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Patient-centric health care ‘bundles’ can improve outcomes and cut costs
MyHealth Bundles have cut waiting times, improved maternity care and nonsurgical management of osteoarthritis, and saved patients and employers millions of dollars.
SecureFood School: Transforming Food System Risk Science into Real-World Education
Strengthening food system resilience requires not only technological innovation, but also an improved societal understanding of food system dynamics and risks.
[8-K] Sphere Entertainment Co. Reports Material Event
Sphere Entertainment Co. reported a sharply improved first quarter 2026. Revenue reached $386.4 million, up 38% from the prior-year quarter, driven mainly by the Sphere segment, where revenue rose to $266.0 million, a 69% increase.
Pixel 11 Pro and Pixel 11 Pro XL leak with improved cameras and 'Pixel Glow' RGB LEDs
Brighter displays may be coming too!
Louisiana constitutional amendment could change who gets civil service job protections
Proponents say the change would be a move toward improved government efficiency. Opponents say it would increase political influence in government jobs that should be nonpartisan.
This simple amino acid supplement greatly reduces Alzheimer’s damage
A new study suggests a surprisingly simple compound could help fight Alzheimer’s disease. Researchers found that arginine—an inexpensive amino acid already considered safe—can reduce the buildup of toxic amyloid proteins in the brain, a hallmark of the disease. In animal models, oral arginine not only lowered harmful protein deposits but also improved behavior and reduced brain inflammation.
‘I didn’t see’: Mother of MAC bombing suspect said his mental health seemed improved before attack
The suspect in Saturday’s fiery attack on the private club was beloved by family and friends but faced mental health challenges.
Scientists just discovered what coffee is really doing to your gut and brain
Coffee doesn’t just energize—it actively reshapes the gut and mind. Researchers found that both caffeinated and decaf coffee altered gut bacteria in ways linked to better mood and lower stress. Decaf even improved learning and memory, while caffeine boosted focus and reduced anxiety. Together, they show coffee works through multiple pathways beyond just caffeine.
Scientists just discovered what coffee is really doing to your gut and brain
Coffee doesn’t just energize—it actively reshapes the gut and mind. Researchers found that both caffeinated and decaf coffee altered gut bacteria in ways linked to better mood and lower stress. Decaf even improved learning and memory, while caffeine boosted focus and reduced anxiety. Together, they show coffee works through multiple pathways beyond just caffeine.
Analysis: Howe's calls pay off
This was an afternoon when Eddie Howe's big calls paid off when he needed them most. The head coach justifiably kept faith with the bulk of players who put in an improved performance in a 1-0 defeat against Arsenal last week. Having again decided to name £124m worth of forwards on the bench, in Nick Woltemade and Yoane Wissa, Osula repaid the faith of his manager once more with the opener.
Scientists sound alarm as dangerous amoebas spread globally
Free-living amoebae are emerging as a global health concern, fueled by warming temperatures and outdated water systems. While many are harmless, some can cause deadly infections and even protect other dangerous microbes. Their ability to survive heat and disinfectants makes them especially hard to control. Scientists say improved surveillance and water treatment are urgently needed.
Valtteri Bottas says stronger mental health support in F1 helped him open up about his battles
Formula 1 driver Valtteri Bottas believes support in motorsports for mental health struggles has greatly improved during his career and gave him the courage to reveal his own personal battles
New ROG Xbox Ally Updates: Docking Improvements, Auto SR Preview, Collective Library, Enhanced Vibration, and More
For ROG Xbox Ally, we’re rolling out updates that deliver an improved experience, including docking improvements, an Auto Super Resolution preview, and more.
Bears banking on health, better coaching to improve pass rush
The Bears say with improved coaching and better health, they have a D-line capable of rushing the passer.
Paige Bueckers Draws Attention After Showing Her Improved Physique
Paige Bueckers was asked to flex during media day. Now, the moment is trending online.
Reimaging Data Intelligence To Supercharge Agentic Business Outcomes
The vital role of reimaging data intelligence to deliver improved agentic business outcomes
Multiple GLP-1 drugs linked to lower AFib risk
The popular drugs, originally developed to treat diabetes, were also associated with an improved survival rate. Benefits were seen in patients who did and did not lose significant weight as a result of treatment.
Nickeil Alexander-Walker wins NBA's Most Improved Player amid career year in first season with Hawks
Alexander-Walker is having a career year after signing with the Hawks as a free agent
How Investors Are Reacting To Sphere Entertainment (SPHR) Upgraded Earnings Momentum And Analyst Sentiment
Sphere Entertainment recently attracted attention after Zacks assigned it a Momentum Style Score of A and a Zacks Rank of #2 (Buy), reflecting improved analyst sentiment and positive earnings estimate revisions in the period leading up to today. This shift in sentiment highlights how changing expectations for Sphere’s earnings power and momentum profile can influence how investors view its longer-term prospects. Next, we’ll examine how this stronger earnings momentum, highlighted by upgraded...
Butler County health workers 'pause and celebrate' reducing infant mortality rate
Data from the Butler County General Health District shows that while infant mortality rates have improved consistently since 2012, Black infants continue to die at a higher rate than white infants.
