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Morgan Wallen’s Tuscaloosa show is this weekend: Secure last-minute ticket deals before they sell out
Country music star Morgan Wallen will be in Tuscaloosa, Alabama this weekend for the next stop on his Still The Problem North American tour. Concertgoers still looking for tickets can find limited seats available.
R.I. Health and Human Services Secretary Richard Charest to retire
A plan for interim leadership will be announced before Charest’s retirement on July 3, Governor Dan McKee’s office said.
Health Care Roundup: Market Talk
Find insight on GSK, Sigma Healthcare and more in the latest Market Talks covering the Health Care sector.
Walmsley secures 'last-minute' drive for 2026 season
Racing driver Lydia Walmsley says it is a "miracle" that she will be on the grid this year after an 11th hour deal with a new team.
State Policy Trends in Cybersecurity and Public Health Preparedness
Learn how states are including cybersecurity in their emergency preparedness work in this Health Policy Update.
Bill Foley downplays Lorient-Bournemouth multi-club fears
Multi-club ownership is very much in fashion, especially in Ligue 1. It isn’t a phenomenon without resistance, however. A section of RC Strasbourg Alsace’s fanbase are veciferous in their oppositi...
Hawaiʻi businesses reminded to file their second quarter annual business reports
The annual report filing period is related to the business entity’s registration date and can be filed at any time during the quarter in which the filing is due; second quarter reports must be filed by midnight June 30.
School's in Session, Part 2
Mark resumes his history lesson on how Secrets of Strixhaven came to be.
Preparing for Cyber Warfare Risks: Why Every Business Must Strengthen Cloud Security
Cyber warfare risks continue to rise as geological tensions escalate. Learn how to strengthen your cloud security, and mitigate any cyber warfare risks.
Speedrunner Breaks Mario 64 Record Despite Feeling 'Cooked'
Suigi shaves seconds off his own record, but reckons it could still be minutes shorter
7 ways AI is advancing healthcare and wellbeing around the world
AI-powered tools are being used to bring greater efficiency and security to healthcare around the world and increase access to medicines and care.
New Rules May Allow Broader Picks for CDC Vaccine Panel
By HealthDay Staff HealthDay ReporterMONDAY, April 13, 2026 (HealthDay News) — The Advisory Committee on Immunization Practices (ACIP) could soon have a new focus after officials changed the rules that determine who can serve on it. The updated rules were approved by Health Secretary Robert F.
CAA Softball Weekly Awards
RICHMOND, Va. – Campbell’s Charlie Montgomery and Katelyn Hubley secured CAA Player and Pitcher of the Week honors, respectively, while Drexel’s Courtney Kols notched Rookie of the Week recognition on Monday.
Hawaiʻi businesses reminded to file their second quarter annual business reports
The annual report filing period is related to the business entity’s registration date and can be filed at any time during the quarter in which the filing is due; second quarter reports must be filed by midnight June 30.
Kustom Entertainment, Inc. Reports Significant Financial Improvements for Fiscal Year 2025 and Files Annual Report on Form 10-K
Company Highlights $11.9 Million Improvement in Net Loss, Strategic Divestiture of Non-Core Assets, and Forbes Recognition for TicketSmarter OVERLAND PARK, KS, April 13, 2026 (GLOBE NEWSWIRE) -- Kustom Entertainment, Inc. (NASDAQ: KUST) (“Kustom” or the “Company”), a leader in live entertainment and digital ticketing, today announced its financial results for the fiscal year ended December 31, 2025. The Company also confirmed the filing of its Annual Report on Form 10-K with the U.S. Securities
OPEC lowers second-quarter global oil demand forecast on Iran war
OPEC on Monday lowered its forecast for world oil demand in the second quarter, citing the impact of the ongoing war in the Middle East, a copy of its monthly oil report seen by Reuters showed.
Sports Daily: Rory goes back-to-back; Royals offensive struggles continue
We recap a dramatic Master’s Tournament in which Rory McIlroy won his second straight green jacket.
The Ultimate Secrets of Strixhaven Limited Set Review
Ready for a second semester at Strixhaven? We'll give you a crash course on everything you can expect from this Limited format.
