AI slop.
Super powerful Dell Pro Precision 7 14 and Pro Precision 7 16 workstation laptops are now official
The Dell Pro Precision 7 14 and Pro Precision 7 16 workstation laptops are now official with the latest Intel Panther Lake APUs and powerful Nvidia RTX Pro graphics. Both mobile workstations feature clean designs with Dell's new modern keyboards and Thunderbolt 4/5 ports.
Trump calls on allies to help guard the Strait of Hormuz. Most have refused
The diplomatic friction reflects the limits of Trump’s influence at a moment when the global economy is absorbing one of the worst oil supply shocks in modern history.
Why Loadstar’s Brian Haymon chose the riskier path
When Brian Haymon created his own grassroots, from-the-ground-up company at the age of 57, he didn’t want it to be just another 2.0 version of the business he’d just left. He wanted to tap into one of the main advantages afforded to a new entrepreneur: a chance to create a resilient, malleable business model not […]
Google rolling out modem update for original Pixel Watch
Following the last release in October, Google is rolling out a modem update for the original Pixel Watch...
Honda cancels 3 planned EV models for US
Honda shifts U.S. strategy from electric vehicles to hybrids as consumer demand weakens, canceling three planned EV models including Honda 0 Series lineup.
NCAA Tournament 2026 bracket picks, Cinderella teams, best upsets: Model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
Amazon drops Apple's iPad 11 to $299 with March markdowns
Amazon's March iPad sale delivers prices as low as $299, with discounts of up to $300 off new and closeout models across Apple's tablet line.
2026 Valspar Championship odds, picks: Surprising predictions from model that's called 16 majors
Mike McClure's model has simulated the Valspar Championship 2026 10,000 times and revealed PGA best bets
Kering adapts the presentation of its businesses, to align with its strategic model and organization
Kering - Press release - Segment reporting - EN - 16 03 2026 PRESS RELEASEMarch 16, 2026 KERING ADAPTS THE PRESENTATION OF ITS BUSINESSES, TO ALIGN WITH ITS STRATEGIC MODEL AND ORGANIZATION As part of the evolution of its strategy and organization, which will be presented in detail on April 16, 2026, during its Capital Markets Day, Kering announces a new segmentation of its businesses. This new presentation enhances the clarity of Kering strategic model, highlights the momentum of each of its bu
Stars deliver modern and colorful looks on Oscars red carpet
For Hollywood’s biggest night, celebrities pay as much attention to their speeches as to their red-carpet attire. It’s a night to leave a mark not just on Hollywood but on
Disabled CDC staff still missing accommodations
The transformation of organ transplantation, an age to start considering statins, and other health news
Apple unveils AirPods Max 2 with H2 chip, Live Translation, more
Apple has announced the official AirPods Max successor today. Years after the original model was introduced, AirPods Max 2 are...
Lawmakers hear how rural women face risks to give birth
Despite modest growth in the number of OB physicians and certified nurse midwives, dozens of North Carolina counties have no clinicians or facilities for care.
Despite record Galaxy S26 pre-orders, Samsung's mobile unit is literally in emergency mode
Samsung is seeing record Galaxy S26 series pre-orders, but the mobile unit is entering 'emergency management' due to financial concerns.
Is the Girlboss Making a Comeback?
As some of the OG era’s figureheads return and new models of ownership take hold, the question is whether we are entering a girlboss 2.0 and what will be different this time.
Galaxy A37 and A57 unboxing and hands-on leak ahead of launch
Samsung hasn’t unveiled the Galaxy A37 and Galaxy A57 yet, but someone has already unboxed the phone and had hands-on experience. Galaxy A37 and A57 unboxing and hands-on videos leak on TikTok (via @VerdeSelvans/X). The clips expose the design of both phones and first look at the software. The retail box features the model name […]
Stars deliver modern and colorful looks on Oscars red carpet
For Hollywood’s biggest night, celebrities pay as much attention to their speeches as to their red-carpet attire. It’s a night to leave a mark not just on Hollywood but on
NCAA Tournament 2026 bracket picks, Cinderella teams, top upsets: Model simulates March Madness 10,000 times
SportsLine's college basketball model has called 25 first-round NCAA Tournament upsets by double-digit seeds
Middle East crisis: UN health agency releases emergency funds for Lebanon, Iraq, Syria
The UN World Health Organization (WHO) is releasing another $2 million in emergency funds to support health systems in Lebanon, Iraq and Syria as strikes against Iran by the US and Israeli continue amid counterstrikes across the Gulf and wider region by Tehran.
Three questions: On the future of AI and the mathematical and physical sciences
Curiosity-driven research has long sparked technological transformations. A century ago, curiosity about atoms led to quantum mechanics, and eventually the transistor at the heart of modern computing. ...
