SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " benefit " 2,085 found 🔀 AI-powered Shuffle
What a Kentucky bill could mean for Sen. Rand Paul
The legislation would benefit Sen. Rand Paul, R-Ky., a potential White House candidate in 2028.
CWA DISTRICT 1 STATEMENT ON TODAY’S STATE HEALTH BENEFITS COMMISSION MEETING
TRENTON, NJ – CWA District 1 issued the following statement in response to today’s State Health Benefits Commission meeting:
Cocktail Chemistry at the Science and Discovery Center
All proceeds will benefit the Science and Discovery Center of Northwest Florida, a 501(c)3 corporation.
‘Race for the future’: Which countries — and what values — will prevail in science?
In a Yale visit, Harvey Fineberg, a renowned health policy researcher, discussed how the U.S. can keep pace in the global science “race” — and why it will benefit all of humankind.
Day One Coverage with the Compass MEC and MVP Health Benefit Plan
AHCA/NCAL has had an exclusive partnership with Compass Total Benefit Solutions for more than 10 years to offer employee health and insurance programs. Compass has developed innovative solutions that meet the business needs of AHCA/NCAL members that ar...
Off-farm income supports 30% to 40% of agricultural producers
Many farmers rely on outside income for cash flow, benefits and business growth, but time management and sustainability planning remain critical.
New £1.5m research facility plan for New Cross Hospital
A new clinical centre will bring big benefits for patients, staff and the health system, say bosses.
The psychology of holidays: the perfect space between breaks according to science
As the great Easter break begins, It’s tempting to base annual leave around maximising days out of the office, but there’s a much better way to make the most of your holiday. Lydia Spencer-Elliott followed made one big change to her annual leave schedule and was shocked by the benefits
THE POLICY PROGNOSIS | Health Supply Chains Are Understudied, Limiting Focus on Patients
Previously, this column has scrutinized the lack of accountability in hospital systems, health insurance companies, pharmaceutical manufacturers, pharmacy benefit managers (PBMs) and their negotiators for raising U.S. health care costs. However, far more financial incentives exist to overcharge consumers for medications and services, and scarcely discussed negotiators may be taking revenues at every stage of...
Sleeping 11 minutes longer each night shows surprising health benefit, study finds
New research suggests that improving heart health may be less about drastic lifestyle changes and more about small, consistent daily habits.
Sleeping 11 minutes longer each night shows surprising health benefit, study finds
New research suggests that improving heart health may be less about drastic lifestyle changes and more about small, consistent daily habits.
Navigating the social media minefield
Scientists and researchers seeking to announce promising findings, exchange ideas or contribute to policy discussions outside of academic circles may find social media an expedient tool.But increasingly, scientists and other professionals are discovering that online platforms can be a double-edged sword: while sharing their work and expertise is crucial for visibility and meeting funder expectations, it also exposes them to baseless criticism and even accusations of spreading false information."It is getting harder and harder for scientists, and researchers in general, to convey their findings without facing attacks on their legitimacy and accuracy of their research," says Valère Ndior, a professor of public law at the University of Western Brittany in Brest, France, who has spent more than a decade studying misinformation on social media. Researchers attempting to challenge deceptive online information may themselves be accused of political bias or not being objective in their research, he explains, adding that some scientists disengage because they feel overwhelmed and unable to sustain meaningful dialogue. "It is quite sad to see in some instances that researchers end up leaving social media altogether because they feel like the pressure is getting too intense or feel threatened," he says.Ndior, a past president of the Francophone Network of International Law, is also involved in European efforts to make science and research findings more accessible to the public. As an ambassador for the Science Comes to Town (SCTT) project, he has participated in recent discussions on public perceptions of science and online misinformation. The European Commission-funded initiative connects Brest and two other cities — Kiel in Germany and Split in Croatia — and aims to strengthen ties between communities, universities and research institutions to promote science awareness and cooperation across Europe.Coordinated campaigns around contentious topicsNdior draws a clear distinction between critical thinking and thoughtless criticism. Yet he sees online discussions being increasingly shaped by suspicious behaviour and coordinated information campaigns — including "raids" aimed at dominating discussions and "astroturfing," where small groups act as larger movements to sway debates. Tracking these patterns has become harder because some platforms have restricted data or charge for it, despite provisions of the European Union's Digital Securities Act aimed at ensuring researchers can have access to such data. According to Ndior, "platforms became more reluctant from the moment access to data became a legal requirement rather than a voluntary initiative."Unfounded claims and scepticism about science existed long before Internet chat groups. But the noticeable rise in online hostility has intensified around contentious topics, such as the coronavirus pandemic and climate change, alongside the weakening of gatekeepers to moderate content.For Ndior, dubious claims about pandemic countermeasures and vaccine safety highlighted the struggle between "balancing freedom of expression and the protection of public health and order." Efforts to remove social media content deemed false or risky for public health triggered accusations of censorship and the silencing of legitimate discussion, and in some cases, legal challenges.Concerns about attacks on the credibility of scientists and researchers have generated a flurry of academic papers in recent years and prompted professional communities to address ways to counter online attacks. Such unease extends to the generation that has grown up with digital media. Ndior points out that his students, some of whom research artificial intelligence regulation, hate speech, online surveillance and other controversial topics, hesitate to share their work or viewpoints online. "Many of them don't want to expose themselves too much because they don't feel ready to be faced with the backlash of other people criticising their research," he explains.Safer harbours for engagementLegal challenges against false or defamatory posts are not necessarily a solution — especially given the trans-jurisdictional nature of the Internet. Lawsuits also take time and money, and if they fail, can be counterproductive. Instead, Ndior advises scientists and researchers to be selective in how and where they communicate. Professional online platforms and moderated discussion spaces offer a better environment for engagement. He also highlights the value of more traditional formats, such as radio interviews and in-person discussions at schools, libraries and science fairs, which encourage dialogue with the public. "Personal contact makes a big difference," he says, while acknowledging that these approaches lack the global reach of social media.Ndior’s interest in digital law and online misinformation stems from his time as a doctoral student in international law in the early days of social media. He began analysing posts from governments and heads of state to determine if they could be considered official and thus used as evidence in litigation. His work attracted media attention and led to conference and speaking invitations. "This was not part of my plan," he says, "but this is what happens as a researcher — your interest is sparked by a certain event or phenomenon, and it suddenly becomes your focus."Ndior believes SCTT provides "a double benefit" for researchers, enabling them to connect with peers and interact with the public. "There is a wide community of people who are not in academia who are critical thinkers looking for opportunities to ask questions, to get information and contribute their ideas,” he says. "I really value that kind of feedback."Science|Business, which connects policymakers, academics and industry through its news reporting, analysis and events, is an SCTT partner.
