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Differences between W2 and 1099 workers for small businesses
Hiring for your small business? One of the first decisions you’ll face is who to hire and how to classify them. Should you bring on a W-2 employee or a 1099 independent contractor? In this episode of Small Business Smarts, ADP’s Laci Buzzelli breaks down the key differences between the two and when each option makes the most sense for small businesses. For more information, visit ADP.com/SPARK
Pacers Sports & Entertainment Launches Fieldhouse Media Network, Delivering First-Of-Its-Kind Global Media Channel for Partners
Deloitte and Yieldmo help PS&E to grow market size through first-party fan data while producing convertible ROI INDIANAPOLIS (March 24, 2026) – Pacers Sports & Entertainment today launched the Fieldhouse Media Network, a first-of-its-kind global AI-powered media platform built on authenticated sports fandom, giving brands measurable access to one of the most engaged audiences – the fan. Developed in collaboration with Deloitte and Yieldmo, the network leverages Yieldmo’s Ymax.ai, an advertising platform with a dedicated sports vertical, and Converge™ by Deloitte for Sports fan data platform built on Deloitte Ascend™ to activate first-party, authenticated data from approximately 250 million sports and entertainment fans worldwide in a privacy-safe, cookieless […]
Pacers Sports & Entertainment Launches Fieldhouse Media Network, Delivering First-Of-Its-Kind Global Media Channel for Partners
Deloitte and Yieldmo help PS&E to grow market size through first-party fan data while producing convertible ROI INDIANAPOLIS (March 24, 2026) – Pacers Sports & Entertainment today launched the Fieldhouse Media Network, a first-of-its-kind global AI-powered media platform built on authenticated sports fandom, giving brands measurable access to one of the most engaged audiences – the fan. Developed in collaboration with Deloitte and Yieldmo, the network leverages Yieldmo’s Ymax.ai, an advertising platform with a dedicated sports vertical, and Converge™ by Deloitte for Sports fan data platform built on Deloitte Ascend™ to activate first-party, authenticated data from approximately 250 million sports and entertainment fans worldwide in a privacy-safe, cookieless […]
Salamander Migration Has New Citizen Science Component
Each spring, blue-spotted salamanders emerge from their underground burrows at Presque Isle Park in Marquette and venture across the road to lay their eggs. Northern Michigan University students have been involved in conservation, data collection and public education efforts for this annual event, but this year, the general public is invited to play a more active role in salamander migration research. Northern Michigan University Biology Department Head Jill Leonard encourages community members to participate in the Marquette Citizen Science Project.
Parker Named to College Sports Communicators Academic All-District Team - University of Massachusetts Athletics
K'Jei Parker of the Massachusetts men's basketball team has been named to the College Sports Communicators Academic All-District Team, as announced on Tuesda...
H-1B Health Care Workforce Bill Introduced
On March 17, Congressman Mike Lawler (NY-17) introduced the H–1Bs for Physicians and the Healthcare Workforce Act , bipartisan legislation with Reps. Sanford D. Bishop, Jr. (GA-02), Maria Elvira Salazar (FL-27), and Yvette Clarke (NY-09). This legisla...
Football Hall of Fame to Honor St. John’s Alumnus Who Led Landmark Sports Statistics Firm
A St.
1 in custody after police chase, crash after burglary alarm at sports bar in Elmwood Park
One suspect was injured and in custody after a police chase in Elmwood Park Tuesday morning, police said.
Pound loses footing, business activity growth slows on Iran war hit
The British pound fell against the dollar on Tuesday, reversing some of its rise from the day before, as the Middle East war continues to hold sway over markets and as signs emerged that the conflict was starting to affect Britain's economy.
Investors Question Whether Quick Peace in Iran Is Possible
Global markets are under pressure again amid doubts that the fighting in the Middle East can end anytime soon.
Health Care Roundup: Market Talk
Find insight on Novo Nordisk, Novartis, Top Glove and more in the latest Market Talks covering Health Care.
Ultrahuman ramps up U.S. push with Ring Pro as Oura tightens its grip
Ultrahuman pushes back into the U.S. with Ring Pro, as Oura strengthens its lead in a market driving 60% of global demand.