One UI 9 leak suggests Samsung is listening to our software complaints
Leaked One UI 9 changes point to smarter photo edits, a simpler 'About phone' section, and fluid animations.
Beware! This "Windows 11 24H2" update download can quietly steal your sensitive data
This Windows 11 24H2 update download could quietly compromise your system and steal sensitive personal data, putting your system's privacy and security at serious risk.
STUDY: Tennessee has second-highest failure rate for businesses in their first year
It’s not easy to keep a business going in Tennessee, according to a new study from LendingTree.
US intel officials scramble to keep surveillance law running amid Iran war tensions
With just days until a powerful surveillance law lapses, US national security officials are scrambling to prepare for potential blind spots in intelligence collection amid the US’ delicate ceasefire with Iran, current and former officials told CNN.
Cyberattacks, Tariffs, Geopolitics Loom Over Business Executives
Geopolitical uncertainty, rapid policy shifts, and mounting security risks are ratcheting up the threats facing US companies.
Patriots host second quarterback prospect on pre-draft visit
The Patriots are taking an up-close look at Texas A&M QB Behren Morton.
Key Test Looms for South Africa’s Coalition, New DA Leader Warns
The new leader of South Africa’s second-biggest political party expects the stability of the nation’s coalition government to be put to the test when its larger rival holds internal elections next year.
Jokic stars as Nuggets secure third seed in final game
Nikola Jokic scores 23 points in the first half as the Denver Nuggets beat the San Antonio Spurs 128-118 to claim third seed in the Western Conference.
Bayern planning second summer signing
After joining Bayern Munich on loan from Gambinos Stars Africa in January, Bara Sapoko Ndiaye finally made his debut for the German champions in their 5-0 win over FC St. Pauli on Saturday, coming off...
🗞️Today's headlines: No giving up, and a flying Lamine
The week begins revving up ahead of the Champions League quarter-final second legs.It is the week of truth for Madrid, Barça and Atleti in the Champions League, and the sports press wakes up with ral...
Commanders showing interest in All-SEC cornerback
Texas Longhorns cornerbacks could be a steal for the Commanders on Day 3 of the NFL draft.
Surfshark Just Dropped a Next-Gen VPN Protocol That Could Be Faster and More Secure Than Other VPN Connections
The new Dausos connection protocol has been independently audited and includes a few key innovations not found in other VPNs.
What to watch for in WPIAL sports for April 13, 2026: West A, Pine-Richland square off in section battle
It’s the midway point of the WPIAL baseball and softball seasons with three weeks of section play in the books and three weeks remaining.
Nukes and Nassau Hall: Inside Princeton’s Science and Global Security Program
Co-directors of Princeton's Science and Global Security Program Zia Mian and Alexander Glaser are working to understand nuclear arms control, nonproliferation, and policies around disarmament alongside a team of researchers and visiting scholars.
Stop wasting time on hair myths: 5 science-backed secrets that can actually grow your hair
If you’ve ever gone down the rabbit hole of “hair growth hacks,” you already know how confusing it gets. Oil this, don’t oil that. Cut your hair, don’t cut your hair. Everyone seems to have an opinion - and half of it contradicts the other half.So let’s simplify things.Here are 5 science-backed habits that actually support better, healthier hair growth. No overnight miracles - just real, practical changes that make a difference over time.
Together for health and standing with science for our planet and its people
Himalayan spikenard (Nardostachys jatamansi) © Morten Ross / iNaturalist Statement by CITES Secretary-General Ivonne Higuero on the occasion of World Health Day 2026CITES is a multilateral
Together for health and standing with science for our planet and its people
Himalayan spikenard (Nardostachys jatamansi) © Morten Ross / iNaturalist Statement by CITES Secretary-General Ivonne Higuero on the occasion of World Health Day 2026CITES is a multilateral
AVAC: Abrupt shutdown of US global health supply chain raises risks for HIV, TB and malaria programs
Two hundred and fifty civil society organizations signed on to a letter to the US Secretary of State calling for immediate reversal of this decision.
Masters 2026: Rory McIlroy holds on to win his second straight Masters
McIlroy had a six-stroke lead after two rounds, but entered the final round in a tie for first place. On Sunday, he pulled away on the back nine for his second green jacket.