WELL Health Patient Volumes Surge As Primary Care Margins Improve
WELL Health Technologies (TSX:WELL) reported record patient volumes in Q1-2026, supported by higher activity in its Primary Care segment. Operational changes and an expanded affiliate network were key drivers of Primary Care growth and improved clinic margins. The company continues to add clinics to its network, extending its reach across its core markets. For investors watching TSX:WELL, the latest Q1-2026 update focuses on patient volumes and clinic performance rather than headline...
iOS 26.4.2 Patches Flaw That Let FBI Extract Deleted Signal Messages
The iOS 26.4.2, iPadOS 26.4.2, iOS 18.7.8, and iPadOS 18.7.8 updates that Apple released today address a security vulnerability that the FBI recently used to extract Signal message previews from an iPhone even after the app was deleted. A flaw with notification services allowed notifications that were supposed to be deleted to be retained on an iPhone or iPad. Apple says it fixed the logging issue with improved data redaction.
Washington's County's most improved high school spring sports athletes
Washington County's high school varsity spring sports head coaches were asked who their most improved athlete is. Here are their selections.
When the CEO Becomes the Brand
Research suggests that Elon Musk’s political stance appears to have reshaped how different groups perceive Tesla. Overall sales trends hint at trouble. The company’s growth stalled in 2024, and deliveries fell 8.5% in 2025. But those headline numbers hide what is happening beneath the surface. When the data is broken down by political orientation and by changes in views of Musk, a more complicated pattern emerges. Among right-leaning respondents and those whose opinion of Musk has improved, Tesla’s brand appeal is significantly higher and willingness to pay exceeds that for many competing brands, including Ford, Chevrolet, and Rivian. Among left-leaning consumers and those whose view of Musk has worsened, the opposite is true: Preference and willingness to pay for Tesla drop sharply. The outcome is not a uniform decline but a polarization of demand. Some consumers appear to feel alienated, while others feel more aligned with the brand. This raises an important strategic question of whether companies can influence purchasing decisions across these divided segments by strengthening the underlying value proposition.
Trump’s environmental policies mean dirtier air for CT
CT's air quality had improved over 50 years of increasingly rigorous federal regulations and enforcement. That progress is now under assault.
NVIDIA Improves Path Tracing Performance By 3x With Enhanced ReSTIR Algorithms, Prepped For Next-Gen Gaming
NVIDIA shared a new and improved ReSTIR algorithm, which improves Path Tracing performance by 2-3x, setting the stage for next-gen gaming.
U.S. Delivers Maternal Health Equipment Across Madagascar - U.S. Embassy in Madagascar
U.S. Delivers Maternal Health Equipment Across Madagascar U.S. Chargé d’Affaires Stephanie Arnold today provided critical maternal and newborn health equipment that will reach healthcare facilities across Madagascar, demonstrating how U.S. foreign assistance builds a safer, healthier world by helping recipient countries build self-reliant health systems in line with the America First Global Health Strategy. Under President Trump’s America First foreign assistance policy and the America First Global Health Policy, U.S. support serves as a tool of strategic engagement – not global charity. Every U.S. taxpayer dollar is subject to rigorous oversight to ensure measurable results, maximum efficiency, and accountability, with zero tolerance for fraud, waste, or abuse. Through the bilateral Global Health Memorandum of Understanding with Madagascar’s Ministry of Public Health, both governments agreed on shared priorities and responsibilities, including a strong focus on maternal and newborn health and Madagascar’s increasing co-investment in its own health system. Madagascar continues to face major challenges in maternal and newborn health, including high maternal mortality rates and significant gaps in access to quality delivery care. In rural regions, many women still give birth at home or in facilities without adequate infection-prevention supplies. Through the U.S.-funded Momentum Country and Global Leadership Project, the United States is providing essential equipment to healthcare facilities nationwide: calibrated reusable drapes for infection prevention in approximately 1,000 community health centers (CSBs), single-use calibrated drapes for 35 hospitals, and management tools for health workers to improve data collection and care coordination. “U.S. foreign assistance makes America safer by preventing instability and strengthening health systems that can detect and contain infectious diseases before they cross borders,” said Chargé d’Affaires Arnold during the handover ceremony. “Our support is temporary and targeted, designed to help Madagascar build greater self-reliance and reduce long-term dependence on U.S. taxpayer resources.” This U.S. support will help standardize safe delivery practices, strengthen infection prevention, and improve data management systems. Used effectively, these materials will contribute directly to reducing maternal and newborn deaths, especially in rural and hard-to-reach areas where access to quality delivery care remains limited. From major hospitals to remote health centers, U.S.-funded equipment is already delivering results. The nationwide scope of this support ensures that women and newborns across Madagascar benefit from improved infection prevention and safer delivery practices. This targeted assistance helps save lives today while supporting Madagascar’s transition toward a self-sufficient health system, ensuring that today’s U.S. support leads to Madagascar’s future independence from foreign assistance.
Dario Demonstrates Improved Workplace Function and Productivity Outcomes Through Digital Behavioral Health Program: Real-World Study Published in JMIR Formative Research
/PRNewswire/ -- DarioHealth Corp. (NASDAQ: DRIO) (the "Company", "DarioHealth" or "Dario"), a leader in global digital health, today announced the publication...
Dario Demonstrates Improved Workplace Function and Productivity Outcomes Through Digital Behavioral Health Program: Real-World Study Published in JMIR Formative Research
/PRNewswire/ -- DarioHealth Corp. (NASDAQ: DRIO) (the "Company", "DarioHealth" or "Dario"), a leader in global digital health, today announced the publication...
Bracco Imaging and NYU Langone Health Announce Strategic Alliance Agreement to Advance Medical Imaging Innovation
Bracco Imaging today announced a strategic alliance with NYU Langone Health to advance innovation in medical imaging through the signing of a multi-year Master Research Agreement (MRA). By combining resources, scientific capabilities and complementary expertise, the collaboration aims to accelerate the development and optimization of advanced imaging technologies, enhancing clinical insights and contributing to improved patient management.