How Bans on Corporate Political Donations Influence Campaign Platforms
Julia Cagé, Caroline Le Pennec, and Elisa Mougin discuss their recent research on France’s 1995 ban on corporate contributions to political campaigns. The ban pushed candidates to de-emphasize local politics in favor of national issues and, in many cases, adopt more extreme rhetoric.
UGA student turns mahjong passion into growing business: Marejong
University of Georgia student Mary Dalton Dowdy started her own business, Marejong, teaching mahjong lessons in Athens, Jefferson, Watkinsville and Wrens, Georgia. She found a unique market, becoming one of
Home heating oil firms squeezed as diesel, crude prices surge amid Middle East tensions
It's a volatile market for home heating oil businesses. Rising oil and fuel costs after a brutal winter have customers calling and asking for help.
Gossip: Sancho unlikely to return to Villa Park
Manchester United and England winger Jadon Sancho, who is on loan at Aston Villa this season, has held talks with Borussia Dortmund about a return to the Bundesliga club on a free transfer, with the 25-year-old willing to take a pay cut. (Sky Sports Deutschland - in German)
Las Vegas talent agency grows as city’s entertainment market expands
As the city continues to grow, more opportunities are coming up for local models and actors.
Las Vegas talent agency grows as city’s entertainment market expands
As the city continues to grow, more opportunities are coming up for local models and actors.
Las Vegas talent agency grows as city’s entertainment market expands
As the city continues to grow, more opportunities are coming up for local models and actors.
Las Vegas talent agency grows as city’s entertainment market expands
As the city continues to grow, more opportunities are coming up for local models and actors.
Dark money pours into Massachusetts politics
WBUR found a rise of dark money groups trying to sway local elections and influence policy. The nonprofits can raise and spend unlimited money from undisclosed donors. Watchdogs warn about their growing influence on Massachusetts politics.
Why Trump may not be able to TACO in Iran — even if he wants to
Wars, unlike illegal tariffs, cannot be switched on and off to meet a president’s whims or to permanently shore up free-falling markets.
Video: Senate Confirms Markwayne Mullin as Homeland Security Secretary
The Senate confirmed Markwayne Mullin to take over the Homeland Security Department in a 54-to-45 vote on Monday.
We disagreed on politics. We agreed on wine. That was enough.
At the Virginia Governor’s Cup Gala in Richmond earlier this month, a very dapper gentleman approached me and introduced himself. In his light-colored suit and bowtie, he looked very Southern in a classical sense, the sort of Virginia Gentleman you used to see south of the Rappahannock as recently as my college days. “I’m a longtime reader and fan of your writing, if not your politics,” he said. His comment was the proverbial iron fist in a velvet glove, simultaneously conveying praise and disapproval while establishing boundaries. Man, I wish we still discoursed like this instead of shouting bromides and insults to try and “own” our opponents with a funny meme and a furrowed brow. Subscribe “Well, we’ll always have wine to share together,” I said, and thanked him for his kind words. We clinked glasses, exchanged pleasantries about the delicious gold medal-winning wines being poured that evening, and went our separate ways. Our exchange reminded me that more unites us than divides us. Wine brings people together to share a meal and a few hours of joy despite our differences.1 That’s why I refer to the wine community — including readers and consumers — rather than the wine industry. Together, we are so much more than production, distribution and sales statistics. A few minutes later the evening’s awards ceremony began. Applause grew as the 12 winemakers who made the top-scoring wines for the Governor’s Case took the stage, including a loud cheer for Jonathan Wheeler of Trump Winery and his 2018 Blanc de Noir sparkling wine. All the winemakers on stage had reason to be proud, Wheeler perhaps more so. Trump Winery was the only winery to win six gold medals in the competition this year. (Wineries are limited to six entries.) Two of Wheeler’s ciders also won gold medals in a separate competition. When you cover the labels and take the sour taste of politics off your palate, the wines are pretty darn good.2 Then Gov. Abigail Spanberger, newly elected Democrat and Virginia’s first female governor, was introduced