Navigating the social media minefield
Scientists and researchers seeking to announce promising findings, exchange ideas or contribute to policy discussions outside of academic circles may find social media an expedient tool.But increasingly, scientists and other professionals are discovering that online platforms can be a double-edged sword: while sharing their work and expertise is crucial for visibility and meeting funder expectations, it also exposes them to baseless criticism and even accusations of spreading false information."It is getting harder and harder for scientists, and researchers in general, to convey their findings without facing attacks on their legitimacy and accuracy of their research," says Valère Ndior, a professor of public law at the University of Western Brittany in Brest, France, who has spent more than a decade studying misinformation on social media. Researchers attempting to challenge deceptive online information may themselves be accused of political bias or not being objective in their research, he explains, adding that some scientists disengage because they feel overwhelmed and unable to sustain meaningful dialogue. "It is quite sad to see in some instances that researchers end up leaving social media altogether because they feel like the pressure is getting too intense or feel threatened," he says.Ndior, a past president of the Francophone Network of International Law, is also involved in European efforts to make science and research findings more accessible to the public. As an ambassador for the Science Comes to Town (SCTT) project, he has participated in recent discussions on public perceptions of science and online misinformation. The European Commission-funded initiative connects Brest and two other cities — Kiel in Germany and Split in Croatia — and aims to strengthen ties between communities, universities and research institutions to promote science awareness and cooperation across Europe.Coordinated campaigns around contentious topicsNdior draws a clear distinction between critical thinking and thoughtless criticism. Yet he sees online discussions being increasingly shaped by suspicious behaviour and coordinated information campaigns — including "raids" aimed at dominating discussions and "astroturfing," where small groups act as larger movements to sway debates. Tracking these patterns has become harder because some platforms have restricted data or charge for it, despite provisions of the European Union's Digital Securities Act aimed at ensuring researchers can have access to such data. According to Ndior, "platforms became more reluctant from the moment access to data became a legal requirement rather than a voluntary initiative."Unfounded claims and scepticism about science existed long before Internet chat groups. But the noticeable rise in online hostility has intensified around contentious topics, such as the coronavirus pandemic and climate change, alongside the weakening of gatekeepers to moderate content.For Ndior, dubious claims about pandemic countermeasures and vaccine safety highlighted the struggle between "balancing freedom of expression and the protection of public health and order." Efforts to remove social media content deemed false or risky for public health triggered accusations of censorship and the silencing of legitimate discussion, and in some cases, legal challenges.Concerns about attacks on the credibility of scientists and researchers have generated a flurry of academic papers in recent years and prompted professional communities to address ways to counter online attacks. Such unease extends to the generation that has grown up with digital media. Ndior points out that his students, some of whom research artificial intelligence regulation, hate speech, online surveillance and other controversial topics, hesitate to share their work or viewpoints online. "Many of them don't want to expose themselves too much because they don't feel ready to be faced with the backlash of other people criticising their research," he explains.Safer harbours for engagementLegal challenges against false or defamatory posts are not necessarily a solution — especially given the trans-jurisdictional nature of the Internet. Lawsuits also take time and money, and if they fail, can be counterproductive. Instead, Ndior advises scientists and researchers to be selective in how and where they communicate. Professional online platforms and moderated discussion spaces offer a better environment for engagement. He also highlights the value of more traditional formats, such as radio interviews and in-person discussions at schools, libraries and science fairs, which encourage dialogue with the public. "Personal contact makes a big difference," he says, while acknowledging that these approaches lack the global reach of social media.Ndior’s interest in digital law and online misinformation stems from his time as a doctoral student in international law in the early days of social media. He began analysing posts from governments and heads of state to determine if they could be considered official and thus used as evidence in litigation. His work attracted media attention and led to conference and speaking invitations. "This was not part of my plan," he says, "but this is what happens as a researcher — your interest is sparked by a certain event or phenomenon, and it suddenly becomes your focus."Ndior believes SCTT provides "a double benefit" for researchers, enabling them to connect with peers and interact with the public. "There is a wide community of people who are not in academia who are critical thinkers looking for opportunities to ask questions, to get information and contribute their ideas,” he says. "I really value that kind of feedback."Science|Business, which connects policymakers, academics and industry through its news reporting, analysis and events, is an SCTT partner.
Ingredion and Holobiome map gut microbiome to unlock targeted health benefits
Ingredion has partnered with Holobiome to use AI and its database of two million bacterial genomes to predict how specific ingredients will interact with human health before clinical trials. The research expands beyond digestion to explore how sweeteners, plant proteins, and texture solutions influence the gut-brain axis, including sleep and mental health.
Sleeping 11 minutes longer each night shows surprising health benefit, study finds
New research finds that small daily habits, including 11 more minutes of sleep and extra vegetables, are linked to a 10% lower cardiovascular risk.
How Are Health Systems Assessing ROI for AI Tools?
Michael Meucci, CEO of health data platform Arcadia, thinks health systems are changing their thinking about ROI when it comes to AI projects. As providers face tighter budgets, he said they’re broadening how they measure AI’s ROI, including benefits like reducing clinician burnout.
Would the Browns benefit from trading Myles Garrett? It’s complicated
While sources have tried to calm Myles Garrett trade rumors, Cleveland Browns should at least think about the benefits
What teens eat could be affecting their mental health more than we thought
What teens eat might matter more for their mental health than previously thought. A sweeping review of nearly 20 studies found that healthier diets are often linked to fewer depressive symptoms, while poor eating habits may go hand in hand with greater psychological distress. Interestingly, focusing on whole dietary patterns—not just individual nutrients—showed more consistent benefits, suggesting that overall eating habits could play a meaningful role during this critical stage of brain development.
What teens eat could be affecting their mental health more than we thought
What teens eat might matter more for their mental health than previously thought. A sweeping review of nearly 20 studies found that healthier diets are often linked to fewer depressive symptoms, while poor eating habits may go hand in hand with greater psychological distress. Interestingly, focusing on whole dietary patterns—not just individual nutrients—showed more consistent benefits, suggesting that overall eating habits could play a meaningful role during this critical stage of brain development.
Water projects getting a boost from record breaking Colorado sports betting revenue
Scientists discover unexpected benefit to masturbating — but just for men
Dear Abby | Friend with benefits was never really even a friend
Dear Abby: Six months ago, I started spending time with a woman I knew casually for about a year following her traumatic breakup with her ex-boyfriend. At first, we were
Palm Beach boat show fuels local businesses
The Palm Beach International Boat Show in West Palm Beach is drawing tens of thousands of visitors, significantly benefiting local businesses and generating over $1 billion in economic impact.
All-new Star Fox and Zelda: Ocarina of Time remake reportedly set for Switch 2 release this year
Nintendo reportedly has great plans to tap into (and benefit from) our nostalgia this year.
I started baking every week; helped me snack less, eat better
I decided to bake one new treat per week, and saw many benefits. I found myself snacking less and more intentionally, and my mental health improved.
