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Tennessee QB battle takes center stage at SEC Media Days
Redshirt freshman George MacIntyre and true freshman Faizon Brandon are the frontrunners in the competition.
"Professional lurker" Todd Howard reappears on internet forums following Bethesda's Fallout and Elder Scrolls announcements to thank fans for their support
Reddit is apparently a font of inspiration for Fallout and Elder Scrolls boss Todd Howard, and he's back being active there again.
Want to dye shirts while sipping wine? Try these new NJ businesses
Tipsy Tie Dye is open at American Dream. JAG Physical Therapy has a new location in Kearny. Precision Surgery Center is in Englewood Cliffs.
🚨 Official: Bayern unveil their new away kit
Bayern Munich has unveiled its new away kit for next season. True to the Bavarian club’s identity, this white Adidas shirt combines simplicity and elegance. The Rekordmeister will kick off its seaso...
Star Trek's William Shatner will headbang with music legends at Riot Fest 2026
From captain of the Enterprise to heavy metal headliner.
John Mateer, Taylor Wein, Eddy Pierre-Louis to represent OU football at SEC Media Days
Redshirt senior quarterback John Mateer, redshirt junior defensive lineman Taylor Wein and redshirt sophomore offensive lineman Eddy Pierre-Louis will represent OU at SEC Media Days.
The global business behind World Cup jerseys, from $180 authentic shirts to $4 counterfeits
The global business behind World Cup jerseys, from $180 authentic shirts to $4 counterfeits
We went inside Bangladesh's garment factories to find out why authentic World Cup jerseys sell for as much as $180.
We tested 42 sun shirts to find ones that stay cool and dry on active summer days
I tested 42 sun shirts with the help of my landscaper husband to find lightweight, UPF-rated designs that wick sweat and stay cool in the summer heat.
What makes Rangers new sniper ‘well-rounded offensive player’ explained
A quick look at the stats and game highlights show you what a big deal it is that the New […]
Learn indigo dyeing at Siren Song Fleece Works
Experience the magic of indigo! We will use some basic tie dye wraps to prepare a t-shirt to dip into the best natural blue dye on the planet
‘The Odyssey’ star Matt Damon reveals strict diet choice that 'changed my life' after hidden health issues
Oscar winner Matt Damon says eliminating this from his diet changed his life after finding a food sensitivity during intense training for "The Odyssey."
Liverpool install new Jota memorial
Liverpool have installed a permanent memorial outside Anfield in tribute to Diogo Jota and his brother Andre Silva to mark the first anniversary of their death. The 'Forever 20' memorial, created by renowned sculptor Emma Rodgers, is centrally a flowing heart sculpture, an acknowledgement of the forward's goal celebration. From different angles it also shows the numbers 20 and 30, the brothers' shirt numbers, and includes the lyrics to Jota's song, which has been sung in the 20th minute of every match since his death in a car crash on 3 July 2025.
Rangers bolster minor-league depth by signing Cholowski, Gawdin
With Wednesday’s flurry of NHL moves behind them, the New York Rangers added some help for their the American Hockey […]
Elliot Page shows off insane abs in shirtless boxing photos and video
'The Odyssey' star Elliot Page says he's 'hooked' on boxing and shows off his ripped abs.
Madonna makes rare reveal of 1 major pop diva she was 'jealous' of
Madonna recently revealed why she was 'jealous' of Kylie Minogue, even though she wore a T-shirt bearing the 'Can't Get You Out of My Head' singer's name to the MTV Music Awards in 2000.
UToledo Business Camp Hosts Pitch Competition
Dr. Terribeth Gordon-Moore, senior associate dean at the Neff College of Business, discusses the RISE Into Business summer enrichment camp that culminated in teams of high school students pitching their T-shirt business ideas to a panel of judges.
Teen Entrepreneurs Develop, Pitch T-Shirt Businesses at Neff College of Business
The RISE Into Business summer enrichment camp brought teams of high school students to campus to explore marketing, finance, accounting and other core business skills.
Greenville sports fans discuss new NCAA eligibility rules for Division I athletes
The new model would eliminate redshirt years and waivers, making eligibility more concrete.
USF football and all sports will feel a big impact under new NCAA eligibility rule
Players in all sports will have five years to complete five seasons. Redshirts and medical extensions are going away.
Alo Yoga Primed for IPO After Sale of Its T-Shirt Business
The sale of Bella+Canvas, which has not closed yet, would give founders Danny Harris and Marco DeGeorge more flexibility and options for the Lululemon challenger.
Alo Yoga primed for public offering or sale after owner's sale of wholesale T-shirt business
In a deal that attracted little interest from Wall Street, the owner of popular yoga clothing maker Alo agreed to sell its wholesale T-shirt division Bella+Canvas last month.
Only Hunter Albright Until Penn State Football
Three straight redshirt freshman offensive linemen-this one is local!
Illusionists charm “America's Got Talent” judges — minus Simon Cowell — with dangerous act and Spice Girls T-shirt
Cowell tells one of the contestants that he looks like "that actor," by which he means Jonah Hill.
This is why a new East Cobb business is rushing to help homeless students
Big Frog Custom T-Shirts launched a "Room for Everyone" fundraiser in East Cobb to support homeless students.