to great applause to announce which of the 12 wines had won the Governor’s Cup. She spoke for a few minutes about the importance of wine to Virginia’s economy and tourism and the international acclaim Virginia wine has received. Just two weeks earlier, she gave the Democrats’ response to Trump’s State of the Union speech, but this night wasn’t about politics. That didn’t stop several people in the crowd from speculating on the irony should she have to present the trophy to Trump Winery. In the end, Valley Road Vineyards was displayed on the screen behind Spanberger as the winning winery. Blue Bee Cidery in Richmond took top honors for that category. The crowd cheered a female governor presenting the state’s highest trophy to a female winemaker and then resumed the evening’s festivities, united by their mutual love of wine. A whiff of politics couldn’t dim the cheer of celebration and a community united by its love of wine. In Memoriam: Michel Rolland The global wine community lost a giant March 20, with the passing of Michel Rolland. He was 78. Rolland was the original “flying winemaker,” a globe-trotting consultant who helped Bordeaux regain its mojo in the 1970s and then shaped the rise of Napa Valley cult Cabernet as consultant to Simi, Harlan, Newton, Screaming Eagle, Araujo, Dalle Valle and other wineries. He was instrumental in Argentina’s rise to prominence and even had his own winery, Clos de los Siete, in a partnership with other wine families. Rolland’s career arc paralleled that of Robert Parker, the world’s most influential critic. Parker championed many of the wines Rolland consulted on, helping build his reputation and demand for his services. It also made him a target for Parker’s critics. As W. Blake Gray wrote on Wine-Searcher in his excellent tribute to Rolland: Rolland created the type of wines Parker loved: rich body, plenty of fruit, soft tannins. He sometimes faced the accusation of creating a generic international style of red wine, where the great wines he made in Argentina were indistinguishable from the great wines he made in France. Rolland chafed at that critique, as did many of his fans. He was credited with championing green harvesting and leaf pulling, as well as careful selection of grapes in the winery, practices we nearly universally think of today for high-quality winemaking. “Michel was an incredible innovator who changed how wine was made and how grapes were grown,” Napa Valley winemaker Aaron Pott wrote on Facebook. “His work has transformed the wine trade. He created new ways of looking at wine, tasting wine, evaluating ripeness and quality. … This was not just a man with a ‘style’ that he imposed on vineyards but a man that understood how to make great wine from great sites.” Rolland started his consulting company in 1973 in Libourne, in Bordeaux, with his wife, Dany. Both had graduated the year before from Bordeaux’s Institute d’Oenologie. The couple sold their majority share in the business in 2020, according to Wine Spectator. Over his career, Rolland reportedly worked with more than 100 wineries in 20 countries. He even made it to Virginia, where he consulted for Kluge Estate in the mid-2000s. (Kluge Estate is now Trump Winery.) Reader feedback, please! Last week, I did my first WineLine Live! with Dr. Laura Catena of Catena Zapata winery in Argentina. We enjoyed a fascinating discussion about her efforts to preserve the genetic heritage of old vineyards in Mendoza. I conceived of WineLine Live! for paid subscribers, as a thank you for your financial support. And while only a few people joined live, the video now has more views than I have paid subscribers, so I guess that’s pretty good. Even so, I’m considering opening future installments to anyone on Substack to reach a broader audience. So my questions to you: Should these be public? And what format do you prefer? Live gives a chat feature with the potential for viewers to interact with me and the guest, while a video post would just be that. Another alternative is a podcast, which would just be audio, without video of my chins. Please let me know in the comments. Leave a comment In the Glass A few wines I’ve enjoyed recently: Bonny Doon Vineyard Take Me to Your Liter, Le Cigare Volant, Red Wine of the Earth. 2023, Central Coast, CA. Blend of Grenache, Syrah Cinsaut and Petite Sirah. Delightful wine with expressive red fruit flavors, casual drinking. Doon lovers of a certain age will remember Randall Grahm’s Big House Red; this is more in that style than his original Le Cigare Volant, modeled after Chateauneuf du Pape. The liter bottle makes it an even better value. I see this online at about $15. Great value. Albert Bichot Bourgogne Pinot Noir Origines 2023. 