MacBook Neo Components Required A ‘Rethink’ From Apple To Get Down To That $599 Price, New Report Says A Touchscreen In Newer Models Isn’t ‘Plausible’
A touchscreen isn’t making its way to a successive MacBook Neo model, as Apple found it very difficult to bring the notebook down to that low $599 price
Apple's 2026 Studio Display Hits New Low Prices on Amazon at Up to $100 Off
Apple just launched the new line of Studio Displays this month, and today Amazon has introduced the first discount on the Standard Glass model with Tilt-Adjustable Stand. You can get this Studio Display for $1,499.00, down from $1,599.00, a new all-time low price. Note: MacRumors is an affiliate partner with Amazon. When you click a link and make a purchase, we may receive a small payment, which helps us keep the site running.
Thunder vs. Timberwolves odds, prediction, time: 2026 NBA picks for Sunday, March 15 from proven model
SportsLine's proven model has revealed its Oklahoma City Thunder vs. Minnesota Timberwolves NBA picks today
Statesboro Business Commission to host information session March 26
The City of Statesboro Business Commission will host “Doing Business in Statesboro,” an information session for local small business owners and entrepreneurs, on Thursday, March 26, 2026, from 6:00 p.m. to 7:30 p.m.
AI companies want to harvest improv actors’ skills to train AI on human emotion
The job calls for someone who can “recognize, express, and shift between emotions in a way that feels authentic and human.”
Rare blower RTX 5090 AI card repaired by cutting memory from 32GB to 28GB
Brother Zhang fixes AI RTX 5090 card by cutting memory-bus An interesting card, and an interesting fix. This RTX 5090 for AI was made at your gaming
THOR AI solves a 100-year-old physics problem in seconds
A new AI framework called THOR is transforming how scientists calculate the behavior of atoms inside materials. Instead of relying on slow simulations that take weeks of supercomputer time, the system uses tensor network mathematics and machine-learning models to solve the problem directly. The approach can compute key thermodynamic properties hundreds of times faster while preserving accuracy. Researchers say this could accelerate discoveries in materials science, physics, and chemistry.
A tiny Bay Area sushi restaurant has a brilliant new business model
This might be the Bay Area's next big thing.
This SF Peninsula sushi restaurant has a brilliant new business model
This might be the Bay Area's next big thing.
Android's new desktop windowing mode has changed how I use my tablet
Google just brought a full desktop experience to Android tablets, and I've been testing it to see how well it works. Here are my thoughts.
Big Mac price experiment: Delivery fee changes, surveillance pricing
We ordered Big Macs on Uber Eats — the costs were all over the place. The chaotic variation is a product of our modern pricing economy.
Perplexity's Aravind Srinivas Says AI Could Change How Computer Science Is Taught
Aravind Srinivas endorsed a post on X by a physics and AI/ML student that argued large language models (LLMs) are automating routine coding tasks.
Open-Source "GreenBoost" Driver Aims To Augment NVIDIA GPUs vRAM With System RAM & NVMe To Handle Larger LLMs
An open-source, independently developed Linux kernel module called GreenBoost aims to augment the dedicated video memory on NVIDIA discrete GPUs with system memory and NVMe storage
Deals: Galaxy S26 series now available, S25 and Pixel 10 models on sale
With the pre-orders over, you now have to pay full price for a 512GB S26 phone - previously, you could get it at the price of a 256GB unit.
Forbes Business Council Accepts Komodo Luxury Founder Agung Afif as Member
Agung Afif, founder and CEO of Bali-headquartered yacht charter company Komodo Luxury, has been accepted into Forbes Business Council. The compa...
Perplexity AI CEO Aravind Srinivas agrees that Computer Science is gradually returning to the domain of…
Tech News News: Aravind Srinivas, CEO of Perplexity AI, added his weight to a growing conversation about what AI is doing to software engineering. On March 13, he quo.
Circle Bank Charter And Earnings Put USDC Business Model In Focus
Circle Internet Group (NYSE:CRCL) has received preliminary approval to form a national trust bank, giving its USDC stablecoin business a new regulatory footing. The company also reported strong quarterly earnings, supported by rising USDC adoption and new partnerships with Visa and BlackRock. Circle Internet Group is appearing on more investor radars, with NYSE:CRCL closing at $115.38 and posting a 99.4% return over the past 30 days. The stock is also up 13.2% over the past week and 38.2%...