Five takeaways from Virginia baseball’s series win over Clemson
Following yet another mid-major midweek loss, the Virginia Cavaliers won their fifth ACC series against Clemson over the weekend. The Wahoos improved to 12-9 in conference play and 28-13 overall in the process. UVA pieced together rallies in the second and sixth innings en route to a fiery 6-4 victory in the series opener. The […]
Indiana Fever training camp begins with health and focus on improved style
The Indiana Fever began their 2026 campaign on Sunday. Players were healthy and the roster is taking shape, but some questions remained.
What caffeine does to ants could change pest control
Caffeine doesn’t just perk up humans—it can sharpen ants’ minds too. Invasive Argentine ants given caffeinated sugar learned to find food much more efficiently, taking straighter paths and reducing travel time by up to 38%. They weren’t faster, just more focused, indicating improved learning. This unexpected effect could make pest control baits far more effective.
Apple to Upgrade These Two Devices With OLED Displays Later This Year
Apple plans to release iPad mini and MacBook Pro models with OLED displays this year, according to industry sources who spoke to South Korea's ETNews. The current iPad mini and MacBook Pro models have LCD displays with either LED or mini-LED backlighting. The move to OLED technology would result in improved image quality, thanks to richer colors and higher contrast ratio with true blacks. Samsung will supply the OLED displays for both devices, the report said.
Can we trust the science shaping our lives?
Improved methods for social and behavioral sciences research could help enhance public trust in science, says a new study that investigated the robustness of data analysis to understand whether it reliably ...
Jaylen Brown on improved mental, physical health heading into Celtics playoffs
Celtics star Jaylen Brown isn't dealing with a nagging knee injury like he was last year. This time around, he feels mentally and physically stronger.
Myrtle Beach Pelicans' welcome fans to their new and improved ballpark
The Myrtle Beach Pelicans welcomed the community to a ribbon-cutting ceremony to debut the multi-million dollar improvements to the Ballpark on Monday, April 12.
Study finds no link between medical gender reassignment and improved mental health among young people
An extensive register-based study conducted in Finland has found an increase in severe mental health problems among some adolescents and young adults who have undergone medical gender reassignment (GR). ...
We Tested Every Ryzen 5 and 7 X3D CPU: From 5800X3D to 9800X3D
Nine X3D CPUs, two platforms, and 14 games tested. We compare every Ryzen 5 and 7 X3D processor to find out how much performance has improved since...
Are the Bills better after offseason additions and departures?
The Bills made some big moves, including trading for DJ Moore and signing Bradley Chubb. Is Buffalo’s roster improved?
'iPhone Ultra' Will Solve Two Key Problems
Apple reportedly plans to unveil a foldable iPhone in September, and the device will supposedly solve two problems with foldable smartphones. In case you missed it, a leaker on Chinese social media platform Weibo recently claimed that the foldable iPhone will be named "iPhone Ultra". According to Bloomberg's Mark Gurman, the device will have improved screen quality and overall durability compared to competing foldables.
“AI polls” are fake polls
A few weeks after Donald Trump’s second presidential win, I took the train up from London (where I was living at the time) to Oxford to attend a conference on polls and forecasts of the 2024 election. Most of the attendees were pollsters or academics, but I also watched presentations from Aaru and Electric Twin, two companies that do what is interchangeably called synthetic sampling, silicon sampling, or synthetic audiences. Stripped of startup jargon, that means they use large language models (LLMs) to simulate responses to public opinion polls by having AI agents take on the role of survey respondents. I had already heard of Aaru thanks to some articles with eye-catching headlines like “No people, no problem: AI chatbots predict elections better than humans” in the months leading up to Election Day. The founders were making some big, some might even say far-fetched claims, such as: “within two years, we will simulate the entire globe — from the way crops are grown in Ukraine to how that impacts production of oil in Iraq, trade through the strait of Malacca, and elections for the mayor of Baltimore.” When Semafor asked Aaru’s cofounders — Cameron Fink and Ned Koh — about my boss, they said “we respect all those who came before us.” Nate (as he so often does) shared his thoughts on Twitter: Fink and Koh were relatively good-natured about this back-and-forth when we spoke at Oxford. They even offered to mail me one of the t-shirts featuring Nate’s quote they apparently had made. I never took them up on the offer, which I now somewhat regret. These synthetic sampling companies fell off my radar for a while, but they do still exist. In fact, Aaru recently received a $1 billion valuation. Is what they’re doing anywhere close to the most important frontier in AI development? Not by a longshot, especially when Anthropic just developed a model so adept at exploiting software vulnerabilities that it’s only being released to 40 companies. Still, silicon sampling is increasingly finding its way into public polling. Axios reported in March that “a majority of people trust their own doctors and nurses” based on findings from Aaru — without mentioning that the “people” in that sentence were actually LLMs. Around the same time, the Public Sentiment Institute “boosted” their online sample of 373 real survey respondents with 114 AI agents.1 (Spoiler alert: even the co-founder of Electric Twin doesn’t think that’s a particularly defensible approach.) Polling companies like Qualtrics and Ipsos are also developing synthetic data panels. So, what should we make of these … “polls”? Let’s get one thing out of the way: whatever they are, they’re not polls in the way that term is usually defined. Subscribe You can’t replace polls with AI On one hand, using LLMs to essentially make up fake survey respondents sort of sounds like the dumbest idea ever, one that will at best imperfectly replicate real polls while introducing all sorts of biases. On the other hand, with LLMs improving at a remarkable, perhaps even alarming rate, maybe that means I’m a dinosaur at the ripe old age of 24 