13% - Textbook pinot noir and an excellent, affordable entry (regional) Burgundy. Wine Enthusiast Top 100 Wines of 2025. $24 at Total Wine & More. Loma Larga Pinot Noir 2021 “Coastal Cool Climate Wine”, Valle de Casablanca, Chile. An older sample, showing beautifully. Spicy and fruit forward. I’m seeing widely varied pricing online, from $18-$32. At the lower end, it’s a terrific value. 13.5% Dr. Loosen Riesling Dry 2016, Mosel, Germany. Found this “in the stack.” And it stacked up well, shedding some of its youthful acidity for opulent Riesling character, including a hint of the mineral oil older Riesling often features. A great value, as I’m seeing it as low as $14 online. 12% abv. Red Tail Ridge Blau Franc Blend 2024, Sans Oak, Finger Lakes. 13.4% abv. The name is a neat portmanteau of Blaufrankisch and Cabernet Franc, thus Blau Franc. The blend is 50-50, no oak involved. The Blau dominates on the palate, with the spicy caraway seed (think New York deli rye bread). The Franc adds body. The result is juicy, energetic and joyful. Sokol Blosser Estate Rosé of Pinot Noir 2025, Dundee Hills, Willamette Valley, Oregon. This first rosé of 2025 was a welcome respite to our cold, snowy winter here in the Mid-Atlantic. Oh man, I needed this! Bright and energetic, exuberant even, it perks up the mood and goes down fast. 13%. Certified B Corp. Ingredient and nutrition labeling, and in a modest way that doesn’t occupy a lot of label space. (Since it’s not required, presumably there are no minimum font size requirements.) More wineries should follow this example. Dave McIntyre's WineLine is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe Thanks for reading Dave McIntyre's WineLine! This post is public so feel free to share it. Share 1 Some restraint may be required. 2 Especially the bubblies.
Lithia sports facility proposal sparks heated zoning battle between neighbors, supporters
A growing dispute is unfolding in Lithia, where a proposed private youth sports complex is drawing strong reactions from both neighbors and supporters.
Mullin’s Smooth Confirmation Was a Throwback in the Senate
In choosing Senator Markwayne Mullin, who has warm relationships across the Capitol and the political aisle, President Trump was reverting to a bygone tradition.
Oil rises as markets assess supply risks after Iran denies US talks
Oil prices rose in early trade on Tuesday on supply fears, as Iran denied it had held talks with the United States to end the war in the Gulf, contradicting President Donald Trump, who said a deal could be reached soon.
Markwayne Mullin confirmed to lead Department of Homeland Security
The Oklahoma Republican faced a glide path to confirmation with the help of two Democratic senators.
Markwayne Mullin confirmed to lead a DHS in turmoil
Markwayne Mullin will serve as Donald Trump’s next Department of Homeland Security secretary, elevating the US senator to helm the agency at the center of the president’s controversial immigration enforcement effort and an ongoing shutdown.
Scientists say NAD+ could slow aging and fight Alzheimer’s and Parkinson’s
A global team of leading scientists is zeroing in on a tiny but powerful molecule that could reshape how we age. Known as NAD⁺, it plays a crucial role in keeping our cells energized, repairing DNA, and maintaining overall health—but its levels steadily decline over time, potentially fueling diseases like Alzheimer’s and Parkinson’s. Researchers are now exploring ways to boost NAD⁺ using compounds like NR and NMN, with early studies hinting at improvements in memory, metabolism, and physical function.
From One Major to Three in Four Years: Connecting Data Science, German and Linguistics at Montclair
In a German language program for local children and on an archive translation project, Isabella Zarate Gonzalez shows how Montclair’s mix of STEM, world languages and community engagement helped her connect her interests into a single path
Entertainment and more in the Mid-Ohio Valley
PARKERSBURG – The Artsbridge calendar for this week: TODAY * Geppetto Woodcarver’s Wood Quilt display, 9 a.m. to 4 p.m., WesBanco, Market Street, Parkersburg * Art is Life/Life is Art, ages 55-plus,10:30 a.m. to 12:30 p.m., Parkersburg Art Center * Butterfly Photo Holder, ages 13-plus,11 a.m. to noon, Marietta Public Library * Hygge Club, adults, […]
Aramark Sports + Entertainment’s Culinary Creativity Takes the Field at Eight MLB Stadiums as Umpires Shout “Play Ball!”
