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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
WATCH: Sen. Paul asks DHS nominee Mullin if he believes violence can resolve political differences
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
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
Where to watch Nebraska vs. Richmond in March Madness First Four: Time, TV Channel
The No. 11 Nebraska Cornhuskers face the 11 Richmond Spiders in the First Four of the women's NCAA Tournament. Here's how to see all the action
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
Beat our March Madness expert bracket: Picks for every NCAA game
Detroit Free Press sports columnist Shawn Windsor picks every game in 2026 March Madness. Check out his predictions and see if you can beat him.
Georgia WBB on 'a business trip' in Iowa City for March Madness
For Georgia women's basketball coach Katie Abrahamson-Henderson, Saturday is just another business trip. Here's why.
Meet the Mid-Penn Conference winter sports all-stars
See who made the Mid-Penn Conference all-star winter teams in basketball and wrestling.
Wisconsin lawmakers approve measure to allow tribes to offer online sports betting
MADISON, Wis. (AP) — As sports fans wager billions of dollars on the NCAA basketball tournaments, Wisconsin lawmakers are taking a shot at an expanded sports betting plan that could ...
Wisconsin lawmakers take a shot at joining the ranks of states allowing online sports betting
MADISON, Wis. (AP) — As sports fans wager billions of dollars on the NCAA basketball tournaments, Wisconsin lawmakers are taking a shot at an expanded sports betting plan that could bank big bucks for…
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
Colorado voters will decide whether to ban trans kids from gendered sports, outlaw gender-affirming surgery for children
Voters will also be asked whether to make child sex trafficking punishable by life in prison without the possibility of parole
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
A gaming CEO asked ChatGPT how to avoid paying a $250 million bonus. It didn’t work
Krafton's AI-assisted scheme to oust the makers of Subnautica 2 just collapsed in court after a judge ruled the company had to reinstate the CEO and payout the bonus.
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
Dante Moore reveals mental health struggles, asks Oregon governor for more state resources
In a letter to Oregon's governor, Moore cited the pressure thrust upon him as an 18-year-old freshman starting quarterback at UCLA in 2023.
PR firm solo operators use AI to support their strategic services
Boutique PR agency solopreneurs use AI to streamline tasks, allowing focus on client strategy and creative work.
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
Chapelle’s power hitting senior nears end of five-year run as a two-sport varsity standout
The roots of Kelsie Schmidt’s success as a two-sport standout at Chapelle began on the spray-painted lines of a basketball court outside her family home in Kenner.
Zambia's election: Aspiring female politicians asked for sexual favours, official says
These reports harm attempts to close the wide gender representation gap in Zambia, activists say.
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.
Morning Sports: March 17, 2026
Sheridan HS Boys Basketball: It takes a team effort to win a state championship in a team sport such as basketball. Twenty-three different teams wore Sheridan Bronc jerseys since SHS last won a boys basketball state championship in 2003 and this year’s team put it all together and ended the slump. Head Coach Jeff Martini […]
Nebraska football commit invited to renown quarterback competition
Nebraska quarterback commit Trae Taylor earned an invitation to the Elite 11 Finals in Los Angeles following his play at the Dallas Regional.
Knox County Republicans battle over provocative political mailer
Far-right conservative campaign consultant Erik Wiatr asked state officials to weigh in on a mailer that targets him and his candidates.
Back to Dresden: Lin Dunn's grit in fight for women's sports was baked in South
IndyStar visited basketball legend Lin Dunn in her hometown Dresden, Tenn., where she first realized life wasn't always fair for women in sports
Can the Keto Diet Really Improve Mental Health?
Health Secretary Robert F. Kennedy Jr. recently said that the diet could “cure” schizophrenia. We asked experts about the claim.
Nvidia's Jensen Huang pitches tokens as recruitment strategy
Jensen Huang said engineers will soon be asking "how many tokens comes along with my job?" and is willing to pay them tokens worth half their salary.