Why Wild Blueberries Are Getting Attention for Heart and Metabolic Health Benefits
Wild blueberries may support heart health by improving blood vessel function, lowering blood pressure, and aiding cholesterol and blood sugar control.
13 surprising ways GLP-1s may benefit the body, according to science
A condition-by-condition guide to GLP-1 drugs breaks down what’s proven, promising and still untested.
Opinion: Celebrity Artists Should Engage More With Politics
Celebrity artists have become increasingly involved in political and social action in the past several months. Perspectives Staff Writer Alyssa Hunnicutt argues celebrities should continue to engage more with social and political activism with the intention to benefit their audiences.
Gala to benefit the San Francisco Community Health Center
Community health centers play a huge part in keeping the region safe and healthy. Some patients who really need help may fall through the cracks otherwise. That's where the San Francisco Community Health Center (SFCHC) comes in.
Democratic lawmakers highlight pay gap; business group raises concerns on wage transparency bill
Democratic lawmakers marked Equal Pay Day on Thursday by highlighting persistent wage disparities in Connecticut while backing legislation that would require employers to disclose salary ranges and benefits in job postings.
The Health Benefits of Baby Bonds | Johns Hopkins Bloomberg School of Public Health
Early wealth-building policies are popular and effective.
How a Healthy Mind-Set Influences Longevity
A few qualities, including a sense of purpose, seem to have real benefits — especially as you age.
Trump Draws Bipartisan Backlash for Easing Oil Sanctions on Russia and Iran
Republicans and Democrats alike have criticized the Trump administration’s moves, taken to stabilize oil markets rocked by the war with Iran, warning that it is benefiting two U.S. adversaries.
New proposal would cap Social Security benefits at $100K for wealthy couples
A new proposal from the Committee for a Responsible Federal Budget would cap Social Security benefits for wealthy couples at $100,000 annually, with a $50,000 limit for single retirees.
Concerned Veterans for America lines up behind Byron Donalds' campaign for Governor
'His leadership is grounded in practical results that benefit all Floridians.'
Health benefits of whole grains; free nutrition coaching available
Today is Whole Day for Whole Grain. This celebration spotlights the taste, versatility and health benefits of whole grains.
Glyphosate: A story of science, risk, and nuance
In the summer of 2014, a California groundskeeper named Dewayne Johnson started noticing patches of raw, weeping skin spreading across his body. He had spent years applying Roundup, Monsanto’s glyphosate-based herbicide, for a school district, sometimes drenched in it when equipment malfunctioned. By 2014, he had a diagnosis: non-Hodgkin’s lymphoma. In 2018, a jury awarded him $289 million in damages, later reduced on appeal. Tens of thousands of lawsuits followed. The story hasn’t quieted down. It’s all over the internet, swinging between “this will kill you, buy organic” and “relax, you’re fear-mongering.” Some of that recent chatter stems from an Executive Order protecting glyphosate and its production, which set off intense infighting within the MAHA movement. Some of it reflects a deeper truth: Americans genuinely care about harmful chemicals in their environment (see poll below). And the conversation isn’t going anywhere, with a Supreme Court case involving Monsanto set for this April. Glyphosate (the active ingredient in Roundup) is one of the most widely used herbicides in the world. But does glyphosate cause cancer? And how much exposure is actually risky? With so much mistrust in institutions and corporations (and some genuine conflicts of interest), making sense of the actual scientific evidence is genuinely hard. Here is a translation of what the scientific evidence actually says. Does glyphosate cause harm? Glyphosate is an herbicide that kills most plants it contacts rather than targeting specific species. It works by blocking an enzyme pathway (EPSPS) that plants and many microorganisms need to produce essential amino acids. Without those amino acids, the plant can’t grow and dies. Glyphosate was first developed by Monsanto in the 1970s and became ubiquitous after the company introduced “Roundup Ready” crops in the 1990s. In 2024, Bayer removed glyphosate from residential Roundup-branded products due to litigation pressure. But today it is still the most widely used herbicide in the world. Farmers also discovered they could spray it directly on crops like oats, lentils, beans, and peas just before harvest to dry them out faster and make harvesting easier. Because of its widespread use, it’s obviously really important to understand if it’s harmful to humans. The key principle: The dose makes the poison The most important concept in toxicology is that “the dose makes the poison.” Sixteenth-century physician Paracelsus articulated what remains the foundational principle of toxicology: sola dosis facit venenum. Water will kill you if you drink enough of it. Aspirin saves lives at 81 milligrams and causes internal bleeding at higher chronic doses. So, at what dose is glyphosate poisonous? The LD50 in rats (the dose that kills half the test animals) is around 5,600 mg/kg body weight. Table salt is roughly 3,000 mg/kg. By that classic measure, glyphosate is less acutely toxic than salt. But some people are exposed to a lot of glyphosate through their work. And among the general public, there are many questions about low-dose, cumulative exposure from multiple sources over long periods. Does glyphosate cause health problems? Cancer Correlation maps are striking, with one analysis finding that 60% of counties that spray the most glyphosate have non-Hodgkin’s lymphoma rates above the national average. But correlation alone doesn’t establish cause, which is why animal and human studies matter. In animals: Rat studies are typically what most fear is rooted in, but most people don’t know the study details on the dosage given to rats. A pooled analysis of the 13 most rigorous rat studies found evidence that very high doses, around 55,000 times greater than typical food residue exposure, can cause certain cancers. In humans: One of the strongest studies followed 55,000 herbicide users over 20 years and found no overall increased cancer risk. There was one signal: among those with the highest use, rates of acute myeloid leukemia (AML) appeared elevated. A broader meta-analysis of 18 human studies also found no overall cancer risk, though a separate meta-analysis focused specifically on non-Hodgkin lymphoma found that people with high cumulative glyphosate exposure faced a 41% higher relative risk compared to those with low or no exposure. These human studies are observational studies (randomized controlled trials would be unethical), and meta-analyses are only as reliable as the studies they pool. But the story seems consistent: at very high exposure levels, there may be some cancer risk. But that’s about as far as the science currently takes us. Emerging research: gut and reproductive health Gut: Because glyphosate targets a pathway that exists in some gut bacteria, scientists have questioned whether it could affect the microbiome. In mice, a 2023 University of Iowa study found that glyphosate altered gut bacterial composition and raised markers of intestinal inflammation. A 2024 systematic review found similar patterns: disrupted gut bacteria and problems with the mucus layer that protects the intestinal wall in mice. Whether this translates to humans is an open question. The human gut is highly variable and resistant, and we don't yet have strong studies confirming the same effects in people. Reproductive health: Animal studies have found that glyphosate-based herbicides can interfere with reproductive hormones, including disrupting egg cell development in mice and reducing the number of eggs available in sheep’s ovaries. However, the doses used in these experiments were high, so it’s not yet clear whether the same effects would occur in humans. On the human side, a 2021 pilot study led by Mount Sinai researchers tested urine samples from pregnant women across the U.S. and found glyphosate in 95% of them. The study also found a possible connection between higher glyphosate exposure during pregnancy and a subtle physical difference measured in female newborns. That said, some connections weren’t statistically reliable and this was a small study. The researchers themselves said more and larger studies are needed before drawing firm conclusions. What do regulators say about glyphosate safety? In 2015, the International Agency for Research on Cancer (IARC), part of the World Health Organization, classified glyphosate as "probably carcinogenic to humans" (Group 2A). The classification is worth taking seriously. But, there’s an important distinction: IARC classifies hazard, meaning the potential to cause harm under some conditions. It does not assess risk, which accounts for actual exposure levels and the real-world probability of harm. The U.S. EPA, the European Food Safety Authority, Health Canada, and regulatory agencies in Australia and Japan have all concluded that glyphosate is “unlikely to be carcinogenic to humans” at realistic exposure levels. They’re asking a different question: given how much of this people actually encounter, what is the probability of harm? Your actual exposure is what determines your actual risk. What does glyphosate mean for your daily life? At the grocery store: Food residues are small. The EPA’s acceptable daily intake is 1.75 mg/kg of body weight per day. To hit that threshold from oatmeal alone, a 150-pound adult would need to eat roughly 50 pounds of oats every day. But this calculation addresses only one pathway (food), and we don’t yet have robust tools to measure people’s actual total exposure. If reducing exposure matters to you, organic certification prohibits synthetic herbicides, and organic oat products generally test at lower or undetectable levels. Either way, a diet rich in whole grains, conventional or organic, is far better for your health than one that omits them out of fear of residues. On the farm: Occupational exposure is orders of magnitude higher than consumer exposure. Farmers and farm workers who mix, load, and apply glyphosate-based herbicides, especially without protective equipment, face meaningfully different risk profiles. Proper PPE isn’t optional. Integrated weed management strategies that rotate chemical modes of action are also worth taking seriously, both for health and for long-term effectiveness. If you live near a farm: Spray drift is real. Concentrations near field edges can spike during and after application, particularly on windy days. This is an area where I think public health could really step up and empower rural communities with buffer zones, rather than placing the onus on individuals. But for now, knowing your local agricultural calendar and keeping windows closed during application are the first steps. Bottom line Dewayne Johnson was exposed to glyphosate at levels most people will never encounter, and a jury decided he deserved compensation. That outcome is not evidence that the oatmeal in your pantry is dangerous. But it is a reminder that the dose, the context, and the person doing the exposing all matter enormously. Glyphosate is a chemical tool with benefits, trade-offs, and genuine open scientific questions. Learning to hold that complexity without collapsing into panic or dismissal is, honestly, one of the most useful and hardest things to do in navigating modern health science. Love, YLE Your Local Epidemiologist (YLE) is founded and operated by Dr. Katelyn Jetelina, MPH PhD—an epidemiologist, wife, and mom of two little girls. Hannah Totte, MPH, is an epidemiologist and YLE Community Manager. YLE reaches more than 425,000 people in over 132 countries with one goal: “Translate” the ever-evolving public health science so that people will be well-equipped to make evidence-based decisions. This newsletter is free to everyone, thanks to the generous support of fellow YLE community members. To support the effort, subscribe or upgrade below: Subscribe
Consumer Sleep Technology Can Support Better Sleep, With Limits
A commentary Miller School of Medicine researchers underscores that pairing sleep and exercise may produce greater health benefits.
Scene Calendar: Local theater, art, local benefits and more
A comprehensive list of Gainesville-area entertainment events.
CVS Health and FTC Staff Agree to Proposed Insulin Settlement
The agreement would cover the company’s Caremark pharmacy benefit manager unit, which has denied wrongdoing.
Talking politics at work may support employee well‑being
Study challenges the conventional wisdom about avoiding talking politics at work, showing that it can sometimes benefit employee well-being.
We’ve Been Underestimating Flying Foxes
Australia used to incinerate the large fruit bats, but research suggests they bring hundreds of millions of dollars in benefits to the country’s economy.
We’ve Been Underestimating Flying Foxes
Australia used to incinerate the large fruit bats, but research suggests they bring hundreds of millions of dollars in benefits to the country’s economy.
Stopping GLP-1 drugs like Ozempic erodes heart health benefits quickly, new study finds
Stopping GLP-1 drugs like Ozempic quickly erodes heart protection, with two years off the medication raising cardiovascular risk by 22%, a new study finds.
Mediterranean diet may boost mitochondrial signals linked to heart and brain health
A study led by researchers at the USC Leonard Davis School of Gerontology suggests that the benefits of the Mediterranean diet may be driven, in part, by tiny proteins hidden within our mitochondria, ...
Senior Playgrounds Are the Latest Healthy Aging Trend With Real Benefits
They're full of low-impact equipment for seniors to get their bodies moving and keep their minds active.
Trump’s Political Risk Insurance Plan for Ships in the Gulf Could Benefit China, Says Democratic Senator
President Trump’s $20 billion plan to provide political risk insurance for ships aimed at unblocking the Strait of Hormuz could end up ultimately
Funny business: Humor scholars on whether jokes help or hurt at work
Leeds researchers Tony Kong and Peter McGraw agree humor has real workplace benefits, but pulling it off can be tricky.
A promising fatty liver treatment may raise cancer risk
A surprising new study reveals that blocking a supposedly protective enzyme, Caspase-2, could actually backfire—raising the risk of chronic liver damage and cancer over time. Researchers found that without this enzyme, liver cells grow abnormally large and accumulate genetic damage, leading to inflammation, scarring, and eventually tumors, especially with age. While inhibiting Caspase-2 may offer short-term benefits, such as reducing fatty liver disease, the long-term consequences appear dangerous.