As Major League Baseball prepares to welcome fans back for another season of unforgettable moments, Aramark Sports + Entertainment (Aramark; NYSE: ARMK) is stepping up to the plate with a new lineup of culinary innovations, collectible souvenirs, and fan‑driven experiences debuting across eight MLB stadiums nationwide.
Utah Sen. John Curtis helps lead push to ban sports betting contracts on prediction markets
Utah Sen. John Curtis and California Sen. Adam Schiff are leading a push to make clear that sports prediction markets are indeed gambling.
DarkSword exploit leaks on GitHub
The exploit is now publicly available on GitHub, increasing the urgency for older iPhones and iPads to run the latest available iOS and iPadOS versions.
Rahm Emanuel says federal workers shouldn't bet on politics
Former Obama chief of staff and possible 2028 presidential candidate Rahm Emanuel is calling for a federal employee ban on prediction markets betting.
Someone has publicly leaked an exploit kit that can hack millions of iPhones
Leaked "DarkSword" exploits published to GitHub allow hackers and cybercriminals to target iPhone users running old versions of iOS with spyware, according to cybersecurity researchers.
Mojang partners with Merlin Entertainments for the world's first Minecraft theme park, Minecraft World
Mojang has partnered with Merlin Entertainments to build the world's first Minecraft theme park in the UK.
NMSU’s ‘Big Bang Bash’ invites community to hands-on art and science experience
New Mexico State University’s College of Arts and Sciences welcomes kids of all ages to this year’s “Big Bang Bash: Where Arts and Sciences Collide” from 5:30 to 8:30 p.m. Thursday, April 2 at...
Science Through Shadows: How Astronomical Alignments Reveal the Universe
When one celestial object passes in front of another, it can cast a shadow that travels across space – and sometimes across Earth. These moments of alignment, known as eclipses, occultations, and transits, allow scientists to study distant objects in remarkable ways. By observing how light changes when an object briefly blocks another, astronomers can measure sizes and shapes, detect atmospheres, and refine the orbits of asteroids and planets.
Two of my favorite color e-book readers are the cheapest they’ve been in months
They’re the cheapest they’ve been since Black Friday.
Bill introduced seeks to ban sports bets on prediction markets
A bipartisan Senate bill introduced Monday seeks to ban prediction markets from allowing transactions that mimic sports betting.
The Core Entertainment Hires Sarah Pfeiffer As Head Of Marketing & Gabriella Pulley As Chief Of Staff
The Core Entertainment is continuing to scale its company, with the recent news of two new hires added to the leadership team. Sarah Pfeiffer has been named
Exclusive: Kalshi to block athletes and politicians from trading on their markets
Prediction market Kalshi plans to block athletes, coaches and officials from betting on their sports and to block political candidates from trading on their campaigns, Axios has learned.
Uncommon Ground seeks new operator as longtime Wrigleyville restaurateurs plan to retire
The longtime restaurateurs behind Uncommon Ground at 3800 N. Clark St. in Wrigleyville are seeking a new operator for the restaurant, brewery and music venue.
F1 CEO talks US growth as business accelerates
Formula One (F1) CEO Stefano Domenicali joins Yahoo Finance Executive Editor Brian Sozzi to discuss F1's rapid growth in the US market, new racing regulations, and more. Watch the video above to hear more on the sport's focus on expansion and entertainment.
Bipartisan Senate bill would ban sports betting on online prediction markets
Bill was introduced in the Senate on Monday as prediction market companies face greater scrutiny on state level
Health Care Roundup: Market Talk
Find insight on Novartis, Sandoz Group and more in the latest Market Talks covering Health Care.
LIVE AT 3:30 P.M.: Ewing to announce entertainment for Omaha’s Memorial Park concert
On Monday, Omaha Mayor John Ewing Jr. is expected to announce details for the Memorial Park concert.