Linux Finally Catches Up to Windows with a Game-Changing Performance Feature
For years, the Linux kernel’s scheduler has been world‑class at balancing loads, yet it missed a crucial, cache‑aware instinct. In modern multi‑core systems, that gap can turn into measurable latency, especially when threads bounce between cores that don’t share the same cache. A new upstream feature, often called Cache Aware Scheduling, is now set to change that equation. A cache‑savvy scheduler arrives At the heart of any OS, the scheduler decides which thread runs where and for how long. In modern CPUs, small private caches (L1 and L2) sit beside each core, while a larger Last Level Cache (LLC, typically L3) is shared among groups of cores. When a task migrates across LLC boundaries, its warm data may vanish from the cache, forcing slower trips to main memory. Cache Aware Scheduling keeps related tasks close to their shared LLC, reducing destructive migrations. By respecting cache topology, the kernel minimizes cold‑start penalties and preserves locality that many workloads desperately need. The result is less thrashing, fewer memory stalls, and more consistent throughput. "Keep tasks close to their data, and the system will keep performance close to its peak." Why this narrows the Windows gap Windows has long leaned on topology‑aware, cache‑sensitive heuristics, especially since the Windows 10 era. That advantage helped Microsoft handle hybrid designs with P‑cores and E‑cores, plus complex cluster and NUMA layouts. With cache awareness integrated upstream, Linux brings parity to this vital dimension, without sacrificing its trademark flexibility. The Linux approach remains deeply configurable, reflecting the ecosystem’s breadth across servers, desktops, and embedded devices. It layers atop existing NUMA‑balancing and energy‑aware logic, refining placement rather than reinventing the wheel. Crucially, it aligns scheduling with the hardware’s real shape, not just with abstract CPU counts. Real‑world gains and who benefits Early tests on Intel Sapphire Rapids platforms point to gains in the 30–45% range for select workloads. Those wins appear in cache‑sensitive tasks like in‑memory analytics, high‑thread compilation, and microservices with tight working‑sets. Games and latency‑bound engines can also feel steadier frame‑times, especially when threads share hot assets. The benefits extend to AMD’s 3D V‑Cache parts, where keeping threads near enlarged cache slices prevents needless misses. Hybrid x86 designs with performance and efficiency cores further profit when cache and core roles are scheduled in concert. Even handhelds running SteamOS can squeeze more out of limited power, translating cache locality into smoother play. Key advantages include: Lower end‑to‑end latency Fewer expensive misses to RAM Better multi‑socket and NUMA behavior Improved energy efficiency More predictable QoS under mixed loads Stronger scaling on dense servers Caveats, tuning, and rollout No scheduler change is purely free, and trade‑offs still exist. Favoring locality can reduce cross‑cluster balance if limits are set too tight. Likewise, fairness and utilization must remain healthy, especially under heterogeneous, bursty workloads. Linux’s implementation is designed to be measured and tunable, not a blunt instrument. It cooperates with energy‑aware scheduling for mobile efficiency, and with NUMA‑balancers on big iron. Expect architecture‑specific refinements as vendors surface richer topology hints and cache‑sharing maps. Upstream integration has begun, with broad distribution adoption likely over the next cycles. Many users will encounter the change through standard kernel updates in 2025–2026, depending on distro cadence. Server‑class kernels may enable or tune it sooner for targeted fleets where cache locality is money in the bank. How to think about performance impact Cache Aware Scheduling amplifies gains when your workload is both CPU‑bound and cache‑sensitive. Think tight inner loops, hot code paths, and datasets that fit snugly in shared LLC. It’s less dramatic for I/O‑bound services or memory‑hungry tasks that blow past cache capacity. Still, even modest locality improvements often translate into smoother tail‑latency, which is where user experience and SLAs typically break. Developers can further help by pinning related threads, batching work, and aligning data to reduce cross‑cluster chatter. The scheduler’s new awareness works best when applications expose good hints. The bottom line By understanding and honoring cache topology, Linux removes a subtle yet costly bottleneck. The kernel’s smarter placement keeps hot data hot and work near where it belongs. That narrows a long‑standing gap with Windows, while preserving the openness and tunability Linux champions. For gamers, creators, and operators, the payoff is practical: more consistent frames, faster builds, and snappier services. For the ecosystem, it’s another step toward hardware‑savvy scheduling that turns transistor complexity into real‑world speed. And for Linux itself, it’s a timely upgrade that matches today’s silicon with tomorrow’s expectations.
Kat Abughazaleh knows how to create viral moments. Can she translate that into votes?
Kat Abughazaleh started off a recent debate in her Illinois Democratic primary with a correction for the moderator: She sees herself as a researcher and journalist, not an “influencer.”
NHS and MoD will be urged to buy British tech to drive growth amid Iran crisis
Treasury minister Spencer Livermore trails new strategy as chancellor pins hopes on benefits of AI amid global uncertainty