Dial in for a day to support business founders, celebrate big Startup Sioux Falls win
Sioux Falls won a big startup competition -- and now it's time to celebrate, with a day for founders and fun coming up this month.
Newcastle agree £60million front-of-shirt sponsorship deal with KNOX: Why is it significant?
The South African sports drinks company have already committed to being the club's training ground and training-kit sleeve sponsor.
Lexington embroiderer sells T-shirts to support uptown businesses devastated in fire
A Lexington embroidery business owner is selling custom T-shirts to help the uptown businesses destroyed in last month’s fire. The message behind the shirt and more ways you can help:
Resellers asking high prices for Mamdani's affordable World Cup shirts
The NYC-themed jerseys have popped up on sites like Facebook Marketplace and eBay, where sellers are looking for as much as $999.
Yankees At Jays Game Thread
I really figured Canada would win this afternoon. Well, let’s win tonight. Schneider and Kirk (who says his thumb is getting better all the time) are back and in the lineup. Heineman (DFA) and Varsho (IL) are gone. My wife will be sad that Heineman won’t be around to be shirtless. Apparently Daulton got a […]
Nicole Kidman has perfect reaction to Taylor Swift and the Haim sisters' Knicks T-shirt shoutout
Nicole Kidman shares her reaction to Taylor Swift and the Haim sisters' 'Knickole Kidman' T-shirt at Game 4 of the NBA Finals: 'I just wanna have fun!'
A Hoopaholic’s Monday Fret
Saturday was the first of many to come when the warm joy of early spring morphs to unbearable humidity. Really humid. One didn’t need a Temperature Humidity Index to know. Air that inquires, like what am I doing wandering outside when my shirt feels like dank dishrag? The calendar said early June. The weather read […]
Joey D’Urso on the politics stitched into soccer shirts
Ahead of the World Cup, the author of “More Than a Shirt” explains how power, money and history shape what teams wear — from club sponsorships to national kits.
Man City consider legal action after Haaland claim
After a candidate in Real Madrid's presidential election unveils an Erling Haaland shirt on live TV, Manchester City dismiss the suggestion their striker will move to Spain.
Colombia's soccer jersey isn't just about sports. It's become a symbol of political division
BOGOTA, Colombia (AP) — Colombia’s national soccer jersey — a symbol of unity and pride as the team heads to the 2026 FIFA World Cup — has become embroiled in the country’s bitterly disputed presidential election, sparking debate over whether the yellow shirt should be used at political rallies.
📸 RC Lens unveil their new home shirt 🟡🔴
A major change!The breakout team of this 2025-2026 Ligue 1 season is treating fans this Monday morning!RC Lens has just unveiled its home kit for next season.A jersey designed by Adidas, not Puma! The...
Meet a Health Hero: Katelynn Devinney of Pockets of Hope
The 2025 Health Hero Challenge winner sews and donates drainage tube-friendly sweatshirts to women recovering from mastectomy surgery.
Shirtless man caught on camera stealing mail from business in Fort Myers shopping plaza
A shirtless man was caught on camera stealing mail from a business on US-41 at Ricardo Avenue. Fort Myers police are looking for the suspect
Sports stars celebrate Wiltshire Sheldon School hall of fame
Signed sports shirts and pictures are on display to "inspire" the next generation of students.
New York Rangers report cards: Grading trade candidates Trocheck, Schneider
Vincent Trocheck and Braden Schneider head into this offseason with one thing most definitely in common: their future with the […]
‘Like I Never Left’: Yankees Ace Gerrit Cole Delivers 6 Shutout Innings In Return From Tommy John
NEW YORK — Gerrit Cole walked into the Yankees clubhouse on Friday afternoon wearing a dark brown polo shirt with a matching Tom Ford belt and sharp white dress pants. This was a statement game, and even before suiting up in the Yankees pinstripes, Cole was dressed for the occasion. He was locked in, ready to dominate. The fit was part of the mentality.
Why Rangers could target Mavrik Bourque this offseason
This is an extremely important offseason for the New York Rangers. After missing the Stanley Cup Playoffs two seasons in […]
📸 Man City unveil new home kit 🌊
Oh, how cute!The day after Arsenal were crowned Premier League champions, Manchester City immediately symbolically turns its attention to next season.The club and Puma unveiled the new home shirt on W...
Mariners make everyone sad, lose to White Sox 2-1
A sad night at the ballpark despite the presence of hundreds of shirtless screaming fans
🚨 Six-time CL winner goes! Real announce legend's exit
He wore the shirt of Los Blancos for a lifetime – or rather, for 23 seasons. As a youth player, he helped lay the foundation stone for the Valdebebas training complex. Today, the paths of Dani Carva...
Game #46 GameThread: Jays @ Tigers
Game Three with the Tigers and then the Jays head off for four games in New York against the Yankees. And Adam Macko is up with the team. He told reporters that he rushed around to buy ‘collared shirts’ to wear on the team bus, saying that he only had hoodies. It seems that I’ve […]
'Tarps off' trend fires up Busch Stadium during Cardinals' winning streak: 'I'll sign up for that any day'
The Cardinals are 2-0 with the Stephen F. Austin club baseball team show goes shirtless in right field.