because I still want to rely on polls that talk to actual people. I’m not going to argue that synthetic samples are completely useless. In fact, as I’ll return to later, there is evidence that some techniques can replicate topline survey results quickly and cheaply. But the marketing from certain companies can be slightly optimistic. “No traditional poll will exist by the time the next general election occurs,” said Fink in 2024. We’re just 206 days away from the midterms, and based on the fact that I still have to collect a bunch of polls every day, I’d say he should have run that prediction by a sample of AI agents before the interview.2 To see why synthetic samples can’t replace polls, here’s a quick primer on how they work. The simplest version of these models involves taking a LLM (like ChatGPT or Claude), giving it a demographic profile (e.g., a white, college-educated woman who lives in Utah and makes $70k a year), and then asking it to respond to a survey question. You repeat that process a few thousand times using different demographic profiles and end up with a sample of synthetic survey responses. The actual models used by private companies are more sophisticated than this, usually because they incorporate more hypothesized demographic characteristics for each agent and provide them with extra information. Aaru, for example, feeds agents a diet of news and information they’d be likely to consume, while Electric Twin incorporates their customers’ proprietary data about the audience they’re trying to replicate. The way Ben Warner, the co-founder of Electric Twin, explained it to me was “we have a large amount of data on […] for instance, 5,000 people. Can we make an accurate prediction of how they would respond to another question?” Still, it should be obvious why synthetic samples can’t replace polls. Polling is fundamentally a data collection process. We might use surveys to make predictions by feeding them into election forecasts, but the main purpose of a poll isn’t prediction, it’s gathering new data about what people think and how they feel. Silicon sampling, on the other hand, produces no new data. It’s simply a model: you input LLM training data, demographic prompts, and a bunch of other information, and it spits out a prediction for what a poll would say. We love models here, but models aren’t polls. That difference is an important philosophical sticking point for most pollsters I talk to. “I think politics should stay away from [synthetic sampling], because we’re trying to […] represent the voice of the people,” said Natalie Jackson, a vice president at GQR Insights. Democratic pollster John Hagner told me: “I think I’m just incredibly skeptical of this idea. I don’t think it’s research. At that point, you’re asking the machine to tell you what you already believe.” Hagner has seen some presentations of early synthetic sampling experiments, but so far, “if it’s being used in a campaign, people are keeping it incredibly quiet.”3 But Eli, I hear you saying, aren’t polls themselves increasingly governed by modeling decisions? Indeed they are: pollsters’ choices on which sampling method to use, how to define their likely voter models, and how to weight their samples can and do lead to dramatic differences in the results they publish. Aaru even referenced these limitations in the methodology statement included with that maternal mortality “poll” — although I’m using the term “methodology statement” loosely here, because it doesn’t really explain how the model works at all. We can ignore the (frankly preposterous) implication that synthetic sampling isn’t subject to a separate set of biases. The important point is that there’s still a meaningful difference between using weighting and other statistical techniques on actual polling data and using a model to predict what a poll would say. The latter is far closer to election forecasts or techniques like MRP — potentially useful models, but not a replacement for polls.4 To be fair, other synthetic sampling companies are perfectly happy with the distinction between polls and models. Warner compared polling and synthetic sampling to different tools in a toolbox. “The mistake I think we make is we think that these new tools should either work in exactly the same way or somehow replace these old tools,” he said. “Rather than thinking of it as, okay, so we’ve always had the hammer, we’ve always had the screwdriver, now we’ve got a saw. But don’t use a saw to try [to] do the job of a hammer.” A quick comment from Nate Eli didn’t ask me for a comment — rather rude of him, don’t you think? But since I’m editing this story, I figured I’d add a few quick thoughts rather than putting words in his mouth. Beyond the frequently misleading marketing, what bothers me about the AI “poll” hype is that as AI tools make statistical inference cheaper and/or better (note that these are not synonyms) that actually increases the comparative value of collecting original data. You might be able to train a model to make a reasonable estimate of what some hard-to-reach poll respondent would say — say, a young Black man who voted for Trump. (Such a person checks a number of boxes for a voter who is usually hard to reach in surveys.) Indeed, this is closely related to what models like the Silver Bulletin forecast already do. They essentially smooth out the kinks in noisy survey data by making inferences based on past voting patterns or national polls or surveys of other states. But you don’t actually know what these voters think unless you’re reaching them directly. If there’s a shift in opinion among this subgroup, you’re not going to detect it. So if I were running a campaign, I’d invest more in going the extra mile to find a representative sample of those voters. And then I’d hire some smart quants — or Claude? — to figure out the implications for campaign strategy based on proprietary data that my competitors didn’t have access to. -Nate Silver Are these models any good? If synthetic surveys are just a new type of model, the next obvious question is whether the models are at least accurate. The answer very much depends on who you ask. On one end of the spectrum, you have the maximalist argument that synthetic sampling is more accurate than actual polls. “It’s an incredibly challenging problem to go to someone and say ‘hey, we’re going to be more accurate at predicting human behavior than you, even when you talk to your customers directly’,” Koh recently told CNBC. In his view, synthetic sampling isn’t a saw to polling’s hammer, it’s “magic.” There’s certainly evidence that synthetic samples can replicate certain survey toplines. But if Aaru does have any examples of their approach outperforming the polls, they’re keeping those to themselves.5 Aaru’s 2024 election model, for example, had Kamala Harris leading in Michigan, Nevada, Pennsylvania, and Wisconsin on November 4th. And although they’ve since taken down their forecast page, they gave Harris a 50.5 percent chance of winning the race on November 2nd.6 After the election, Fink told Semafor he was happy enough with those results because they were “within margin of error,” a term that is completely meaningless when applied to a “sample” of AI agents. And of course, Aaru says their models have improved since 2024, so supposedly now they’d be more accurate than the polls? Still, their stronger argument is on cost: “We are significantly faster and cheaper than traditional polling, and still more accurate,” said Fink. The first two claims are undeniably true, but the third brings us to the opposite end of the spectrum. Both Jackson and Hagner are skeptical that these models are reliable for anything beyond replicating common survey toplines. “I just […] don’t think the machines are what we want when we’re looking for nuanced views. My example on this is people in Arizona and Nevada in 2024 who voted for Trump and voted for expanding abortion in their states on ballot initiatives,” said Jackson. Hagner identified another issue. Maybe the synthetic respondents, like sycophantic LLMs, are inhuman in one important way: they’re too nice. “The reports that have come through at the meetings that I’ve been at are that the early experiments on this, they cannot get respondents to be as racist or sexist or, frankly, as negative as human respondents,” he said. Academic research mostly agrees on this point. While there are some papers that show promising results when using LLMs to replicate polling data, most show that LLMs suffer from various quirks like producing too few “don’t know” responses and can seriously overpredict the favorability of politicians like Donald Trump and Kamala Harris. They also seem to struggle with too little variation between demographic subgroups, so the difference in predicted opinion between Democrats and Republicans, for example, is too small. When I asked Warner about these studies, his response to these papers was that just because academics can’t get synthetic sampling to work doesn’t mean that the technique doesn’t work in general. “Actually, the argument is, okay, yours does not [work]. That does not mean […] for this complex set of machinery, which uses a lot of investment, a lot of time, a lot of money, you can’t get it to work.” Cards on the table, I’m somewhat sympathetic to this argument because academics aren’t exactly great at making election forecasts. Usually, the people with skin in the game are the most accurate. Warner’s argument is that the approach Electric Twin takes — which includes, for example, making multiple predictions for each synthetic respondent using different models and prompts and subsequently averaging those to get a final prediction in a sort of ensemble forecast — produces better results than the simpler academic models. Warner shared a comparison between his method and the method from a recent academic paper with me, and Electric Twin was indeed able to get more accurate replication. But even still, he acknowledged that synthetic sampling “is not a crystal ball.” “If you asked me, do I think using other data sources will be more accurate than asking somebody who they will vote for, I would probably say no. But if you asked me ‘would your system be useful for our turnout modeling today?’ I would say yes.” For better or worse, it looks like the method is already getting more popular in the market research world. Most of the clients Aaru touts these days are businesses like EY and McDonald’s. And AI will probably begin to pop up in other parts of the political polling process. Pollsters are already using it to code open-ended survey responses, and some firms, like YouGov, are testing using LLMs to ask survey respondents questions. More worryingly, one danger to actual polls is that AI agents can be used to infiltrate online surveys. Most online polls use various checks to prevent that from happening, but there’s conflicting evidence on how effective those filters are and how prevalent AI agents currently are in online panels. If those agents ever become impossible to detect, it might spell the end of online polling, but the solution isn’t to replace all of your respondents with ChatGPT. Silver Bulletin is a reader-supported publication. To receive new posts and support our work, consider becoming a subscriber. Subscribe 1 That particular poll obviously doesn’t meet Silver Bulletin standards for aggregation. But we exclude all Public Sentiment Institute polls from our averages because we classify them as an amateur polling firm. 2 You could argue that Fink meant the next presidential election, but (a) I’m also confident we’ll still have real polls in 2028 and (b) in that case he should have asked an LLM to define “general election.” 3 Quick caveat: that’s reporting from a Democratic pollster. It’s possible that Republicans are more willing to use AI in political campaigns. 4 Indeed, Silver Bulletin does not include “polls” produced by MRP in our forecasts or averages, and we think it’s extremely misleading when their practitioners describe them in a way that suggests original data had been collected among a large number of states or Congressional districts. 5 A recent report from Aaru and EY did show two examples of a synthetic estimate being closer than a survey to a real-world benchmark — but I’d take those findings with a grain of salt because the report reads more like an ad and didn’t involve any sort of prediction being made ahead of time. 6 For comparison, our odds for Harris on the same day were 48.2 percent.
MSI MPG 322UR QD-OLED X24 Review - Less Expensive and Even Better
MSI MPG 322UR QD-OLED X24 brings fifth generation V-Stripe QD-OLED technology to a 32-inch 4K panel, pairing a 3840×2160 resolution with a 240 Hz refresh rate, a 80 Gbps bandwidth DisplayPort 2.1a UHBR20 interface, and a price tag that undercuts its predecessor by $200. Improved text clarity, higher SDR brightness, and an AI Care Sensor make for a strong all-around package.
Colten Ellis gets first NHL career shutout in Sabres 5-0 win over Blue Jackets
Ellis improved to 8-4-1 while making his first start in more than two months.