Your Thymus and Your Healthspan
Our thymus gland plays a central role in the development or our immune system, specifically for supporting T cell development (how these cells got their name, maturation and differentiation in the thymus) and discriminating between self and foreign, non-self antigen proteins with production of dendritic cells. As we age, our thymus gland shrinks—the process known as involution—with progressive change from spongy to fatty tissue, with loss of functionality. But this process, with respect to timeline and extent, markedly varies from one person to the next. And to make things even more complicated, our thymus gland anatomy and precise location in the chest also is highly variable. So the famous Frank Netter diagrams from the 1960s (such as at left below) don’t capture the remarkable heterogeneity that a random set of 12 chest CT scans (below at right). What I consider as 2 landmark papers in Nature this week (here and here) used AI to quantify health of the thymus in 2 large cohorts, and then correlate the metric to a broad array of health outcomes. In this edition of Ground Truths, I’m going to cover three questions: (1) How was thymus health determined by AI?; (2) How is thymus health linked to key clinical outcomes? and (3) Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? Subscribe 1. How was thymus health determined by AI? This was accomplished by extensive work developing and validating an AI pipeline for 2 stages, the first for localization and segmentation of the thymus bed, and the second to quantify a digital marker, termed the thymic health score. There’s a lot to this algorithmic development, so I won’t go into all the details, but just provide a rudimentary outline of what was done. The 1st stage used supervised learning with 2 radiologists reviewing 2,461 chest CT scans. That work trained a 3D U-Net model to automatically identify the thymic bed’s 3D cropped region using center of mass coordinates, which reached 99.8% accuracy. The 2nd stage used a foundation model that was pre-trained with SwAV (which stands for Swapping Assignment between multiple Views), a self-supervised model, that generated a high-dimensional thymus representation of 4,096 features. That compares to the radiology reductionist and subjective scoring of 0 to 3 where 0 means the thymus is fully degenerated and fatty, and 3 is considered dense, intact glandular soft tissue. Notably, the self-supervised learning (SSL) performance was superior to supervised (AUC ~0.75 vs 0.55, respectively) reflecting the shallowness of the 0-3 classifier vs SSL’s holistic, self-taught AI. The thymic health score ranged from 0 to 100, with the highest number indexed to fully preserved thymic health. The algorithmic work extended to explainability with both Shapely value distribution, meaning the model was holistic not relying on any “magic” pixel, and occlusion sensitivity, demonstrating the model’s performance was not affected by ribs, sternum, lung tissue, but rather focused on the thymic bed directly. Below are a few saliency maps from the occlusion sensitivity that indicate the thymic bed focus, not affected by neighboring structures, using the jet color scale. Now the AI was ready for processing ~25,000 CT scans, each over 30 MB files, from the 2 large participant cohorts to provide a thymic health score, it did so in less than 14 hours, which is less than 2 seconds per scan! Share 2. How is thymus health linked to key clinical outcomes? The two cohorts were the National Lung Screening Trial, NLST (N=25,031) and the Framingham Heart Study, FHS (N=2,581) each with baseline demographics and long term follow up of >12 years for health outcomes. From the NSLT, you can see below that increased age and body-mass index were correlated to reduced thymic health. And, overall, men had reduced thymic health scores compared with women. There are a lot of graphs in the paper for outcomes, for both the NLST and FHS cohorts. To simplify the major outcomes, below is a composite Figure with striking reduction of all-cause mortality and for the different causes of death. The results were consistent between the 2 cohorts. For example, the cardiovascular mortality hazard ratio average was 0.57 in NLST and 0.38 in FHS (weighted to be 0.53 for the aggregate). The reduction of mortality also extended to digestive diseases and pulmonary disease (data not shown below). Lung cancer incidence was reduced by 36% for high vs low thymic health (Figure below, with a panel -incidence and b panel-mortality, adjusted for age, sex, BMI, smoking status). Notably, there was a smoker’s paradox: lower incidence and improved survival for lung cancer in smokers who had a high thymus health score. Smoking was associated with lower thymic scores whereas alcohol was not. Higher thymic health was linked to higher HDL cholesterol, lower triglycerides, lower fasting blood glucose, and lower systolic and diastolic blood pressure. Inflammation biomarkers, such as C-reactive protein and interleukin-6, were elevated in the people with lower thymic health scores. In their second paper, the same team looked at the relationship between thymic score and outcomes for 3,476 patients receiving cancer immunotherapy. The non-small cell lung cancer progression-free survival was reduced in patients with low thymic health score. A parallel relationship for survival was seen for other types of cancer including melanoma, breast, and kidney with a 44% lower risk among high thymic scores (Figure). A similar pattern was seen with different immune checkpoint inhibitors. The thymus health score outperformed programmed death ligand-1 (PD-L1)and tumor mutation burden (TMB) assay of the tumor and was an independent prognostic marker of progression-free survival. In this dataset, a direct connect with thymus score and adaptive immune function was noted with a correlation before cancer treatment for both T-cell diversity and thymus T-cell production (a metric known as T cell receptor excision circles). Thymus Removal Study There is a highly relevant citation about thymus function before moving onto ways to rejuvenate it. In 2023, a very important study of thymus removal during cardiothoracic surgery was published, with 1146 patients undergoing thymus removal vs 1146 matched controls (mean age 55 years). The adverse outcomes for thymus removal were striking, with a 2.9 higher risk of all-cause mortality and doubling of cancer incidence, 1.5 fold increase in cancer mortality, and 1.5-fold increase in autoimmune diseases. The immune function showed marked compromise after thymus removal, as reflected by CD4+ and CD8+ T cells (Figure below) Share Ground Truths 3. Are there ways we can promote a healthy (aka rejuvenate) thymus gland in our later years? In recent months we’ve learned a lot about the process of thymus involution and the pathways by which this may be modulated. Thymus involution is primarily due to loss to thymus epithelial cells (TECs) and there are 2 subtypes with different functions: the cortical, responsible for positive selection of T cells, and the medullary, for negative selection. When adipose tissue infiltrates the thymus, thymic adipocytes are pro-inflammatory, knocking out T-cell output. Likewise, systemic inflammation, or “inflammaging,” from smoking, obesity, and chronic stress promote thymic adipocytes. Now, from preclinical studies, we know about key pathways that account for these processes. Historically, back in 2014, FOXN1 was recognized as a single master transcription factor essential for TEC function, with studies in mice with forced FOXN1 upregulation leading to thymus regeneration. That laid the foundation for potential regrowth of quiescent thymus cells. It took awhile to find pathways to accomplish this goal and to even refute its role as the master regulator. The Liver-Thymus Axis Feng Zhang and his team recently showed that injection of an mRNA vaccine to the liver encoding DLL1, IL-7 and FLT3-L in combination, factors known to support thymopoiesis (Figure), successfully enhanced immune function in aged mice. However, the effect was transient. The FGF21 Story Two reports in 2025 addressed the thymus gland’s production of FGF21, a growth factor (fibroblast growth factor 21) and its control of thymus involution. This growth factor is also produced by the liver, but it doesn’t have impact on the thymus in aged rodent models. In contrast, The liver’s hepatocyte growth factor (HGF) has been shown to reverse senescent TEC structural changes. Growth