Lewandowski confirms future at Barcelona ⚠️
Polish striker Robert Lewandowski has officially confirmed his departure from FC Barcelona.After four seasons wearing the blaugrana shirt, the center-forward decided to bring his time at the Catalan c...
Can Rangers turn Pavel Dorofeyev dream into summer reality?
Let’s start with this: there’s almost zero chance the New York Rangers acquire Pavel Dorofeyev this offseason. The Vegas Golden
RFK Jr. Swaps Vaccine Rhetoric for Story Time as GOP Woos Voters
By Amanda Seitz | KFF Health News TOLEDO, Ohio — The little boy, dressed in a Toy Story sweatshirt, wrapped himself around the nation’s health secretary. “What do you guys want to be when you grow up?” Health and Human Services Secretary Robert F. Kennedy Jr. asked a carpet full of preschoolers. “A ...
World Cup debutants to wear collectable patches on shirts
All players who make their first tournament appearance at this summer's Fifa World Cup will wear a debut patch on their shirts.
Amazon Business now offers same-day grocery delivery
Company said it’s in response to one of customers’ top requests
How Perimenopause Became America's New Health Scare
If you’re a woman who speaks English, it sometimes feels like you can’t spend time on the internet without being bombarded with all the ways in which your body or your mind could be just a little broken. A few years ago, Instagram was full of women talking about attention deficit disorder, and lo and behold: From 2020 to 2022, the percentage of women (between the ages of 23 and 49) newly diagnosed with it nearly doubled. Not long ago, premenstrual syndrome was all the rage, with the algorithm pushing videos that explained why it’s okay to fly off the handle once a month. These days, the word perimenopause is everywhere. Perhaps you’ve seen the headlines. “Perimenopause is having a millennial moment. Here are 7 ways to cope,” says The Washington Post. Or perhaps you’ve seen Apple TV’s glossy drama Your Friends & Neighbors, which is back for its second season; the female protagonist Mel is explicitly perimenopausal, and in the first season, she keyed a car for no apparent reason. She’s played by Amanda Peet, who talks about being perimenopausal in real life (“God knows I’ve wanted to key a lot of cars in the last three years,” she’s said.) In fact, it sometimes feels like every celebrity interview with a forty- or fiftysomething woman requires her to open up about what’s going on with her hormones. Drew Barrymore joked on CBS Mornings that when she found out how long perimenopause can last, she thought she’d “never make it 10 years like this.” Katherine Heigl told Business Insider that “whoever designed it so that women would be going through perimenopause while raising teenagers should be sent a strongly worded letter.” At the same time, influencers who talk about perimenopause seem to have cropped up out of nowhere with something to sell you, causing people online to wonder where this all came from. It’s trickled down from Instagram to tchotchke shops, which sell fridge magnets that say “Perimenopause Is Hot.” You can buy a T-shirt that proclaims “Perimenopause Made Me Do It!” My mom, who is 48, started uncontrollably shaking her leg at night a few years ago. “It’s perimenopause,” she told me when I complained about how annoying it was. But what exactly is perimenopause—and why are we all talking about it all of a sudden?
K-Pop star's reps apologize after he wears shirt featuring racist slur on stage
G-Dragon, one third of the influential K-Pop group BigBang, wore a shirt featuring a Dutch racial slur while performing at in Macau over the weekend.
The best Warren Buffett merch we found at Berkshire's shopping event
Warren Buffett appeared on everything from t-shirts and tote bags to plush toys at a shopping event ahead of Berkshire Hathaway's annual meeting.
Punk Politics/Camp Costume is a fashion exhibition curated by (some of my) brilliant Parsons students!
I have the most amazing students. I teach Fashion Journalism at Parsons, as part of its MA Fashion Studies degree, though I have students of all different disciplines throughout the New School in my class — from fine-art photographers to investigative journalists to textile designers. And I learn about all sorts of fascinating things from them, like that designers are adding faux sweat stains to their garments now (part of a trend piece about “anatomy core”) and that real “French girl style” is actually about being “cunti cunta” (aka loud, rude, too much, liberated). So when I found out that some of my students were curating a fashion exhibition opening tonight(!!!), I just knew that it would be brilliant too. Wearable Art is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe It’s called Punk Politics/Camp Costuming1, and it’s up through May 10 at La Sudestada, the wonderful gallery and concept store in Greenpoint, Brooklyn. I asked the exhibit’s lead curator, Ella Birney (a talented costume and knitwear designer from Belfast who also happens to be in my class), all about it. This conversation has been edited for length and clarity. Tell me about the idea of this exhibition and how it came about. Ella Birney: For our Fashion Curation class, we had to pitch [exhibition] proposals to our professor, Jessica [Glasscock], and I really wanted to continue on the themes that I was exploring in my BA when I was studying in London a couple of years ago. My BA was very punk-inspired and very political. Everything I do, as you know from my writing, always has a slight Irish, political twist to it2. So in my BA project, it was looking at knitwear as a conveyor for exploring political identity in somewhere like Ireland, where identity is such a point of contention. And looking at the images that I generated from that project, there was something so camp about the whole thing. Like, it’s so playful and in bad taste to do a political message — like a knitted Union Jack — out of mohair. There’s something very camp about