Scientists discover hidden gut trigger behind ALS and dementia
A new study reveals that gut bacteria may play a key role in triggering ALS and frontotemporal dementia. Harmful sugars produced by these microbes can spark immune responses that damage the brain. This breakthrough explains why some genetically at-risk people develop the diseases while others don’t. Even more promising, reducing these sugars improved brain health in experiments, hinting at new treatment possibilities.
Should’ve put a ring on it? Maybe! Marriage is linked to lower risk of cancer
A new study suggests marriage may be linked to a lower risk of cancer, adding to a growing body of research tying it to improved health outcomes.
18 new features coming to Windows 11 in 2026, confirmed by Microsoft
Windows 11 is getting major upgrades with faster performance, improved File Explorer, better updates, native apps, etc. Here is the full list.
New WhatsApp for CarPlay now available to all iPhone users
Following just a few days of beta testing, WhatsApp has now released its improved CarPlay experience to all iPhone users.
Google Brings Vertical Tabs and Improved Reading Mode to Chrome
Google today updated its Chrome browser with support for vertical tabs, which are displayed in a sidebar instead of at the top of the browser. The tab layout can be changed by right clicking on any Chrome window and choosing the "Show Tabs Vertically" option. Sidebar tabs feature full page titles and make it simple to organize tab groups. Google has also added a new full-page interface for reading mode.
Inside Huntington’s growing music & entertainment scene
Within the past decade, Huntington has drastically improved its music and entertainment scene. Growth of live music locales like The Loud, 9th Street Live and summer concert series provide exposure and experience to local artists. This change has opened new doors for Huntington musicians, especially Marshall students looking to launch a music career. One live...
Health insurers secured a better Medicare Advantage rate for 2027, and their stocks are soaring
Shares of health insurers rallied in premarket trading on Tuesday after the government improved the initial Medicare Advantage rate increase for next year.
Yankees "find a way'' in Saturday's comeback victory against Marlins
Despite a short start by Ryan Weathers and some spotty relief, the Yankees won their fourth straight game and improved to 7-1 on the season.
Why Silas Demary’s Improved Health Is So Significant For UConn In Final Four
Coach Dan Hurley said Silas Demary Jr. could be at 90% health for the Final Four. Here's why the UConn guard was so important to land in the transfer portal.
Deafness reversed: One injection restores hearing in just weeks
A new gene therapy is giving people born deaf the chance to hear, often within just weeks. In a small but groundbreaking study, researchers delivered a working copy of a key hearing gene directly into the inner ear using a single injection. All ten patients, ranging from young children to adults, experienced improved hearing, with some showing rapid gains in just one month.
Massachusetts heart transplant recipient's foundation offers underserved communities improved access to health care
Bouba Dieme's Heart of a Giant Foundation serves 19 Greater Boston communities with plans to grow in 2026.
Mental Health, Resilience, and Self Care in April
This April, we want to take a moment to focus on mental health wellness and resilience. By many accounts, this has been a difficult winter for mental health, and the shift into spring is a natural opportunity to pause, check in, and take stock of how we are doing. The beginning of the warmer months is often linked to improved mood for many, more daylight, more time outdoors, and more social connection. At the same time, there are some who actually report increases in depression and anxiety symptoms at the end of winter.
“A computer should be yours”: Framework CEO calls out MacBook Neo design
Framework CEO Nirav Patel posted a teardown comparing Apple’s $599 MacBook Neo with the similarly priced Framework Laptop 12, arguing they embody opposing philosophies despite both targeting budget buyers. He praised Apple’s improved access to parts like the battery and ports, but criticized its soldered RAM and storage, and the costly display replacement, positioning Framework’s modular, upgradeable design as a longer-lasting alternative that reduces e-waste and avoids pulling users into Apple’s “walled garden.”
Business sentiments in Japan improving despite Iran worries
A quarterly survey by the Bank of Japan shows business sentiment among major Japanese manufacturers improved slightly.
Business sentiments in Japan improving despite Iran worries
A quarterly survey by the Bank of Japan shows business sentiment among major Japanese manufacturers improved slightly.
Business sentiments in Japan improving despite Iran worries
A quarterly survey by the Bank of Japan shows business sentiment among major Japanese manufacturers improved slightly.
Sentiment improves among Japan's big firms, but Iran war clouds outlook
Business sentiment among large Japanese manufacturers improved in the three months to March, according to a closely watched survey released on Wednesday, a sign that increasing economic uncertainty from the Middle East conflict has yet to hit morale.