Basketball box scores and results, other sports results for Monday, March 16, 2026; Playoff schedule
MONDAY’S RESULTS Boys Basketball PIAA CLASS 5A PLAYOFFS Semifinals Western Region Chartiers Valley vs. West York, ppd. Eastern Region Upper Moreland...
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
Accused DC pipe bomber tells court Trump’s broad Jan. 6 pardon should apply to him
The Virginia man accused of planting two pipe bombs in Washington, DC, the night before the 2021 US Capitol riot asked a federal judge on Monday to dismiss his case, arguing that President Donald Trump’s expansive pardon of January 6 rioters applies to him.
CEO Asks ChatGPT How to Void $250 Million Contract, Ignores His Lawyers, Loses Terribly in Court
The CEO of Krafton used ChatGPT to push out the head of the studio developing Subnautica 2 against the advice of his own legal team and failed miserably.
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
4 Takeaways From the College Basketball Crown Bracket Reveal
FOX Sports' Michael Cohen offers up four takeaways following the reveal of the 2026 College Basketball Crown bracket.
NCAA Tournament predictions: South region Cinderella, team to avoid and winner from college basketball expert
College basketball expert Thomas Casale looks at the South region in the 2026 tournament and picks a Cinderella, team to avoid and regional champion
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
Judge delivers bombshell order for Krafton to reinstate fired Subnautica 2 devs and CEO, putting $250m bonus package back on the table
A judge has ruled that fired Subnautica 2 leads including the former Unknown Worlds CEO must be reinstated, with their $250m bonus package extended.
From the sports desk: Let the ‘Madness’ begin
On Selection Sunday, Duke, UConn take top seeds in men’s and women’s brackets.
Partisanship and science
I recently participated in a symposium of the Denver-based Institute for Science & Policy, during which I had a “fireside chat” with Tony Mills of the American Enterprise Institute. Mills has written extensively on the politicization of science, and the two of us had a very enjoyable hour-long conversation on the topic. You can watch it below. The main questions we dealt with are why there is such a vast partisan gap in trust of science, and to what extent this is a unique moment. Mills helpfully brings a good deal of data to the discussion, as he did in this useful piece at Issues in Science & Technology. Tusk depends on reader support. To support this work, please become a paid subscriber. Subscribe Note this graph, drawing on a range of survey data to demonstrate partisan attitudes toward science since 1970s. As it demonstrates, there’s been a very sharp partisan divergence in confidence in science during the Trump Era, starting prior to the Covid pandemic. At least in part, we can attribute this to a rise in populist anti-science rhetoric embraced by Trump, his appointees, and those in his media orbit. But as the graph also shows, the partisan divide has existed in the past, and it’s not always in the same direction. The largest divergence in party views toward science prior to 2016 was in the 1970s, when liberals equated scientific achievement with the military-industrial complex and thus trusted it less. That era of scientific mistrust is often overlooked. Indeed, as Mills notes, the Moon landings (1969-72), which today are considered one of the last great moments of national unity, were experienced nothing like that at the time. There was sharp debate back then over whether the Apollo missions were worth the vast expenditures when the country had so much else to deal with. It’s outside the dataset, and we don’t have the partisanship lens for it, but the 1950s was another deeply anti-science decade, with critics of intellectuals and college professors alleging their ties to communism and their lack of commitment to basic American moral beliefs. This was the subject of Richard Hofstadter’s 1962 book Anti-Intellectualism in American Life, in which he quotes religious leaders like Franklin Graham: [In place of the Bible] we substituted reason, rationalism, mind culture, science worship, the working power of government, Freudianism, naturalism, humanism, behaviorism, positivism, materialism, and idealism. [This is the work of] so-called intellectuals. Thousands of these “intellectuals” have publicly stated that morality is relative—that there is no norm or absolute standard.… This fervor was heavily whipped up by Sen. Joe McCarthy (R-Wisconsin), although it’s clear that not all his fellow Republicans were on board with his red-baiting. What ended that era? The simple answer is the 1957 launch of Sputnik. Americans became afraid that they were losing to Soviet scientists, and suddenly university researchers and government projects were awash with funding. In our conversation, I asked Mills about the possibility of us having a Sputnik moment again that would rally the American public in favor of science today. Mills argued that the COVID-19 pandemic was essentially a Sputnik moment — a terrifying threat to all Americans that required scientific advances to address. But thanks in part to political polarization and the populist and conspiratorial leanings of Donald Trump, we got the opposite of a unifying moment. Many Americans turned against science, despite science actually stepping up in that moment. As we discussed in the chat, it’s not clear what scientists could or should be doing in this moment to increase faith in their work. As Mills notes, one of the chief complaints against scientists and professors is that they’ve become too political; scholars becoming even more political might not help them achieve their goals. This (mainly Republican-driven) anti-science era will end, of course, but it’s not clear what event will bring that about. Share
1 Food Women Should Eat More Of To Prevent Menopause Symptoms
In TODAY.com's Expert Tip of the Day, a dietitian reveals the "incredibly important" diet change to make as women go through menopause.
