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What it means to be a woman in business
I am currently a Senior Key Account Manager at Alliant Energy. In my role, I’m responsible for managing some of our major commercial and industrial customers, and I also get the opportunity to support economic development across the communities we serve. This year marks nearly a decade for me at Alliant Energy — a journey […]
What does the Allina-Sutter Health deal mean? We asked an expert in health care business
Allina Heath, which owns and operates United Hospital in St. Paul, will retain its brand and headquarters under the deal but serve as Sutter’s Upper Midwest Division.
Solar cells just did the “impossible” with this 130% breakthrough
A new solar breakthrough may overcome a long-standing efficiency barrier. Researchers used a “spin-flip” metal complex to capture and multiply energy from sunlight through singlet fission. The result reached about 130% efficiency, meaning more energy carriers were produced than photons absorbed. This could lead to much more powerful solar panels in the future.
This new carbon material could make carbon capture far more affordable
Scientists have created a new kind of carbon material that could make carbon capture much cheaper and more efficient. By carefully controlling how nitrogen atoms are arranged, they found certain structures capture CO2 better and release it using far less heat. One version works at temperatures below 60 °C, meaning it could run on waste heat instead of costly energy. The discovery offers a powerful new blueprint for next-generation climate technology.
Canadian business stalls over US trade deal jitters
STORY: The Canadian manufacturing hub of Windsor is home to thousands of small and specialized part makers and caters primarily to car companies and equipment manufacturers. The city thrives on close integration with Detroit, America's automotive capital, just across the river.That means it's also on the frontline of tariff and trade uncertainty with Canada's largest trading partner. JACKIE RAYMOND: "Even if we don't directly work with the automotive industry, we indirectly do."Jackie Raymond is co-owner of FASTSIGNS, a Canadian company that designs and installs custom business signs and graphics.The company is coming off its toughest year since the pandemic. Orders from its core automotive clients dried up.And while a new project brought some relief, the company says customers are placing smaller orders, demanding longer payment terms, and bargaining harder on prices.:: FileIt all points to uncertainty tied to the United States-Mexico-Canada Agreement, which is up for review this year. It's a deal U.S. President Donald Trump has repeatedly said he could scrap.:: Washington, D.C. / December 2, 2025TRUMP: "...and we'll either let it expire or we'll maybe work out another deal with Mexico and Canada...":: FileThe agreement - known as CUSMA north of the border - exempts most Canadian goods from U.S. levies.While Mexico has started formal negotiations with the U.S. over the deal's renewal, Canada has so far only held informal talks.RAYMOND: "I think the CUSMA is very, very important because it trickles down to every little business right down to your barber shop and your nail shop, which will affect all of our customers."The situation in Windsor reflects a broader unease facing Canada's economy, which contracted 0.6% in the fourth quarter. About 90% of the city's exports cross the border, often multiple times during production.Manufacturing accounts for nearly a quarter of employment in the Windsor-Essex region.Its chamber of commerce, which represents about 750 businesses, says companies paused investments, delayed production, and cut jobs at the height of the tariff uncertainty last year. :: FileWindsor partly regained its footing as Trump exempted USMCA-compliant exports from Canada from tariffs in March last year.But uncertainty still drags on business confidence and Windsor's unemployment level remains one of the highest among major cities in Canada.Local shops complain of lower traffic and restaurants report thinner crowds.And builders say the housing market – often among the first sectors to show strain from the knock-on effects of tariff uncertainties – is near a standstill.Brent Klundert of BK Cornerstone, a local real estate builder, said he laid off 13 of his 21 staff as sales and prices slumped last year. "And you know, when people are going to make the biggest investment of their life, they really want confidence in their job, in the longevity of their job in the economy itself. And people lost that due to the tariffs.” // “If we can get through CUSMA, if we can get through our trade agreements with the US, I think that that will add a lot of confidence into the marketplace that we've been lacking.”Since January Klundert has rehired 10 of his employees, hoping homebuyers would start coming back.So far, only a few have.
Galaxy S26 Ultra display issues get Samsung’s attention, fix rolling out soon
It seems consumer reports have finally caught Samsung’s attention, with the representatives promising that a fix for Galaxy S26 Ultra display issues will be rolling out soon. A Galaxy S26 Ultra owner submitted a bug report through the official means. In a recent development, the user AnthonyHershko received an update from Samsung, promising that fixes […]
Company in CT for 100 years buys well-known transportation business. It means new ‘local jobs’: owner
It means investment in workforce development, fleet modernization, and regional economic growth, the company said.
Nvidia May be Back in Business in China. Here's What That Means for Revenue.
The AI chip giant aims to ship chips in the coming weeks.