that. So that’s where it kind of became punk politics/camp costuming — looking at how from the 1970s to now there’s been protest through costume and clothing. What was your BA in? It was fashion textiles, knitwear. Very craft heavy, which — craft is never taken seriously either. That’s also a kind of spin [on the punk/camp thing]. The Union Jack knit that you made is included in the show — what is camp about knitting a Union Jack out of mohair? The whole ethos of camp is kind of bad taste, doing things that are tongue in cheek and a bit wink, wink, nudge, nudge. Like, this is a bit silly. Everything I do is like, this is a bit silly. Like, being from the North of Ireland, everything you do is political. So it’s like, everything is going to be looked at in a certain lens anyway, so we may as well lean into it. So the Union Jack was because I come from a mixed marriage — Protestant-Catholic. And in the North of Ireland, that’s still a big deal. And even though I’m a Catholic and brought up in a very like Catholic Nationalist family, there [were] Union Jacks [the symbol of the United Kingdom] on my street. So I was like, then I’m gonna make your Union Jack out of knitwear. And then that kind of all linked back to the punk movement that Vivian Westwood forefronted in the late 70s, [with her stores] Let It Rock and Seditionaries. How did you source your items? Once we decided on this exhibition idea, everyone in the class was put to [think about] what do you think can fit into punk politics/camp costuming and finding designers that fit that brief. Me and my co-curators, Dulcinea Flores and Allison Gramando, made a brief to send out — with a mood board and color stories, stuff like that — and then everyone kind of got to work emailing people. We reached out to other Parsons grads. Even through Instagram stories we’ve been able to reach so many people who were like, Yeah, of course, I’ll write something for this, or Please — let me submit stuff. It actually was quite easy sourcing things. … The Parsons thing gets you quite far. What were some great pieces you got? There’s a Brooklyn-based, nonbinary artist called Buzz Slutsky. I can’t even remember how I found them, but I came across this crazy, shoe thing — they had made all these different shoes out of papier-mâché, and the story behind them is so fantastic, so interesting. They were just so obliging, like, Of course, you can have these for a few weeks. I was really happy about that. And then we have art from a collective here called Art Comes First. And they lent loads of really amazing pieces that just tied everything together. You have your Union Jack knit in the show too. Any other pieces that you made? There’s three of my BA mohair knits. There’s the Union Jack. There’s a mohair with the word “No” — which is based on an old political campaign in Ireland that was “Ulster says no to sodomy.” And then there’s another one that is red, white and blue, like the Union Jack, but has the word “Catholic” on it and lots of holy medals. I’m so happy I got to include those. How many pieces are in the show? Between 49 and 52, something like that. A load of clothing and accessories, shoes. There’s a Brooklyn-based Irish photographer who’s given us photos. There’s also a shopping cart that is an art piece by Art Comes First that has gold knuckle dusters as the handles. There’s also lots of T-shirts, original pins from the 70s and 80s that were from people’s dads. I also brought my record player, and all of [co-curator] Allison’s dad’s original albums so everyone could play records. Oh my gosh! Yeah, it’s cool. Anything else you would like to add? If we get to do an exhibition, why would we not make it political in this day and age? I hope that people come. There’s a lot of history, because it starts back in the 70s. It’s not like chronological or anything, but there are historical objects. I hope people come out of it thinking, out of all the really horrendous decades of the 70s and 80s and 90s, all these amazing subcultures happened. There are horrible political times, but there’s art that comes out of it that lasts. Punk Politics/Camp Costume is on view May 1-10 at La Sudestada, 67 West St. Suite 513, Greenpoint, Brooklyn. RSVP for the opening Friday May 1 6pm-8pm here. There’s also a button-making and patch-making workshop and artist talk May 9. Follow the show’s Instagram page @punkxcamp.parsons. Special shout out to all the students who put on this show: Ella Birney (lead curator), Dulcinea Flores (curator), Allison Gramando (curator), Pierre Sanon (lead exhibition designer), Eliana Daneshvari (exhibition designer), Reilly Lowell (editor), Jess Gayo (researcher/writer), Joyce Gayo (researcher/writer), Maria Magdalena Ugarte Montero (researcher/writer), Cassidy Colarik (exhibition press officer), Shelby Shovein (educator), Sarah Mahnke-Baum (educator), Trinidy Coleman (graphic designer), and Leonie Soravia (project manager). Jessica Glasscock was the faculty advisor. 1 The website is definitely worth checking out. 2 This is true!
🚨 Official: Barça unveil special shirt for El Clasico!
Do you approve of the choice?In 10 days, FC Barcelona and Real Madrid will meet one last time this season for a Clasico that could definitively decide the fate of La Liga.As every year since Spotify b...
Business sells T-shirts to support family of fallen CPD Officer John Bartholomew
A business owner is turning grief into action, launching a fundraiser to support the family of a fallen Chicago police officer.
From pitch to torchbearer: How Playa Society built space for women's sports
Playa Society built what didn't exist. The clothing brand has leveraged the power of women's sports to tell stories one shirt at a time.
Image: Barcelona finalise next artist for El Clasico shirt
Barcelona are once again blending football with global music culture, and this time, the spotlight is on Olivia Rodrigo.According to Mundo Deportivo, the Catalan giants have already decided the featur...