UCLA was snubbed by women's NCAA tournament selection committee
The UCLA women's basketball team drew the toughest NCAA tournament regional field after getting passed over for the No. 1 overall seed.
March Madness men's tournament analysis: Teams, players to watch
Here's a look at the players to watch, potential Cinderella teams and matchup analysis for each region of the 2026 NCAA men's basketball tournament.
Who could join Casey Alexander's staff at Kansas State basketball
Casey Alexander's first order of business as Kansas State's coach will be to build his coaching staff. Here are some names to monitor.
Farage Mega Donor Exposes Vulnerability in UK Politics
Britain’s biggest political donor is a crypto investor and aviation entrepreneur who has lived in Thailand for more than two decades. The £12 million ($16 million) that Christopher Harborne gave to Nigel Farage’s Reform UK last year wouldn’t be permitted in France, Canada or Ireland. If you’re sensing something askew with the UK’s rules for campaign finance contributions, you’re not alone.
Women’s Basketball: TCU earns No. 3 seed in NCAA Tournament
Horned Frogs begin March Madness journey hosting UC San Diego on Friday
Kentucky Basketball makes history with its NCAA Tournament seeding
Kentucky will have a rare pathway as the enter the 2026 NCAA Tournament
FSU basketball declines invite to NIT
Seminoles end the year with 18-15 record
Tip times and teams for 2026 NCAA men’s basketball tournament First Four and first round
Hilton Singapore GM said hires should do one thing in interviews
Michael Janssen said potential hires should ask more than four questions in interviews to understand the role and gain career advice.
See Kansas basketball’s ranking in USA TODAY Sports Coaches Poll
Kansas basketball is about to set out on a NCAA tournament run. Here’s where the Jayhawks rank in the top 25 of the USA TODAY Sports Coaches Poll.
Wisconsin will lose to High Point, CBS Sports’ Clark Kellogg predicts
Should Wisconsin basketball be on upset alert in March Madness? CBS Sports’ Clark Kellogg says Badgers will lose in the first round.
UCLA men's basketball earns No. 7 seed, to face No. 10 UCF in Philadelphia
The UCLA Bruins will open the NCAA men's tournament against Central Florida in an East Regional game on Friday.
March Madness bracket: 2026 NCAA men's tournament field is set
A look at the entire bracket for the 2026 NCAA men's basketball tournament. Duke, Arizona, Michigan and Florida are No. 1 seeds.
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
Arkansas basketball will open NCAA Tournament against Hawaii
The Razorbacks will face the Big West Tournament champions in the first round of the NCAA Tournament in Portland, Oregon.
State Police investigating vandalism at Ellington business
State Police are asking for the public’s help in identifying a suspect in an Ellington vandalism incident.