hormone stimulates production of insulin growth factor-1 (IGF-1) in the liver and the thymus. Two small studies in human participants (TRIIM, for Thymus Regeneration, Immunorestoration, and Insulin Mitigation) of 6 and 50 people, respectively, treated with combined human growth hormone, metformin and DHEA, suggested the potential of slowing epigenetic aging and improving thymus mass and function. But the combination of drugs, small sample, and lack of controls make conclusions murky. Increased thymus FGF21 led to increased CD8 T cells in old mice and extended healthspan and improved physical performance. Building on the previous FOXN1 data, ablation of β-klotho, the obligatory co-receptor for FOXN1, accelerated thymic aging. The benefit to FGF21 was confirmed in a companion paper using an FGF21 knock-in mouse model showing thymus enlargement and increased TECs throughout the lifespan. (schematic Figure below). The accompanying editorial for these 2 papers speculated: “The proposed link between age-associated thymus involution and organismal aging is intriguing, and suggests we might seek to achieve systemic rejuvenation by counteracting thymic involution.” Other Factors Lessons from the Axolotl (Mexican Salamander) In an elegant set of experiments of the axolotl (Figure), known for its complete thymus regeneration after total surgical removal, mediators were identified. Surprisingly FOXN1 was dispensable. But midkine, a growth factor, appeared to be the driver, the initiator of thymus cell growth, survival, and repair. Other components that contributed were Postn+ (periostin-expressing mesenchymal niches) and Ccl19, a chemokine protein from the bloodstream. RANK and RANKL RANK (receptor activator of nuclear factor κB its ligand (RANKL) have been considered key regulators of medullary TECs. In a study of both aged mice and human thymus cell cultures, their key role was confirmed, with multiple benefits of resorting TEC function, recruitment of progenitor cells, and T cell development. Subscribe Summing Up This body of work strongly supports the health of the thymus gland as a critical regulator of human healthspan, not just a correlate or link. The new landmark studies are reinforced by the regenerative biology experimental models that have shown, via an array of mediators, that healthspan of aged mice is at least in part dependent on thymus gland function and its critical role for maintaining adaptive immunity. It sure seems that we’d be better off having an immune reservoir of naive T cells instead of a profile in older adults of exhausted, low quality, memory T cells, with a senescent phenotype. It is striking that we ignored the importance of the thymus gland for many decades. A wake-up call was the results of the thymectomy matched control study reviewed here, with the opposite of high thymic health score improved health outcomes. The convergence of AI and healthspan here is notable. The exceptional and laborious work for developing and validating (no less explaining) the AI to quantify thymus health set the foundation for probing the connect the major health outcomes in two cohorts with extensive follow-up. We’ve never had a way to meaningfully quantify the thymus gland before, so this represents important leverage of supervised, self-supervised, and transformer models. The study wouldn’t have been possible without AI. And it begs the question as to whether there are ways we can maintain our thymus at a high health score. But it’s not so simple to rejuvenate our thymus. There are multiple risks including the induction of autoimmunity, increasing the risk of cancer, and inducing a pro-inflammatory state. For example, factors that increase TEC proliferation could compromise the medulllary negative selection process and leak out auto-reactive (self-attacking) T cells. Thymic cells could be induced to proliferate, but we know, for example, that growth hormone and IGF-1 are associated with an increase risk of cancer. If thymus rejuvenation doesn’t clear out the accumulated senescent cells in older adults, then inflammation within the gland could block the production of TECs. Keeping these risks in mind, we now have identified many ways to keep our thymus healthy as we age that undoubtedly will be tested in clinical trials going forward. Ultimately, the benefit-to-risk tradeoffs will be defined. In the meantime, we have desperately needed an immunome. As I’ve stressed in multiple prior Ground Truths, we have no test in the clinic to assess a patient’s immune status! It was very encouraging for me to get an email from Hugo Aerts, the senior author of the landmark papers in the days after they were published: “I also wanted to say that your Substack on “Why We Need an Immunome” was inspiring for this work. We found it a very compelling perspective and greatly enjoyed reading it.” Just having an assessment of a person’s immune status via a chest CT scan, with millions of these performed per year, might help in guiding the right immunotherapy for cancer (e.g. more intensive, combinations for those with low thymic health scores) and help define people who are increased risk for age-related diseases of cancer, cardiovascular, and neurodegenerative. The main theme of Super Agers is that we now have many layers of data (genetics, proteins, biomarkers, organ clocks that can be integrated via multimodal AI) for us to define a person’s specific risk decades before one of these age-related diseases leads to symptoms, enabling prevention. From the new studies this week, we can add thymus health score as yet another way to understand a person’s risk, a window into their adaptive immune system and healthspan. And perhaps someday we will be able to safely rejuvenate the thymus, or maintain its health through one’s life, and use the thymus health score to monitor. NB: I wrote this post (No A.I.) A Quick Poll Loading... ********************************************************************* Thanks to Ground Truths subscribers (now > 200,000) from every US state and 212 countries. Your subscription to these free essays and podcasts makes my work in putting them together worthwhile. Please join! If you found this interesting PLEASE share it! Share Ground Truths Paid subscriptions are voluntary and all proceeds from them go to support Scripps Research. They do allow for posting comments and questions, which I do my best to respond to. Please don’t hesitate to post comments and give me feedback. Let me know topics that you would like to see covered. Leave a comment Many thanks to those who have contributed—they have greatly helped fund our summer internship programs for the past two years. It enabled us to accept and support 47 summer interns in 2025! We aim to accept even more of the several thousand who will apply for summer 2026.
Give Your Phone a Huge (and Free) Upgrade by Switching to Another Keyboard
Change up the default keyboard in Android and iOS and feel the benefit.
Four truths about covid that have become clouded over time
In the early days, the virus posed a graver threat to people and the health care system, Trump embraced lockdowns he now blasts, and the benefits of vaccines were oversold.
New Research Shows the 6 Skills You Need to Master Anything
Scientists explain why some of us benefit more than others from expert guidance.
Should you try the 75 Hard challenge? Experts warn the risks may outweigh the benefits
The 75 Hard regimen demands 75 days of strict rules covering diet, exercise and reading. Experts explain what helps, what harms and smarter, sustainable alternatives.
Doulas can improve health outcomes for women and babies. Insurers are taking notice.
While more Medicaid patients and even some on private plans have gained doula coverage in recent years, United is the first major insurer to begin rolling out the benefit nationwide.
The R.I.-based pharmacy giant also owns health insurer Aetna and pharmacy benefit manager Caremark, allowing it to control how medications are priced, prescribed, and dispensed
CVS owns health insurer Aetna and pharmacy benefit manager Caremark, allowing it to control how medications are priced, prescribed, and dispensed.
What doctors wish patients knew about social media’s health impact
From mere FOMO to anxiety and depression, social media platforms can pose harms and benefits. Three physicians discuss how to balance the positive and negative impacts.
The Longevity Bros Are Cold Plunging Wrong
The practice has its benefits. Just not the ones wellness influencers are loudest about.