Microsoft-backed startup raises $40 million for advanced chipmaking equipment tech
Lace, a Norway-headquartered chipmaking equipment startup which is backed by Microsoft, has raised $40 million in funding to further develop a technology that could enable significant advances in semiconductor design and manufacturing, the company said on Monday. To make cutting-edge chips, manufacturers such as Taiwan Semiconductor Manufacturing Co and Intel employ a process called lithography that uses light to draw complex circuits that form the foundation of advanced artificial intelligence chips. Manufacturers use light-based lithography systems made by the Dutch company ASML - which dominates the market - as they race to shrink chip components and squeeze in more features to boost the computing horsepower on a limited area of silicon.
Design Files: Mirrodin, Part 4
Mark finishes his trip through Mirrodin's design handoff file with a look at the set's rare artifacts and lands.
Ewing to announce entertainment for Omaha’s Memorial Park concert
The event is happening on Friday, June 26.
Ewing to announce entertainment for Omaha’s Memorial Park concert
The event is happening on Friday, June 26.
Trump admin dumps Biden-era wind projects for billion-dollar investment in US oil
The Trump Department of the Interior secured a landmark agreement with energy giant TotalEnergies to redirect nearly $1 billion away from "unreliable" and "ideological" wind projects.
New C8 Corvette Grand Sport Makes Surprise Debut at 12 Hours of Sebring
The first mid-engined Grand Sport dons a widebody and red hashmarks, with the car's full reveal coming later this week.
Senators introduce bill to ban sports betting on prediction markets
The new bill would amend the Commodity Exchange Act to ban prediction contracts related to sports events or casino-style games.
Google TV just lost a big TV brand to web app-based ‘Titan OS’
Philips, a major TV brand in markets such as the UK and Europe, is ditching Google TV for “Titan OS.”...
Rahm Emanuel proposes banning all federal employees from betting on prediction markets
Apple Reportedly Preparing 'Biggest Set of iPhone Revamps' Ever
Apple is working on "the biggest set of iPhone revamps in the product's history," according to the latest word from Bloomberg's Mark Gurman. Specifically, he is referring to the long-rumored foldable iPhone, as well as an ambitious 20th-anniversary iPhone with a truly "edge-to-edge" design.
Intel Core Ultra 7 270K Plus & Core Ultra 5 250K Plus Official Benchmarks: Faster Than 14900K & Comparable To Ryzen X In Gaming, Much Faster In Apps, Superb Value
Intel shared official benchmarks of its Core Ultra 7 270K Plus & Core Ultra 5 250K Plus in gaming, apps, and more, against AMD Ryzen CPUs.
Trump to Maria Bartiromo: Iran wants to make a deal badly, could be within 5 days or sooner
Maria Bartiromo reports that President Donald Trump says Iran ‘wants to make a deal badly’ as he orders a five-day pause on planned strikes against key infrastructure, signaling ongoing high-level talks and triggering a sharp market rebound.
Small Business Promotion Week: Hey Honey Marketplace
Jennifer Reeves, nurse turned boutique owner, came up with the idea for Hey Honey Marketplace, a boutique on Abram Street that aims to not just be a store but a community gathering place for women.
Building a Culture of Health: BJACH Opens Armed Forces Wellness Center at Fort Polk
FORT POLK, La. — Bayne-Jones Army Community Hospital marked a significant step forward in supporting warfighter readiness and community well-being with the grand opening of its new Armed Forces Wellness Center on March 23. The center, located on the first floor inside BJACH, provides Soldiers, Families, civilian employees and beneficiaries with access to personalized health assessments, education and coaching designed to improve overall health and performance.
Trump visits Memphis to tout crime-fighting efforts as Iran war lingers
His talk on crime and immigration marks a return to an issue that he hopes will resonate with voters.
Women’s health innovation is a huge opportunity Philadelphia is in danger of missing
A booming medical market is creating jobs, research and startup funding, and the region has the talent and institutions to become a national leader, a local entrepreneur writes.