Manchester schools ask business leaders to push for adequate funding
Manchester Superintendent of Schools Jennifer Chmiel went before members of the Greater Manchester Chamber of Commerce at it’s offices on Friday, urging business owners to advocate for adequate funding for
2026 Women's March Madness favorites: Ranking the top 20 teams based on odds
Here's a look at the women's March Madness power rankings, sorting the top 20 basketball teams by championship odds on March 16
Tennessee State to Play Iowa State in NCAA Men's Basketball Tournament
The Tennessee State men's basketball team will be a No. 15 seed and play No. 2 seed Iowa State in the First Round of the 2026 NCAA Division I Men's Basketball Championship.
Arkansas teens asking for real health ed - Talk Business & Politics
No one said having important health conversations with teenagers was going to be easy, but does it have to be so hard? It doesn’t, and Teen Health Arkansas (THAR) launched...
Men’s College Basketball Bracketology for Selection Sunday Morning 2026
The only real drama left is the Atlantic 10’s bid total and how that will affect the Cut Line picture.
USA TODAY Sports projects Nebraska to play this Summit League team
Today is the day that Nebraska will learn its opponent for the opening round of the NCAA Tournament.
2026 NCAA Tournament bracket expert picks: No. 1 seeds predicted before Selection Sunday show
Michigan has a lot on the line Sunday vs. Purdue in the Big Ten Championship
Who is Jay Parry? The CEO behind Phoenix's NCAA Women’s Final Four
Jay Parry has put on several major events in Arizona, including the Super Bowl in 2015 and 2023. Her next task is bringing the Women's Final Four.
How Gabriela Jaquez became a breakout shooting star for No. 2 UCLA
In late November, Gabriela Jaquez scored 29 points against Tennessee.
Egypt’s Mixed Signals: Activist Releases Amid Crackdowns Signal Fragile Politics
2026 began uneasily for Syrians in Egypt. In Rehab City, an upscale suburb east of Cairo that became home to many Syrians fleeing civil war under the Assad regime, security officials entered a crowded restaurant and asked diners to produce their residency permits. Scenes like this have become increasingly common in Egypt, alongside a malicious…
How much Uber, Lyft, DoorDash, other gig workers made per hour in 2025
Taskrabbit, Walmart's Spark, and Uber were among the gig-work services with the highest hourly rates in 2025, new data from Gridwise found.
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.
Emotional Abuse in College Sports
March Madness is here. The high-stakes, sudden-death college basketball tournament is a beloved tradition in American sports. For the players, it’s a chance to showcase the skills they’ve developed through years of hard training of the body and mind. In many cases, that push produces incredible feats of athletic performance. But an investigation by reporters Julia Haney and Elizabeth Santos has found instances in which athletes allege that the push from coaches goes too far. Emotional abuse by coaches, some athletes maintain, can cause lasting, even irreparable damage. On this episode of The Sunday Story, we hear from athletes who fought back.*A warning that today’s story includes mentions of sexual and emotional abuse, suicide, bullying and includes explicit language.
High school basketball: State championship results
CIF state championship boys and girls basketball scores for Friday and Saturday.
Basketball box scores and results, other sports results for Saturday, March 14, 2026; playoff schedule
SATURDAY’S RESULTS Boys Basketball PIAA CLASS 6A PLAYOFFS Quarterfinals Western Region Central Dauphin 54, New Castle 43 New Castle 11 9 18 5 —...
ACC basketball tournament scores, schedule, results: Duke holds off Virginia to win conference title game
Duke needed to rely on its defense to close out Virginia.
Duke Basketball Toughness Yields Program's 24th ACC Tournament Crown
The 2025-26 Duke basketball team secured Jon Scheyer's third ACC Tournament championship as head coach.