NYSIF Delivers on Affordability for New York Businesses and Their Employees with Competitive Pricing and Faster Payments
NYSIF Reduced Disability Benefits Insurance Rates by 28% at the Start of 2026 NYSIF Has Made Over 2 Million Same-Day Payments Paid Family Leave Claimants and Injured Workers Receive Payments Faster Than EverNew York, New York, March 19, 2026 (GLOBE NEWSWIRE) -- The New York State Insurance Fund (NYSIF), the state’s nonprofit and largest workers’ compensation insurance carrier, today announced new milestone in its efforts to increase affordability for New York businesses and its workforce. This i
In Business, Why Creating Value Wins
Businesses that create superior value—delivering customer benefits exceeding costs, driving loyalty and retention—consistently outperform those chasing short-term profits
Nextdoor Promotes Tony Castellanos to Executive Vice President, People as AI-Driven People Strategy Becomes Core to Business Growth
SAN FRANCISCO, March 19, 2026--Nextdoor Holdings, Inc. (NYSE: NXDR), the essential neighborhood network, today announced the promotion of Tony Castellanos to Executive Vice President, People. Castellanos will lead Nextdoor's People organization — including talent acquisition, compensation, HR business partnering, and benefits — as the company deepens its investment in AI-enabled People operations and continues to scale its workforce strategy.
Forum on harnessing Artificial Intelligence for health equity
Register to this forumOver the past decade, artificial intelligence (AI) has significantly evolved in complexity, performance, and utility. Its integration across a wide range of industrial sectors has accelerated, with healthcare emerging as one of the most transformative sectors. In this sector, AI has enabled high-impact applications – from enhancing the speed and accuracy of disease diagnosis and supporting clinical decision-making, to strengthening public health initiatives such as disease surveillance and workforce optimization. Moreover, AI holds immense potential to empower individuals, enabling them to take greater control of their personal health and well-being. Yet the central question remains: Who benefits, who is at risk, and do these innovations close or widen health inequities? While the potential of AI-enabled applications is substantial, many countries have approached their adoption with caution. This hesitancy stems from concerns about risks and benefits, including model bias, data breaches, privacy violations, and the erosion of professional skills due to over-reliance on AI. Additional barriers include inadequate data infrastructure and a lack of robust evidence on the most effective forms and interfaces of AI to enhance service delivery and system performance. Moreover, the rapid rise of Generative AI has introduced a heightened urgency for the development of comprehensive governance and ethical frameworks. The Asian Development Bank (ADB) Health Practice Team and Digital Sector, in collaboration with the World Health Organization (WHO) Regional Office for the Western Pacific, are convening the Forum on Harnessing AI for Health Equity on 25–26 March at ADB Headquarters. Senior health officials from 16 developing member countries (DMCs), alongside leading researchers, innovators, and policymakers from across Asia and the Pacific, will engage in discussions on how AI can be governed, financed, and scaled to deliver healthier lives for all. The forum is funded through the High-Level Technology Fund with support from the Government of Japan. Objectives The two-day forum aims to:Identify high-impact, evidence-based health AI use cases suitable for resource-constrained settings and map out a pipeline for potential supportIntroduce and validate the WHO's policy guidance on minimum necessary ecosystem for countries and institutions to self-assess readiness for AI adoptionObtain initial commitment from participating stakeholders to join a pilot regional initiative focused on data/model sharing for a priority health challengeEndorse a prioritized set of actionable policy recommendations focusing on governance, regulation, and sustainable financing necessary to scale high-impact health AI use cases in resource-constrained settings Target participants The forum will convene participants from 16 ADB DMCs including Bangladesh, Bhutan, Cambodia, Cook Islands, Fiji, Indonesia, Lao People's Democratic Republic, Mongolia, Nepal, Palau, Papua New Guinea, Philippines, Sri Lanka, Thailand, Uzbekistan, and Viet Nam. In addition, health system leaders and practitioners, private sector technologists, academic experts, representatives from civil society organizations, development partners, and philanthropic institutions engaged in AI for Health from Australia, the People’s Republic of China, Japan, Malaysia, New Zealand, Singapore, and the Republic of Korea will also be invited. SessionsDay 1 (25 March)Session 1: AI Use Cases for the Care Continuum: Improving Access and QualitySession 2: Adopting a risk-based approach for AI use case prioritizationSession 3: Establishing the Minimum Ecosystem for Implementation Risk ManagementSession 4: Future-Ready Health Workforce: Building Competency for Human-AI CollaborationDay 2 (26 March)Session 5: The Political Economy of AI in Health: Understanding Stakeholder Interests and their Impact on EquitySession 6: AI and Health Financing: Supporting Fair Coverage and ProtectionSession 7: AI Regulation and Oversight: Pathways for Different RealitiesSession 8: The Way Forward – Building Alliances and Regional Partnership How to registerThe forum will be held in a hybrid format. In-person attendance is by invitation only, while livestreaming of the forum will be available to the public. To register, please complete this form on or before 24 March 2026.Event organizers / partnersAsian Development Bank (ADB)WHO Regional Office for the Western Pacific High-Level Technology Fund (HLTF)ContactAkihito WatabeHealth Specialist, SD3-HSDawatabe@adb.org Jae Kyoun KimHealth Specialist, SD3-HSDjkkim@adb.org
In debate over sugary drinks, Colorado weighs health benefits and personal choice
Colorado received a waiver from the USDA to restrict the use of SNAP benefits to buy those sweetened beverages. But it needs the approval of the state human services board.
Integrating health equity into energy transitions and climate governance
Nature Medicine - The health benefits of clean energy transitions are unevenly distributed, even when emissions targets are met. A health-centered global governance framework is urgently needed to...
Chia Seed Water Is Going Viral for Gut Health. Dietitian Shares 1 Warning Before Trying It
The "internal shower drink," made with chia seeds and water, is going viral once again for its purported gut health benefits. But it's not for everyone.
Unilever shares fall on investor concerns about food business spin-off
Unilever shares fell 3.5% on Wednesday with investors concerned that the maker of Hellmann's sauces would get "distracted" by the potential spin-off of its food business, questioning the benefits so soon after its protracted ice cream unit split.
Heart benefits fade after stopping GLP-1 medications
One major benefit of taking injected GLP-1 medications is a sizeable reduction in risk for heart attacks, strokes and other heart problems.
13 Magnesium-Rich Foods to Help Support Sleep Quality, Bone Health, and More
Magnesium has many benefits, including supporting quality sleep and bone health. Foods high in the nutrient include spinach, pumpkin seeds, and avocados.
I moved my company from Wall Street to Florida—wish I'd done it sooner
Webull's chief of staff and head of strategic partnerships explains the benefits of moving the company's headquarters to a less saturated market.
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.
House leaders tie business tax benefits to income tax ballot question
House budget writers tucked a provision in a bill advancing this week that would potentially block benefits worth up to $400 million a year if the ballot question passes in November.
Provider Resources
Resources created by U-M Health providers to benefit health providers and their patients across the state of Michigan and beyond.
Sony Confirms PlayStation 5 Pro PSSR Upgrades for Cyberpunk 2077, Final Fantasy 7 Rebirth and Even Former Xbox Console Exclusive Hellblade 2
Sony has confirmed an array of games set to benefit from PlayStation 5 Pro's upgraded PSSR visual boost, which launches more broadly via a new system software update available later today.