Spurs dress crowd in brightly colored Fiesta-themed playoff shirts
Why Owen Heinecke's return is 'a great benefit,' according to OU coach Brent Venables, teammates
OU head coach Brent Venables and teammates shared their excitement to have redshirt senior linebacker Owen Heinecke returning following a Cleveland County judge’s decision to grant him an injunction for
Mystery clouds deaths, disappearances of scientists with UFO research ties: timeline
Karoline Leavitt says the Trump administration will likely investigate a string of mysterious deaths and disappearances of high-level scientists.
Kansas Transfer Jamari McDowell Commits to Wake Forest
The Deacs have their 3rd addition of the portal with Kansas Jayhawk guard Jamari McDowell. McDowell is a 6-5 redshirt sophomore who averaged 3.3 points and 1.1 assists in 17 minutes per game for the Jayhawks this season. After redshirting in the 2024-25 season due to injury, McDowell was the 6th man for Kansas this […]
Shirley Named Arthur Ashe Jr. Sports Scholars Finalist - NC State University Athletics
Wolfpack defensive tackle Isaiah Shirley has been named one of the 10 male finalists for the 2026 Arthur Ashe Jr. Sports Scholar Award. The redshirt junior w...
Quarterback John Mateer, OU offense experiencing 'super productive' offseason
The OU offense has had sharp development throughout the offseason, according to redshirt junior quarterback John Mateer, between his individual throwing mechanics, the team’s communication and rushing improvement.
Mercer Health Announces 2026 Sports Physicals for Student Athletes
Mercer Health is now scheduling 2026 sports physicals for area student athletes, offering families convenient access to required pre‑participation exams ahead of the upcoming school year. As part of this year’s program, students who complete their sports physical at a Mercer Health Medical Group location will receive a complimentary t‑shirt, while supplies last. Sports physicals […]
Mercer Health Announces 2026 Sports Physicals for Student Athletes
Mercer Health is now scheduling 2026 sports physicals for area student athletes, offering families convenient access to required pre‑participation exams ahead of the upcoming school year. As part of this year’s program, students who complete their sports physical at a Mercer Health Medical Group location will receive a complimentary t‑shirt, while supplies last. Sports physicals […]
Alabama redshirt freshman QB turns heads with spring game performance
Keelon Russell was a five-star recruit in the 2025 class, and he could be in line to take over under center this fall after an electric spring game.
Local brothers use T-shirt business to give back to charity
Two local brothers are turning creativity into something much bigger than a business—they’re using it to give back to their community and bring people together.
“AI polls” are fake polls
A few weeks after Donald Trump’s second presidential win, I took the train up from London (where I was living at the time) to Oxford to attend a conference on polls and forecasts of the 2024 election. Most of the attendees were pollsters or academics, but I also watched presentations from Aaru and Electric Twin, two companies that do what is interchangeably called synthetic sampling, silicon sampling, or synthetic audiences. Stripped of startup jargon, that means they use large language models (LLMs) to simulate responses to public opinion polls by having AI agents take on the role of survey respondents. I had already heard of Aaru thanks to some articles with eye-catching headlines like “No people, no problem: AI chatbots predict elections better than humans” in the months leading up to Election Day. The founders were making some big, some might even say far-fetched claims, such as: “within two years, we will simulate the entire globe — from the way crops are grown in Ukraine to how that impacts production of oil in Iraq, trade through the strait of Malacca, and elections for the mayor of Baltimore.” When Semafor asked Aaru’s cofounders — Cameron Fink and Ned Koh — about my boss, they said “we respect all those who came before us.” Nate (as he so often does) shared his thoughts on Twitter: Fink and Koh were relatively good-natured about this back-and-forth when we spoke at Oxford. They even offered to mail me one of the t-shirts featuring Nate’s quote they apparently had made. I never took them up on the offer, which I now somewhat regret. These synthetic sampling companies fell off my radar for a while, but they do still exist. In fact, Aaru recently received a $1 billion valuation. Is what they’re doing anywhere close to the most important frontier in AI development? Not by a longshot, especially when Anthropic just developed a model so adept at exploiting software vulnerabilities that it’s only being released to 40 companies. Still, silicon sampling is increasingly finding its way into public polling. Axios reported in March that “a majority of people trust their own doctors and nurses” based on findings from Aaru — without mentioning that the “people” in that sentence were actually LLMs. Around the same time, the Public Sentiment Institute “boosted” their online sample of 373 real survey respondents with 114 AI agents.1 (Spoiler alert: even the co-founder of Electric Twin doesn’t think that’s a particularly defensible approach.) Polling companies like Qualtrics and Ipsos are also developing synthetic data panels. So, what should we make of these … “polls”? Let’s get one thing out of the way: whatever they are, they’re not polls in the way that term is usually defined. Subscribe You can’t replace polls with AI On one hand, using LLMs to essentially make up fake survey respondents sort of sounds like the dumbest idea ever, one that will at best imperfectly replicate real polls while introducing all sorts of biases. On the other hand, with LLMs improving at a remarkable, perhaps even alarming rate, maybe that means I’m a dinosaur at the ripe old age of 24 because I still want to rely on polls that talk to actual people. I’m not going to argue that synthetic samples are completely useless. In fact, as I’ll return to later, there is evidence that some