Business Lookahead: Gauging the war's impact
STORY: From a worrying drop in stocks to a surge in energy prices from the war in the Middle East to key data on jobs and trade, these are the stories to watch in business and finance in the coming week. ::Look Ahead::War impactThe first quarter is ending with financial markets at the mercy of geopolitics.The Iran war has wiped roughly $7 trillion off global stocks since it erupted.With oil prices up nearly 70% year to date, suddenly interest rates are heading up, rather than down, and energy-hungry AI does not look like such a slam-dunk anymore.Meanwhile, gold has plunged 16% after being nearly unstoppable since the start of 2025.We’ll see whether markets roll on or rollover as the second quarter begins.::Job growth in focusThe U.S. jobs report for March comes out Friday.It will offer a crucial view into the economy's health as investors gauge fallout from the energy price surge.Monthly payrolls are seen rising by 48,000, according to a Reuters poll. February's surprisingly weak report caught Wall Street off guard, showing nonfarm payrolls fell by 92,000 while the unemployment rate increased to 4.4%.Uncertainty over the Iran war is also clouding the economic forecasts for the Federal Reserve, with Wall Street pulling back on expectations for U.S. interest rate cuts this year as the oil price surge fuels concerns about rising inflation.Other U.S. data in the coming week includes retail sales for February and reports on manufacturing and services activity.::Chip checkSouth Korea releases its trade data for March on Wednesday.It will provide an early indicator of how the global economy is holding up in the face of the war and the resulting shock to energy prices. Korea's export-heavy economy is a bellwether for global trade and one of the first to report data from the previous month.Its manufacturing fortunes are of even greater interest than usual, not just because of its dependence on Middle Eastern energy imports, but also because its world-leading DRAM chips are of critical importance to the AI sector and currently in short supply too. ::Inflation assessmentAnd flash euro zone inflation for March is due on Tuesday. After long hovering around the 2% mark, higher energy prices are now expected to push headline inflation up, as they did in 2022. The question is, how large and sustained any jump in inflation might be.Early data is not painting a pretty picture. Private sector growth in the euro zone slowed sharply in March, with input costs rising to their highest in more than three years and supply chains being significantly disrupted.Money markets are now heavily pricing in a rate hike which was almost unthinkable before the Iran war.
Federal rural health funding could trigger service cuts
As Montana rolls out new federal funding, rural hospitals fear “right-sizing” could mean losing care.
'Culture is downstream from entertainment' — An Interview with Rob Schneider
'You have a left that is totalitarian in the sense that they’re not for free speech. They don’t really have the best interests of the culture in mind. They’re not open for debate. They’re open for demonization. They want to demean you, they want to demoralize you, they want to prevent you from speaking, and they want to take away your ability to make a living.'
Another PlayStation price hike means the gaming console will cost 30% more than it did last year
The price of a PlayStation is going up by another $100, the second time in less than a year that Sony has upped the price tag on its popular gaming console. Global trade has been upended by U.S....
Apple TV app just added Crunchyroll as new channel, here’s what that means
Apple TV Channels lets you subscribe to and watch other services in the TV app, and Crunchyroll just became a new channel.
Spiking Diesel Prices Mean Everything Will Get More Expensive
Diesel has climbed faster than gasoline this month, directly hitting businesses, from brewers to trucking companies. Those higher costs are likely to make their way into consumer prices.
Ken Burns on America’s Unfinished Revolution
At Radcliffe, the filmmaker joined Harvard historians to discuss what the nation’s founding means today.
Scientists discover why cancer drugs don’t work for everyone
Scientists have uncovered a hidden reason why cancer treatments don’t work equally well for everyone. Certain drugs can become trapped inside lysosomes within tumor cells, forming slow-release reservoirs that create uneven drug distribution. This means some cancer cells are heavily exposed while others are barely affected. Understanding this process could help doctors better tailor treatments and improve outcomes.
Overwhelming fuel prices cause Somalis to struggle to reach health care
Soaring fuel prices mean that journeys to health facilities are becoming unaffordable for many families.
Senate approves funding deal for most of DHS, ending shutdown
The deal would mean TSA staff, who screen airport passengers, baggage and cargo, would start being paid for the first time since mid-February
Give and Take: Federal Rural Health Funding Could Trigger Service Cuts
States are rolling out plans for their share of a $50 billion fund meant to improve rural health care. In some states, the money may provoke rural hospitals to cut services.
Troop Shortage Crisis Grips Israeli Military as War Expands
Meanwhile, the Israeli army has acknowledged a shortfall of approximately 15,000 troops, including around 8,000 combat soldiers.
Google Translate Gets Gemini AI for Smarter Translations and Real-Time Headphone Translation
Google is improving its translation features with Gemini integration, adding AI in search and the Google Translate app. Users can expect smarter and more natural text translations, with improvements to phrases with nuanced meanings. Idioms, local expressions, and slang will be translated with Gemini for improved accuracy, and Gemini will parse context instead of giving a literal word-for-word translation.
Keep Your Eye on the Ball
The start of the season means the start of new goals. Make this one of them.
Search Live rolling out globally as Google Translate’s live headphones mode comes to iPhone
With the launch of Gemini 3.1 Flash Live, Google is launching Search Live globally. Meanwhile, Google Translate's new headphones...
Zone 2, 3, 4? What do heart rate zones mean for your health?
If you’re not an athlete or training to be one, how do you know how much time you need to spend in each zone to maintain optimal health?