Rosenior: Chelsea ‘nowhere near’ expectations against Man City
Liam Rosenior was highly critical of Chelsea’s second-half performance after they fell to a 3-0 defeat to Manchester City on Sunday. The Blues started brightly at Stamford Bridge and even thought t...
STUDY: Tennessee has second-highest failure rate for businesses in their first year
It’s not easy to keep a business going in Tennessee, according to a new study from LendingTree.
State reminds businesses to file second quarter business reports
The annual report filing period is related to the business entity’s registration date and can be filed at any time during the quarter in which the filing is due; second quarter reports must be filed by midnight June 30.
Mauricio Dubon back in center for Braves-Guardians finale
With Michael Harris Jr. on the paternity list and Eli White day-to-day with plantar fasciitis, Mauricio Dubon will make his second straight start in center field for Sunday night’s finale of the Braves-Guardians series in Atlanta. Dubon will hit eighth in the lineup followed by Jorge Mateo, who will make his second straight start at […]
Podcast provides in-depth coverage of area food, restaurant scene - Talk Business & Politics
John Engleman, a former sports anchor and director with over a decade of media relations experience, started a podcast to keep tabs on the ever-evolving food and restaurant sector in...
I chased pro bowling while working fast food. It paid off.
Kyle Troup went from working at Wendy's to earning nearly $500,000 in a record-breaking bowling season and building financial security.
Chelsea 0-3 Man City: What Rosenior said
If you go down against teams as good as this, what you have to do for the next five minutes is to stay in the game. It ended up being a really, really difficult second half." On building resilience in the team: "I am accountable.
Ryan Day reveals Ohio State's extreme recruiting standards
During a recent podcast experience, Ryan Day raised eyebrows when he said the Buckeyes are only looking for future first and second-round draft picks.
Dons boss Robinson will not relax until safety is secured
Stephen Robinson does not want Aberdeen to relax during their two-week break after they recorded a much-needed 2-0 win over Hibernian to boost their William Hill Premiership survival hopes. Kevin Nisbet netted from the penalty spot after Grant Hanley was sent off for hauling down Toyosi Olusanya and the Scotland striker added a second with 15 minutes to go to end a nine-match winless league run. The Dons are five points above Kilmarnock, who sit in the relegation play-off spot with five games to play, and the two teams clash at Pittodrie in the next round of Premiership fixtures which does not take place until April 25.
What is the Secretary of State responsible for?
Before you vote, we want to explain what exactly the Secretary of State oversees.
Inside the $350 million missile silo that could become a data center
Tech firms are turning missile silos and abandoned mines into secure data centers as Americans flock to survival camps amid rising fears of world war.
Virginia Mercury wins multiple Virginia Press Association awards
The Virginia Press Association recognized the outstanding work of dozens of news publications across the state on April 11 in Lynchburg, with The Virginia Mercury receiving first and second place awards across multiple categories for reporting and column writing in 2025. • Health and housing reporter Charlotte Rene Woods and editor-in-chief Samantha Willis earned the […]
Prosecutors seek reforms to California’s ‘broken’ mental health diversion program
District attorneys throughout the state are pushing for legislative changes that would tighten up requirements under which a judge can grant diversion.
Metropolitan champion Hurricanes beat Mammoth 4-1 for 6th win in 7 games
The win puts Carolina within one point of securing the top seed in the Eastern Conference.
How to Build a Balanced Plate in 30 Seconds
Building a balanced plate can feel like one more impossible task. But it doesn’t have to be complicated. Here's how to do it.
Red Sox eager to build momentum in finale vs. Cards
Brayan Bello will take the mound on Sunday afternoon against the St. Louis Cardinals as the Boston Red Sox try to win their second consecutive series and first one on the road this season.
Fractured politics, security fears shape Peru’s presidential election
Despite cycling through 8 presidents in 10 years, Peru remains Andean economic outlier | Anadolu
Key South African Coalition Member Gets New Leader as Vote Looms
The second-biggest political party in South Africa’s ruling coalition appointed a new leader as it gears up to contest municipal elections that look set to reshape the country’s political landscape.
The most important Democratic health care debate is raging again
Single payer is getting a second wind.