Studio Display 2022 vs. Studio Display 2026 Buyer's Guide
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New York Jets Flight Connections 03/28/26
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The Vanderbilt Transplant Center is now the second largest lung transplant center in the United States by volume, with 149 lung transplants in 2025, the most ever in one year at Vanderbilt Health. The Vanderbilt Lung Transplant Program leads the nation in organ preservation and regeneration and is among the best in long-term outcomes, demonstrating the success of the interdisciplinary team in caring for these complex patients. Several features make the program unique in the United States, said Konrad Hoetzenecker, MD, PhD, professor of Thoracic Surgery and surgical director of the Vanderbilt Lung Transplant Program. Vanderbilt serves as a “second opinion center” and accepts most complex candidates that are turned down by other centers due to increased perioperative risk. This includes patients over 70 years old, patients requiring combined procedures with their transplant, multiorgan transplantations and sensitized patients (individuals who have pre-formed anti-HLA antibodies who are at higher risk for complications). The expertise and excellent outcomes have attracted patients far beyond the borders of Tennessee; almost half of Vanderbilt Health’s lung transplant recipients come from out of state. “Another unique feature is our minimally invasive transplant program,” Hoetzenecker said. “By using distinct surgical instruments and techniques, the incisions can be kept as small as 7 to 8 centimeters, which results in better healing, less pain and faster recovery. “This minimally invasive approach is embedded in an Enhanced Recovery After Surgery (ERAS) protocol, a multimodal, evidence-based perioperative care pathway designed to reduce surgical stress, minimize complications and speed up recovery. Our unique ERAS protocol, by a dedicated interdisciplinary approach, aims to improve recovery after lung transplant and reduce ICU and hospital stay.” The lung transplant program recently celebrated a milestone — 1,000 lung transplants since the program began in 1990. “This significant achievement reflects the concerted effort of a multidisciplinary collaboration by the Departments of Thoracic Surgery, Medicine, Anesthesiology and Critical Care,” said David Erasmus, MD, associate professor of Medicine and medical director of Vanderbilt Lung Transplant. Lung transplants have been attempted since the 1960s, but they were largely unsuccessful until the 1980s, when surgical techniques were refined and new antirejection drugs proved effective. Patient outcomes steadily improved from the 1990s to the present. Vanderbilt’s fourth lung transplant recipient in 1990, Pam Everett, is the longest-living, single-lung transplant known in the world, recently celebrating 35 years since her transplant. The Vanderbilt Lung Transplant surgical team is led by Hoetzenecker and Caitlin Demarest, MD, PhD, the surgical director and associate surgical director of the Vanderbilt Lung Transplant program. Erasmus is the medical director of Vanderbilt Lung Transplant along with Anil Trindade, MD, associate medical director and associate professor of Medicine.
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Marathon has sold 1.2M copies across Steam, PS5, and Xbox
Alinea Analytics estimates show that Marathon has generated gross revenues of $55M via 1.2M copies sold on Steam, PS5, and Xbox: Looking at the split between Steam, PS5, and Xbox, Steam is clearly the main platform for Marathon, accounting for a little under 70% of the audience (800K copies sold). Meanwhile, PS5 takes about 19% (217K) and Xbox (including console, PC, and cloud) accounts for a bit over 11% or 133K. Marathon is technically a first-party Sony title, so seeing the home console struggle to break 20% of the volume is a notable data point for the ongoing platform-agnostic debate. PlayStation Studios online games will almost certainly continue being multiplatform (despite Sony reportedly pulling back on PC releases). Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe As for Marathon, the consensus among hardcore players who pushed through the awkward onboarding phase – myself included – is that it’s fantastic. The gunplay, aesthetic, and presentation are among the best in the shooter genre. A great game doesn’t always equal an immediate hit, though, as shown by our estimates. Things are looking lukewarm right now. But this might be one of those marathon-not-a-sprint situations. Had to, didn’t I? Why wasn’t Marathon a hit on the same level as Arc Raiders? One topic that came up in a lot of conversations at GDC this year was why Marathon hasn’t hit the same stratosphere as Arc Raiders. On paper, they’re both extraction shooters, and Marathon has the Bungie pedigree – the house that built the gold standard for gunplay in Halo and Destiny. Marathon’s neon-futuristic aesthetic also distinguishes itself from the gritty realism of Tarkov or the post-apocalyptic hope of ARC Raiders. But vibes can only get you so far for first impressions if the onboarding feels like a brick wall. Marathon is a sweaty PvP-focused experience with a first-time user experience and UI that I can only describe as dreadful. Players are dropped into a complex ecosystem where the UI, though visually striking, is functionally uninformative, forcing users to manually hover over nondescript, identical icons just to identify basic gear or weapon mods. This lack of clarity is compounded by punishing mechanics like a severe heat gauge for movement and a scarcity of vital resources, all without a clear tutorial or a low-stakes mode to learn the ropes. Most people – even top streamers and veteran shooter players – have no idea what’s going on in Marathon at first. Arc is on the complete other end of the spectrum. As we covered here and here, Arc Raiders offers a more collaborative, approachable loop where players often work together toward shared goals. And the objectives are instantly clear. To many players, this contrast only emphasised Marathon’s issues, especially during the testing period. Players understand the Arc Raiders loop within 30 minutes, while Marathon acts as a massive filter, chewing up newcomers and spitting them out before they can experience the depth of Bungie’s signature gunplay. What I’m getting at here is that the poor first-time user experience of Marathon’s Server Slam likely stifled launch sales, while the opposite was true for Arc. Let’s look at the pre-launch copies sold for each game during their respective Server Slams (launch-aligned) : Looking at the trajectory: Arc Raiders saw a massive 80% jump in copies sold during its three-day Server Slam (day -13 to -11). Players jumped in, realised the water was fine, and immediately opened their wallets. Marathon, meanwhile, saw a 49% increase in the four days following its Slam (Day -7 to -3). At the time of each game’s respective launch, Arc Raiders had nearly double the Steam footprint of Marathon – and word of mouth only continued to grow. Bungie could have had more time to fix the onboarding process had the beta happened earlier. But Marathon launched three days after the beta finished. These factors limited the launch sales quite a bit, I reckon. Marathon has found a niche audience, though Despite the friction-heavy start, the data suggests that those who survived Marathon’s onboarding are loving life. We’ve been tracking cross-platform DAUs, and while there’s the expected post-launch leakage, many players are sticking with it. After peaking at 478K total DAUs on its first Saturday, Marathon has settled into a respectable rhythm, holding 345K DAUs as of yesterday and averaging 380K DAUs across the weekend. Steam continues to do the heavy lifting here, consistently accounting for the lion’s share of the daily players. Players have been putting in the hours, too: On Steam, Marathon’s average playtime has climbed to 27.8 hours, significantly outpacing the console averages on PS5 (16.5h) and Xbox (17.3h). Even more telling than the averages: 22% of the Steam audience has surged past the 50-hour mark, and nearly 7% have already logged over 100 hours. Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe This data suggests that once the Bungie magic clicks, it hooks players deeper than the average extraction shooter. There’s also started to be a shift in the game’s discourse. Marathon launched as one of those games that’s cool to hate. But as Marathon’s 100-hour club grows, we’re seeing conversations around its mechanical merit outweigh the negativity. Several high-profile creators, who were initially vocal critics, have spent the last week coming around on the mechanical depth of the endgame. It’s a subtle but positive signal; the hate train is losing steam, and a new narrative about the game is emerging. Bungie faithfuls unite Another interesting metric in Marathon’s first few weeks is who, exactly, is playing. Bungie leans heavily on its prestige as the “makers of Halo and Destiny,” in its marketing, and that message has clearly hit the mark. On Steam, the gravity (hammer) of Bungie’s previous work is unavoidable. A staggering 78.2% of Marathon players also played Destiny 2. The trend carries across other platforms, with 74.2% of PS5 players and 82.7% of Xbox players also having played Destiny 2. The Halo legacy lives on, it seems. More on that in a bit. While Destiny 2 went free to play, these numbers still represent a high-intent migration of a fanbase that trusts Bungie’s specific brand of kinetic gunplay and cryptic world-building. The Xbox data adds another layer of legacy. About 85.7% of Marathon players on Xbox have played Halo Infinite, while over half of the Steam audience has spent time in Halo Infinite and 36.1% in the Master Chief Collection (a paid collection of the old Bungie-made legacy games). Interestingly, we see a 55.9% overlap with ARC Raiders on Steam. Overlap is even higher there on PlayStation (60.5%) and Xbox (66.5%). And there’s also significant crossover with Helldivers 2 on all platforms, too. Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe Bungie has found some of its fans with Marathon, and the challenge now is keeping this engaged in a high-stakes PvP environment when they’ve spent the last decade primarily enjoying the power fantasies of PvE. On that note… Go the full 26 miles? Or cut and run? Time for some could’ve, should’ve, would’ve. These things would have improved Marathon’s performance at launch: A more robust onboarding process, perhaps in the form of a short single-player/PvE campaign. We know Bungie fans love this stuff. A traditional arena-based mode akin to Destiny’s Crucible could have been a bridge for the cautious players who’d have been otherwise deterred by the Server Slam. It’s also a great palate cleanser after getting merked. Introducing a dedicated PvE environment would have similarly diversified the conversation and lowered the barrier for the Bungie faithful who found the pure PvP extraction loop too abrasive. PvE is safer than PvP these days. There’s an argument that a thin PvE mode would have just felt like a budget Destiny, potentially hurting the brand more. But given how dire the FTUE is, I think it would have been a net positive. Any kind of tutorialised loop that demystifies the stakes, really. While there is merit in a studio sticking firmly to a singular creative vision, and going all in on the hardcore extraction loop. Less forgiving is the technical reality is that the user interface and first-time user experience (FTUE) were not at a commercial standard for launch. Subscribe for free to get the most accurate games estimates in your inbox twice a week 🫶 Subscribe In a landscape where player time is oversaturated and the most contested currency, a flawed FTUE is a critical failure point. But it’s not all doom and gloom, as Marathon has an incredible, unique gameplay loop, suggesting that financial success is still attainable if Bungie can pivot effectively. Bungie and PlayStation now face a difficult strategic crossroads, though – one within a challenging games market. They could: Double down on Marathon with a long-term Rainbow Six Siege- or No Man’s Sky-style recovery plan, which is something I heard Last Stand Media’s Chris Maldonado mention last week. While this could be a sunk-cost fallacy in action, it could eventually yield the audience the game’s mechanical depth deserves. Shift focus toward the inevitable Destiny 3 or another project, mitigating the escalating opportunity cost and cutting their losses, so to speak. Doing both is an expensive proposition, given the high overhead and burn rate of operating out of Bellevue, Washington. With Sony recently demonstrating a lower threshold for underperforming studios and projects, the margin for error has vanished. Whatever happens, the next six months will determine whether Marathon becomes a cornerstone of Sony’s live-service portfolio or a cautionary tale of vision exceeding accessibility. I’m hoping it’s the former, because Marathon rocks. As always, hit subscribe to get updates on Marathon and other relevant games. Subscribe Want to get your hands on our data for yourself – for free? We’re offering a free trial of our platform for games companies. Send us a message here, or reply to this email, and we’ll set you up. The last word Reply to this email – or reach out here – if you have any feedback for the newsletter – or want to request a game for us to cover. [Alinea Analytics boasts the most accurate PC and console estimates in the business. Game makers use our platform to understand their audience, keep an eye on the competition, monitor sales trends, and spot new opportunities. We equip game studios and financial institutions with accurate data and the confidence to make smarter, data-driven decisions. Want to talk about all things games market data? We’d love to chat!]
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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.
Luka Doncic Explains Controversial Exchange with Goga Bitadze Before Suspension
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Galaxy S26 Ultra Enterprise Edition is here with advanced security features
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Apple Announces AirPods Max 2
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iOS 27 Will Reportedly Be Like Mac OS X Snow Leopard
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Top 5 most improved teams during NFL free agency, including the lowly Jets
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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.
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