techniques can replicate topline survey results quickly and cheaply. But the marketing from certain companies can be slightly optimistic. “No traditional poll will exist by the time the next general election occurs,” said Fink in 2024. We’re just 206 days away from the midterms, and based on the fact that I still have to collect a bunch of polls every day, I’d say he should have run that prediction by a sample of AI agents before the interview.2 To see why synthetic samples can’t replace polls, here’s a quick primer on how they work. The simplest version of these models involves taking a LLM (like ChatGPT or Claude), giving it a demographic profile (e.g., a white, college-educated woman who lives in Utah and makes $70k a year), and then asking it to respond to a survey question. You repeat that process a few thousand times using different demographic profiles and end up with a sample of synthetic survey responses. The actual models used by private companies are more sophisticated than this, usually because they incorporate more hypothesized demographic characteristics for each agent and provide them with extra information. Aaru, for example, feeds agents a diet of news and information they’d be likely to consume, while Electric Twin incorporates their customers’ proprietary data about the audience they’re trying to replicate. The way Ben Warner, the co-founder of Electric Twin, explained it to me was “we have a large amount of data on […] for instance, 5,000 people. Can we make an accurate prediction of how they would respond to another question?” Still, it should be obvious why synthetic samples can’t replace polls. Polling is fundamentally a data collection process. We might use surveys to make predictions by feeding them into election forecasts, but the main purpose of a poll isn’t prediction, it’s gathering new data about what people think and how they feel. Silicon sampling, on the other hand, produces no new data. It’s simply a model: you input LLM training data, demographic prompts, and a bunch of other information, and it spits out a prediction for what a poll would say. We love models here, but models aren’t polls. That difference is an important philosophical sticking point for most pollsters I talk to. “I think politics should stay away from [synthetic sampling], because we’re trying to […] represent the voice of the people,” said Natalie Jackson, a vice president at GQR Insights. Democratic pollster John Hagner told me: “I think I’m just incredibly skeptical of this idea. I don’t think it’s research. At that point, you’re asking the machine to tell you what you already believe.” Hagner has seen some presentations of early synthetic sampling experiments, but so far, “if it’s being used in a campaign, people are keeping it incredibly quiet.”3 But Eli, I hear you saying, aren’t polls themselves increasingly governed by modeling decisions? Indeed they are: pollsters’ choices on which sampling method to use, how to define their likely voter models, and how to weight their samples can and do lead to dramatic differences in the results they publish. Aaru even referenced these limitations in the methodology statement included with that maternal mortality “poll” — although I’m using the term “methodology statement” loosely here, because it doesn’t really explain how the model works at all. We can ignore the (frankly preposterous) implication that synthetic sampling isn’t subject to a separate set of biases. The important point is that there’s still a meaningful difference between using weighting and other statistical techniques on actual polling data and using a model to predict what a poll would say. The latter is far closer to election forecasts or techniques like MRP — potentially useful models, but not a replacement for polls.4 To be fair, other synthetic sampling companies are perfectly happy with the distinction between polls and models. Warner compared polling and synthetic sampling to different tools in a toolbox. “The mistake I think we make is we think that these new tools should either work in exactly the same way or somehow replace these old tools,” he said. “Rather than thinking of it as, okay, so we’ve always had the hammer, we’ve always had the screwdriver, now we’ve got a saw. But don’t use a saw to try [to] do the job of a hammer.” A quick comment from Nate Eli didn’t ask me for a comment — rather rude of him, don’t you think? But since I’m editing this story, I figured I’d add a few quick thoughts rather than putting words in his mouth. Beyond the frequently misleading marketing, what bothers me about the AI “poll” hype is that as AI tools make statistical inference cheaper and/or better (note that these are not synonyms) that actually increases the comparative value of collecting original data. You might be able to train a model to make a reasonable estimate of what some hard-to-reach poll respondent would say — say, a young Black man who voted for Trump. (Such a person checks a number of boxes for a voter who is usually hard to reach in surveys.) Indeed, this is closely related to what models like the Silver Bulletin forecast already do. They essentially smooth out the kinks in noisy survey data by making inferences based on past voting patterns or national polls or surveys of other states. But you don’t actually know what these voters think unless you’re reaching them directly. If there’s a shift in opinion among this subgroup, you’re not going to detect it. So if I were running a campaign, I’d invest more in going the extra mile to find a representative sample of those voters. And then I’d hire some smart quants — or Claude? — to figure out the implications for campaign strategy based on proprietary data that my competitors didn’t have access to. -Nate Silver Are these models any good? If synthetic surveys are just a new type of model, the next obvious question is whether the models are at least accurate. The answer very much depends on who you ask. On one end of the spectrum, you have the maximalist argument that synthetic sampling is more accurate than actual polls. “It’s an incredibly challenging problem to go to someone and say ‘hey, we’re going to be