Opinion: Business resilience requires smart connectivity
Enterprise leaders operate in an increasingly complex digital environment with the scale and sophistication of new threats looming large, making cyber resilience a prerequisite of doing business. | Understanding how connected technologies are evolving and what this means for security, performance and resilience is critical for businesses.
To Afford a House in Los Angeles, They Had to Become Landlords
For a couple and their toddler, moving from a noisy street in Hollywood to a tranquil home in the San Fernando Valley meant adding extra income — even if they had to build a house in the backyard.
'No good choice' for GPs as child mental health demand 'skyrockets'
GP says long waits for support mean some doctors feel forced to prescribe medication outside of guidelines.
Dan Patrick’s meanness to Taylor Rehmet is exhausting politics
Do elections even matter in Texas politics now?
Houston traffic tips to know before Thursday's big sports day
Thursday will be a very busy day across the City of Houston. That means traffic problems for everyone across the city for a good chunk of the day.
Casey Means' surgeon general nomination is stalled
The nomination has languished despite ongoing efforts from the White House and Make America Healthy Again activists, revealing how intractable rifts over health policy can be even when Congress has shown deference to President Donald Trump.
Casey Means' surgeon general nomination is stalled
The nomination has languished despite ongoing efforts from the White House and Make America Healthy Again activists, revealing how intractable rifts over health policy can be even when Congress has shown deference to President Donald Trump.
Means’ surgeon general nomination is stalled as senators question her experience and vaccine stance
Wellness influencer Dr. Casey Means’ nomination to be U.S. surgeon general is stalled a month after senators of both major political parties grilled her on vaccines and other health topics during a tense confirmation hearing, deepening doubts about her ability to secure the votes she needs for the role.
Some East Grand Forks businesses must register with city to sell low-potency hemp products
Changes in requirements from the state Office of Cannabis Management mean businesses selling these products must now be licensed with the OCM and registered with their local cities.
Surgeon general nomination is stalled
Wellness influencer Dr. Casey Means' nomination to be U.S. surgeon general is stalled a month after senators of both major political parties grilled her on vaccines and other health topics during a tense confirmation hearing.
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
From idea to publication: How RISE Ambassadors are impacting science education
When Sara Brownell began the RISE Ambassadors program three years ago as part of her Charter Professorship, she hoped to make a positive impact on STEM learning environments by empowering undergraduate students to have greater agency in both the research conducted and its translation into meaningful change.
Le Bris 'at his brilliant best' to mastermind derby win
Leading up to Sunday's derby at Newcastle, all the talk centred around which of our injured players might be available and it ended up becoming a bit of a distraction from what was actually important - the players who were definitely fit to play their part. While I'm sure Regis le Bris would have loved a fully fit squad, he is not daft enough to get too distracted by the possibilities of having several of his walking wounded involved at the last minute. It meant that while Newcastle were distracted by European football, we were on the training ground figuring out how we were going to walk away from St James' Park with three points.
Fix the process before reauthorizing state PUC
What needs to be fixed before reauthorizing the Public Utilities Commission? The answer is simple: the process. The last time the commission was reauthorized in 2021, lawmakers expanded its role in meaningful ways — particularly as Colorado accelerated its clean energy transition. The PUC was asked to do more, to carry more and to implement […]
Hold On: Devils Outlast Stars 6-4
A little bit of this would have gone a long way a couple of weeks ago. Seriously, where was this kind of effort against Calgary and Detroit? Or, for that matter, Washington last Friday? Not that it was perfect by any means, but the Devils team that turned what looked like a surefire, “get-right” game […]
L'Oréal's Skinbetter Science Launches Volume-restoring Facial Serum
L'Oréal-owned, physician-dispensed skin care brand Skinbetter Science has introduced its Ampra Volumizing Macro HA Serum, meant to plump facial skin.
After Providence Health Plan Outsourcing Fiasco, the Cleanup Continues
One of Oregon’s largest health insurance plans announced in recent days it might be going up for sale but, in the meantime, it still has quite a bit of cleaning up to do.
Scientists just discovered bees and hummingbirds are drinking alcohol
Flower nectar often contains small amounts of alcohol, meaning pollinators like hummingbirds are drinking it all day long. Despite consuming human-equivalent amounts, they show no signs of intoxication—suggesting a surprising evolutionary tolerance.
Scientists Reflect on Experiences Meeting Patients
On the very best days, our researchers get to connect face to face with patients and families. Learn more about the meaning behind these moments.
Andre Iguodala says winning NBA Finals MVP with Warriors meant ‘nothing' to him
Former Warriors forward Andre Iguodala revealed why winning NBA Finals MVP with Golden State in 2015 wasn't as meaningful to him as one might think.
OpenAI Shutting Down Sora Video App
The AI giant announced the decision Tuesday. What it means for its Disney deal is not immediately clear.
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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Science diplomacy, research and global health
Nature Microbiology - As a young scientist from the global south, engaging in science diplomacy has brought greater purpose and meaning to my career, writes Delfina Fernandes Hlashwayo.
Science diplomacy, research and global health
Nature Microbiology - As a young scientist from the global south, engaging in science diplomacy has brought greater purpose and meaning to my career, writes Delfina Fernandes Hlashwayo.
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.
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