Exclusive | Lawmakers to Introduce Bipartisan Bill Banning Sports Bets on Prediction Markets
A bipartisan pair of U.S. senators are introducing legislation to prohibit CFTC-regulated entities from listing contracts related to sporting events.
Rahm Emanuel proposes banning all federal employees from betting on prediction markets
Rahm Emanuel is proposing a far-reaching measure to crack down on betting in predictive markets in Washington as part of an effort to call attention to what he sees as a culture of corruption gripping the nation’s politics
As mayoral election looms, D.C.’s business class worries about what’s next
A potential leftward shift in the wake of the pandemic and the Trump administration’s cutting of thousands of federal jobs has sparked unease in the city’s business community.
Where There’s Wildfire Smoke, There’s Poor Mental Health
Research has increasingly connected wildfire and smoke with worsening mental health, partly due to damage in the brain.
Grab Strikes $600 Million Deal for Foodpanda Taiwan Business
Grab Holdings Ltd. agreed to buy Delivery Hero SE’s Foodpanda operations in Taiwan for $600 million, a deal that marks its first foray outside of its Southeast Asian home market.
River Cats top Giants in exhibition at Sutter Health Park as fans welcome baseball’s return
"Finally, the drought is over between football and the start of baseball."
Stock markets rocked by Trump’s Iran ultimatum, as UK economy faces growth hit
Rolling coverage of the latest economic and financial news
Pfeiffer, Pulley Join The Core Entertainment Leadership Team.
The Core Entertainment has added Sarah Pfeiffer as Head of Marketing and Gabriella Pulley as Chief of Staff. Both will report to Co-Founders and Co-CEOs Simon Tikhman and Chief Zaruk
St. Louis Blues Weekly Prospect Report (March 22)
Jiricek has big scoring week; McIsaac announces future plans; Ralph, Michigan State head to NCAA Tournament with Mayich, Clarkson University eliminated; Peterson scored pair, including a SH beauty for Springfield
The DLSS 5 Backlash Is Still Swirling
Almost a week on, the controversy and backlash over NVIDIA’s DLSS 5 announcement are still swirling, following some mixed messaging from the company about how the tech works. A reveal trailer on Tuesday showcased multiple games like “Resident Evil Requiem,” “Starfield”, and “Hogwarts Legacy” using the new technology, which goes beyond simple upscaling and leads […]
The 3DFX Voodoo Lives Again In An FPGA
The 3DFX Voodoo was not the first dedicated 3D graphics chipset by any means, but it became the favourite for gamers among the early mass-market GPUs. It would be found on a 3D-processing-only PCI …
A DNA test ruled him out. He was convicted of murder anyway.
Forensics has its share of high-profile problems. There’s phony “junk science,” like bogus bite-mark and blood spatter analyses that have sent innocent people to jail. And there’s the steady drumbeat of lab scandals, where analysts make up results. But there’s a subtler and more pervasive problem at work in many cases: lab analysts and lawyers who take perfectly legitimate science and twist it. Globe Opinion is exploring these distortions with a series we’re calling “Twisted Science.” And there may be no better place to start than with the case of Terrel Barros.
Hackaday Links: March 22, 2026
On Friday, Reuters reported that Amazon is going to try to get into the smartphone game…again. The Fire Phone was perhaps Amazon’s biggest commercial misstep, and was only on the market…
Man who bought $75 worth of Apple products from a stranger in a car park realizes he might be sitting on a small fortune
A tech enthusiast who bought a bunch of used Apple products off a stranger in a car park was left pleasantly surprised by the haul
This Couple Turned A Facebook Marketplace Side Hustle Into A Seven-Figure Business
When Harrison Gordon and Paige Sandher couldn't find a modular custom sofa that was also affordable, they designed their own. They built a fast-growing business around their idea.
‘We’ve got some unfinished business’: Corey Gipson reflects on historic Austin Peay season
Austin Peay men's basketball head coach Corey Gipson recently reflected on his 2025-26 season and revealed what makes Clarksville special.
Nevada Wins Temporary Ban on Sports Betting on Kalshi
The prediction-market platform must obtain state gambling licenses and prohibit users under 21 to offer such contracts, a state court said.
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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