more accurate at predicting human behavior than you, even when you talk to your customers directly’,” Koh recently told CNBC. In his view, synthetic sampling isn’t a saw to polling’s hammer, it’s “magic.” There’s certainly evidence that synthetic samples can replicate certain survey toplines. But if Aaru does have any examples of their approach outperforming the polls, they’re keeping those to themselves.5 Aaru’s 2024 election model, for example, had Kamala Harris leading in Michigan, Nevada, Pennsylvania, and Wisconsin on November 4th. And although they’ve since taken down their forecast page, they gave Harris a 50.5 percent chance of winning the race on November 2nd.6 After the election, Fink told Semafor he was happy enough with those results because they were “within margin of error,” a term that is completely meaningless when applied to a “sample” of AI agents. And of course, Aaru says their models have improved since 2024, so supposedly now they’d be more accurate than the polls? Still, their stronger argument is on cost: “We are significantly faster and cheaper than traditional polling, and still more accurate,” said Fink. The first two claims are undeniably true, but the third brings us to the opposite end of the spectrum. Both Jackson and Hagner are skeptical that these models are reliable for anything beyond replicating common survey toplines. “I just […] don’t think the machines are what we want when we’re looking for nuanced views. My example on this is people in Arizona and Nevada in 2024 who voted for Trump and voted for expanding abortion in their states on ballot initiatives,” said Jackson. Hagner identified another issue. Maybe the synthetic respondents, like sycophantic LLMs, are inhuman in one important way: they’re too nice. “The reports that have come through at the meetings that I’ve been at are that the early experiments on this, they cannot get respondents to be as racist or sexist or, frankly, as negative as human respondents,” he said. Academic research mostly agrees on this point. While there are some papers that show promising results when using LLMs to replicate polling data, most show that LLMs suffer from various quirks like producing too few “don’t know” responses and can seriously overpredict the favorability of politicians like Donald Trump and Kamala Harris. They also seem to struggle with too little variation between demographic subgroups, so the difference in predicted opinion between Democrats and Republicans, for example, is too small. When I asked Warner about these studies, his response to these papers was that just because academics can’t get synthetic sampling to work doesn’t mean that the technique doesn’t work in general. “Actually, the argument is, okay, yours does not [work]. That does not mean […] for this complex set of machinery, which uses a lot of investment, a lot of time, a lot of money, you can’t get it to work.” Cards on the table, I’m somewhat sympathetic to this argument because academics aren’t exactly great at making election forecasts. Usually, the people with skin in the game are the most accurate. Warner’s argument is that the approach Electric Twin takes — which includes, for example, making multiple predictions for each synthetic respondent using different models and prompts and subsequently averaging those to get a final prediction in a sort of ensemble forecast — produces better results than the simpler academic models. Warner shared a comparison between his method and the method from a recent academic paper with me, and Electric Twin was indeed able to get more accurate replication. But even still, he acknowledged that synthetic sampling “is not a crystal ball.” “If you asked me, do I think using other data sources will be more accurate than asking somebody who they will vote for, I would probably say no. But if you asked me ‘would your system be useful for our turnout modeling today?’ I would say yes.” For better or worse, it looks like the method is already getting more popular in the market research world. Most of the clients Aaru touts these days are businesses like EY and McDonald’s. And AI will probably begin to pop up in other parts of the political polling process. Pollsters are already using it to code open-ended survey responses, and some firms, like YouGov, are testing using LLMs to ask survey respondents questions. More worryingly, one danger to actual polls is that AI agents can be used to infiltrate online surveys. Most online polls use various checks to prevent that from happening, but there’s conflicting evidence on how effective those filters are and how prevalent AI agents currently are in online panels. If those agents ever become impossible to detect, it might spell the end of online polling, but the solution isn’t to replace all of your respondents with ChatGPT. Silver Bulletin is a reader-supported publication. To receive new posts and support our work, consider becoming a subscriber. Subscribe 1 That particular poll obviously doesn’t meet Silver Bulletin standards for aggregation. But we exclude all Public Sentiment Institute polls from our averages because we classify them as an amateur polling firm. 2 You could argue that Fink meant the next presidential election, but (a) I’m also confident we’ll still have real polls in 2028 and (b) in that case he should have asked an LLM to define “general election.” 3 Quick caveat: that’s reporting from a Democratic pollster. It’s possible that Republicans are more willing to use AI in political campaigns. 4 Indeed, Silver Bulletin does not include “polls” produced by MRP in our forecasts or averages, and we think it’s extremely misleading when their practitioners describe them in a way that suggests original data had been collected among a large number of states or Congressional districts. 5 A recent report from Aaru and EY did show two examples of a synthetic estimate being closer than a survey to a real-world benchmark — but I’d take those findings with a grain of salt because the report reads more like an ad and didn’t involve any sort of prediction being made ahead of time. 6 For comparison, our odds for Harris on the same day were 48.2 percent.