Johansson wins gold, 10 Huskers compete at NCAA Indoor Championships
Led by senior gold medalist shot putter Axelina Johansson, the Nebraska women's track and field team finished sixth place at the NCAA Indoor Championships over the weekend. Johansson threw 19.55
College basketball world reacts to Arizona winning Big 12 Tournament
Arizona men’s basketball has completed the Big 12 championship sweep with a 79-74 grind out win against Houston. Led by the freshman duo of Koa Peat and Brayden Burries, who both had 21-point performances, the Wildcats now ride a 9-game win streak into the NCAA tournament. After losing the regular season matchup and Big 12 […]
Freeland buries late 3s for first MHSAA boys basketball state title
Freeland beat Hudsonville Unity Christian 42-32 in the MHSAA boys basketball Division 2 state championship game in East Lansing on Saturday.
2026 Big 12 men's basketball tournament bracket, scores, results: Arizona tops Houston in Big 12 title game
A number of teams could provide a very real challenge to the Wildcats this weekend in the Big 12 tournament.
Politics Unplugged (Full Episode) March 15, 2026
This week on Politics Unplugged, Amy Edwards Holmes, the woman tasked with finding wasteful spending in the state government, explains how the process will work. Then, consultants Dawn Penich and Marcus Dell’Artino discuss the federal government collecting data from Arizona’s 2020 election and the fight over school construction funding in Arizona.
ACC basketball tournament live updates, scores, bracket: Duke takes on Virginia in title game
Pewamo-Westphalia outlasts Lewis Lovejoy eruption for D-3 MHSAA state title
Pewamo-Westphalia beat Arts and Technology Academy of Pontiac, 61-57, in the Division 3 boys basketball state championship on Saturday, March 14.
Saturday Sports: State tournament basketball and hockey
Here’s a recap of your North Country sports this Saturday.
SEC basketball tournament live updates, scores, bracket: Ole Miss takes on Arkansas; Vanderbilt routs Florida
Where to watch the top 16 women's college basketball team reveal: Time, TV, stream
In an effort to help the sites prepare and get tickets sold, the NCAA will release the top 16 teams on Saturday afternoon.
Rockford adjustment clamps KJ Torbert, East Lansing in MHSAA D-1 final
Rockford made a defensive tweak in the fourth quarter and rallied to beat defending champion East Lansing 54-50 in 2026 MHSAA Division 1 state final.
Who will be Eastern Michigan's next basketball coach? Five names to watch
Eastern Michigan parted ways with head coach Stan Heath on Sunday, at the end of his five-year contract. He didn't have a single winning season.
Concord downs Detroit Douglass in MHSAA boys basketball D-4 title game
Concord beat Detroit Douglass, 60-47, in the MHSAA Division 4 boys basketball state title game on Saturday, March 14.
Duke player to sports bettors: 'I hope you blow your knee out'
Duke men's basketball player Isaiah Evans said prop bets aren't healthy for the sports. He told WRAL's Brian Murphy that he and his Blue Devil teammates hear from people about their prop bets, including immediately after Saturday's ACC Tournament semifinal, and it is not helpful, even harrassment.
Duke player: Harassment by sports betting losers is out of hand
Duke men's basketball player Isaiah Evans said prop bets aren't healthy for the sports. He told WRAL's Brian Murphy that he and his Blue Devil teammates hear from people about their prop bets, including immediately after Saturday's ACC Tournament semifinal, and it is not helpful, even harrassment.
Roundup: Staples Basketball, Overdose Education, Entertainment Options …
Historic wins for hoopsters
IHSAA boys basketball regionals: Scores, highlights, stats from Indiana
Find out who is advancing in the Indiana boys basketball tournament. Keep up with which Indiana teams win regional titles
How Israeli domestic politics affect the Iran war
NPR's Scott Simon asks former Israeli deputy national security adviser Chuck Freilich, now at Columbia University, about Israeli domestic politics and their effect on the Iran war.
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.
Would Norman Dale of 'Hoosiers' hold up as a high school coach today?
If you walked into a gym today, would the Hickory High basketball coach's role hold up? We took a deeper look, and consulted an expert.