Haims: Jujube(s) have health benefits for sleep, Parkinson’s and Alzheimer’s
If you’re old enough to remember enjoying a box of Jujubes at the movie theater, you’re old enough to question this article’s title. If not, here’s the scoop. For decades, Jujubes candy was a movie theater staple. They look like very short rabbit pellets, similar in size and...
How Healthy Is Corned Beef?
This St. Patrick's Day staple isn’t exactly good for you, but it still offers some nutritional benefits. Here’s what to know.
There Are 2 Types of Fiber—Here Are 4 Easy Ways to Get More of Both
Insoluble fiber and soluble fiber both have unique benefits.
Just 24 minutes of specially designed music could significantly reduce anxiety
A clinical trial found that listening to specially designed music with auditory beat stimulation can significantly reduce anxiety. Among several listening lengths tested, a 24-minute session delivered the biggest benefits, easing both mental and physical symptoms of anxiety. The results suggest there may be an ideal “dose” of therapeutic music that works quickly without requiring long listening sessions.
How Anthropic may benefit from its fight with Trump
How Anthropic may benefit from its fight with Trump
Amid funding cuts, here's a reminder of why farmers need science
Agriculturists on both sides of the political aisle benefit from expert-driven research.
Vertically challenged? 4 health benefits of being short
Health benefit of walking: E dey help your brain, keep your heart healthy and five oda reasons you suppose waka more
Apart from promoting creative thinking, to dey waka dey improves mood and reduce stress. Here na eight ogbonge reasons to increase your daily step count.
Kosovo postpones controversial foreign visitor law
The law would have hit Serb nationals as well as ethnic Serbs in Kosovo, benefiting from their services
Islanders see benefit of grabbing early lead against Flames
The New York Islanders finally learned Friday night they can't always come back and win after falling behind by multiple goals.
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.
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
A smartphone app can help men last longer in bed
In a randomised trial, men who experience premature ejaculation benefitted from using an app to learn techniques for extending intercourse
Who Will Be the Packers’ Next Quarterback Redemption Story?
The Green Bay Packers have become victims of their own success. Matt LaFleur has had to rely on backup quarterback Malik Willis several times over the past two seasons. Willis stepped up impressively, leading the Packers’ offense to nine touchdowns with only one turnover in 11 games. Willis clearly benefited from working with LaFleur and the […] The post Who Will Be the Packers’ Next Quarterback Redemption Story? appeared first on The Lead.
Brooklyn Nurses Lose Health Care For Weeks Despite $15M From State
The Brooklyn Hospital Center received a fraction of requested aid — and it’s not enough to reinstate more than 400 nurses’ health benefits.
Trump Removes Sanctions on Russia to Help Oil Flow Amid Iran Conflict
Treasury Secretary Scott Bessent said it was “unfortunate” that the move could benefit Russia, but maintained that it was only for the short term.
Aging could slow down with one common daily habit: 'Live longer and better'
Daily multivitamin use slowed biological aging by about four months in a two-year study of nearly 1,000 participants, with the biggest benefits in older adults.
A.I. Chatbots Want Your Health Records. Tread Carefully.
Following rivals like Amazon and OpenAI, Microsoft is upgrading its artificially intelligent assistant to track your health. There are benefits and risks to consider.
Eating These 2 Surprising Fruits Every Day May Help Support Heart Health
New research found that eating mango and avocado daily may benefit certain heart health markers.
'It's nature calling to humans, and humans deciding whether or not to reply': Why we need to start paying attention to our mutually beneficial relationships with other species
Live Science spoke with Rob Dunn, an applied ecologist and author of the book "The Call of the Honeyguide," about "mutualism" — how different species team up for their mutual benefit — and how humans can feel more connected to nature.
CERN Science Gateway celebrates its 1000th science show
CERN Science Gateway has reached another milestone: the delivery of its 1000th science show! Since opening its doors in October 2023, Science Gateway has welcomed nearly 900 000 visitors of all ages to explore the fundamental questions of the Universe. Among its most popular activities are the science shows – dynamic, interactive demonstrations led by CERN guides and tailored to a broad audience of different age levels, including school groups, families and the general public. Designed to make complex scientific concepts accessible and entertaining, these live shows combine spectacular experiments, multimedia elements and audience participation. From the physics of particle collisions to the properties of superconductivity, electromagnetism and cryogenics, the science shows translate the research carried out at CERN into engaging visual experiences. Visitors might see superconductors levitate, follow particles through different detector layers or discover the beauty in phase transitions. Each demonstration is carefully crafted to spark curiosity while maintaining scientific accuracy. Members of the CERN community are of course warmly invited to visit CERN Science Gateway with their family or friends and attend one of the science shows. To register, please visit this page, and don’t forget to check the programme for the coming days. Become a CERN guide and run your own super-cool science show (and more)! To become a CERN guide, you can join the introduction course held every 3–4 weeks, which will give you an overview of what being a CERN guide entails. From there, further courses are available depending on what type of guide you would like to be. Because, of course, CERN guides are needed everywhere at CERN. If you imagine yourself as a more ‘traditional’ guide, you should know that there are currently more than ten exciting visit points in CERN’s visits portfolio, such as the Antimatter Factory, the ALICE experiment (surface), the Alpha Magnetic Spectrometer (AMS) control room, the ATLAS experiment (surface), the CERN Control Centre (CCC), the Data Centre, the LHCb experiment (surface), the Synchrocyclotron (SC), the SM18 test facility and the newly inaugurated Linac2 visit point. Indeed, CERN’s Visits Service and Visual Impact and Exhibitions Section recently collaborated on redesigning the Linac2 visit tour, which has just reopened to the public after several months of renovation work. The new tour offers visitors and guides alike an enriched, more immersive experience, designed to highlight the history and scientific significance of this major facility. So, fancy becoming one of the insiders? Join the introduction course, check the guides website or contact guides.manager@cern.ch. And remember, becoming a guide can benefit you, too.
New £15m Leeds sports hub set for final go-ahead
The hub in Holbeck will bring health and wellbeing benefits for local residents, the council says.
MidEast conflict could hurt Chinese business
Analysts say China may benefit geopolitically from a prolonged Iran war, but it could start to feel the pain economically.
Greenway Health unveils AI-enabled EHR-RCM platform
Called Novare, it offers ambient note-taking, voice-activated chart search, agentic task helpers, intelligent coding suggestions, automated prior authorization, real-time benefit checks and more.
Greenway Health debuts AI-enabled EHR-RCM platform
Called Novare, it offers ambient note-taking, voice-activated chart search, agentic task helpers, intelligent coding suggestions, automated prior authorization, real-time benefit checks and more.
Health AI startup to benefit from $1 billion funding round for Yann LeCun's AMI
AI scribe company Nabla aims to be much more by using tech from Yann LeCun's new startup AMI, which just raised $1 billion.