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Album Review: 6WA by BigXthaPlug & 600 Entertainment
BigXthaPlug spent eight months in Nashville making a country-rap album that debuted at No. 7 on the Billboard 200, put “All the Way” with Bailey Zimmerman at No. 4 on the Hot 100, got him a Rolling Stone cover, and filled arenas with Jelly Roll. And then he came back to Dallas, rounded up four of his signees, and made a gangsta-rap record with N.W.A’s Straight Outta Compton on the cover. 6WA is the second group release from 600 Entertainment, named after the 600 block of Meadowridge Street in Ferris, Texas, where BigX and his people grew up. The whole thing is loaded with West Coast samples. From N.W.A.’s “8Ball,” Eazy-E’s “Real Muthaphuckkin G’s” and “Boyz-N-The-Hood,” Ice-T’s “6 in the Mornin’,” Snoop Dogg’s “Nuthin’ but a ‘G’ Thang” and more. BigX is staking his name on the lineup he built—Rosama, MurdaGang PB, Yung Hood, KevanGotBandz, KaineMusic—and claiming a lineage from 1,400 miles away while insisting Dallas is its own thing. A million dollars in cash, split and handed straight to his mother. That’s the first place BigX goes on “From the Bottom.” He’d probably still be in the streets if he didn’t have his son and daughter. He only started rapping to make life better for Carter. Couldn’t start his car back then, now people get starstruck at Starbucks, and he throws the whole field away in one sentence: “How you think we competin’? You on the same bag, I just made me some millions off country.” Goyard bags off a Nashville payday, and he wants you to know exactly how far he’s come from everybody else. “Safe to Say” does something similar but looser. It’s a straight Ice Cube “It Was a Good Day” flip, and BigX nails it. Wakes up, checks both phones, nobody’s locked up, kid accounts look good. Gets pulled over, only catches a warning. Pulls up on the squad to liquor, ladies, and haze. Rosama takes the second verse and matches him. Wakes up to his girl cleaning his cuticles, twins playing peekaboo, pays off his car, calls a cousin, sees the opps and they don’t trip. Lawyer calls, he beat his case. Rosama is the strongest voice in the 600 camp after BigX, and “Life of a Gangster” is why. Third person, riding low, blacked-out windows, snub-nose revolver. A character who chose sticking people up over selling dope. “Quick eraser like a number-two pencil.” He never breaks character, and his delivery drops lower and slower than anything he does on the group cuts, like he’s telling you something at a cookout that he probably shouldn’t. Then on “Long Live Fre$h” he’s a completely different rapper. “Short-bus diamonds, these bitches retarded,” wide-body Durango he can’t even park. That kind of range matters on a group record. MurdaGang PB’s best verse is on the title track. Feds at his door at 6 AM, cameras busted, flushing dope, ram truck putting everybody on the floor. Yung Hood on “The Hottest” just lays out four reasons to keep hustling. Who wants to be broke, women cost money, you need bail, and home has to be straight. It’s funnier and more honest than most rappers get when they’re trying to explain why they sell drugs. KevanGotBandz on “Ain’t Never Slowin’ Down” talks about his father getting caught on the dope while he’s sitting on $300K somewhere in the hills, which is a specific kind of guilt that doesn’t usually make it onto crew tapes. KaineMusic, the newest signee, takes the back half of “Who Dunnit” and introduces herself in third person—“Took flight just to show these hoes how to perform”—but it’s too short to know if she can hold a full song. The flex tracks fill the middle of the LP and mostly run together. “I Go” is Rosama and PB trading brands, guns, and food punchlines. Rosama’s “anemic, my iron tucked low in this shirt” is a slick gun bar, PB fires back with “.223 with a clip ‘bout as big as a toddler” and “I go Burger King, stay with that whopper.” Quick, funny sometimes, but it’s all shopping lists. “Dopeman” is a chant. “6ixer Party” brings Snoop Dogg, who does exactly what you’d expect Snoop Dogg to do. BigX contributes the night’s wildest overshare: “She say she brought a friend too, well, I’m tryna put sausage on her dental.” These songs move fast and don’t overstay, but three or four of them could trade verses and nobody would catch it. Midway through, The D.O.C. shows up for a spoken-word interlude. Tracy Curry. West Dallas native, former N.W.A affiliate, co-writer on a lot of the records getting sampled on this very album. He thanks BigX for the tribute and then gets direct: “This your time, this DFW time. You need to do it like we do it down here.” Leave bread crumbs so everybody behind you can eat. Keep God in your life. It’s fatherly and generous, and it does raise the question of whether 6WA follows that advice. The album borrows heavy. The cover art, the Eazy-E samples, “Amerikkka’s Most Wanted” opening with a direct “Boyz-N-The-Hood” lift, Yung Hood rapping “Flag on my left side, Crip until I die.” But the stuff that actually stays with you is Dallas. BigX talking about Pleasant Grove, Rosama calling himself a country boy, PB recounting a raid that could’ve been last Tuesday. The record smells most like itself when it smells like Ferris, Texas, and least like Compton. BigX on “The Hottest” says his father was the first person he knew who had chickens. Not the way rappers usually wave at the drug trade. He means his actual father, his actual family. On “600 Degrees,” Rosama compares his chopper’s stutter to a speech disorder, PB claims he still has the block on his back even after leaving the city. BigX closes that one saying he used to spin and smack, and now the plaques are platinum. Thirty-two minutes was right for this. Nobody overstays, Tony Coles and Rance and Charley Cooks keep the production punchy, and BigX gives his signees real room instead of crowding every song. 6WA doesn’t reinvent anything. Five rappers, good beats, short clock. Most of what they say you’ve heard before. Some of it—the million to his mother, the cuticles and peekaboo, the four reasons to hustle—you won’t forget. Solid (★★★½☆) Favorite Track(s): “Safe to Say,” “From the Bottom,” “The Hottest” Subscribe
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