18 Secret iPhone Features in iOS 26 You Probably Didn't Know Existed
Ready to explore everything that iOS 26 has to offer? We'll be your tour guide.
Bengals’ mid-round targets hinted with latest NFL draft visit
Another Bengals visit hints at what the team might want to do in the second round and beyond.
Tencent Music Entertainment Group (NYSE:TME) Valuation Check As Options Volatility Climbs And Analyst Caution Grows
Recent trading in Tencent Music Entertainment Group (NYSE:TME) options has shown unusually high implied volatility. This points to expectations of sharp share price swings, while analyst sentiment on the stock and sector remains cautious. See our latest analysis for Tencent Music Entertainment Group. The latest share price of $9.36 sits against a 30 day share price return of 34.04% and a year to date share price return of 47.59%, while the 1 year total shareholder return of 21.48% contrasts...
Sutton's predictions: Sunderland v Tottenham
What's Roberto de Zerbi going to do with Tottenham and how will he set them up? The whole situation is just odd, with De Zerbi securing a five-year contract despite only hanging around for more than two years at one of his previous eight clubs. Sunderland's form at the Stadium of Light has dipped a bit since they lost their unbeaten home record against Liverpool in February, but the Black Cats will be buoyant after beating Newcastle last time out.
Health Secretary Wes Streeting to face questions on Sunday with Laura Kuenssberg
This week, Victoria Derbyshire is stepping in for Laura Kuenssberg. Tory MP James Cartlidge and Liberal Democrats leader Ed Davey will also be on the show.
Michigan’s strong third inning helps secure win over MSU
EAST LANSING, Mich. (WLNS) – Michigan State’s late comeback fell short against rival Michigan, as the Wolverines came away with the 6-4 win. The win on Saturday was the Wolverines’ fifth straight. Nick Williams hit an RBI single to right field in the second inning, allowing Ryan McKay to score and give MSU an early 1-0 […]
Illinois football hosts Mom’s Weekend practice
CHAMPAIGN, Ill. (WCIA) — Illini football took a break from the traditional spring practice for one that featured a special twist. Amidst mom’s weekend on the U of I campus, players’ moms took to the practice field with their sons for a second straight season. These football families are grateful for the quality time together […]
Iowa women's basketball lands All-SEC transfer portal guard
Iowa women's basketball picked up its first impact player out of the transfer portal, landing first-team All-SEC guard Dani Carnegie.
Arsenal Ratings vs. Bournemouth: Gabriel Martinelli, Kai Havertz Drop Stinkers
Arsenal was second best all over the pitch on a dismal afternoon, who missed out on the opportunity to open up a 12 point gap over rivals Manchester City.
🚨 Atlético Nacional line-up confirmed
Atlético Nacional plays its second match of the week and arrives at the Atanasio Girardot as the away side for the Clásico Paisa. El Verdolaga will defend the outright lead against DIM on Matchday 1...
Life on Mars? Tiny cells just survived shock waves and toxic soil
Mars may be hostile, but it might not be entirely unlivable. In lab experiments, yeast cells survived simulated Martian shock waves and toxic perchlorate salts—two major environmental threats on the Red Planet. Their secret weapon was forming protective molecular clusters that shield critical cellular functions under stress. Without these defenses, survival plummeted, pointing to a potential universal strategy life could use beyond Earth.
2026 Masters final round tee times, how to watch: Can Rory McIlroy win a second straight green jacket at Augusta National?
RFK Jr. Once Touted Raw Milk. Now He’s Stopped Talking About It.
The health secretary has instead promoted whole milk, a politically safer choice, as he seeks to avoid “weird stuff.”
South Carolina sweeps Mizzou in battle of SEC bottom dwellers
The Tigers put up a two-out ninth inning rally, but they fell short in their 6-4 loss to the Gamecocks on Saturday.
High school sports results for Saturday, April 11, 2026
SATURDAY’S RESULTS Baseball NON-SECTION Albert Gallatin 4, Steel Valley 0 Toronto, Ohio 20, Carrick 0 Softball WPIAL CLASS 5A Section 2 Kiski Area...
Masters 2026: Shane Lowry erupts after hitting a hole-in-one Saturday at Augusta National
It marked the second ace Lowry has made at Augusta National.
Seniors: John Lemp, 70
Has been working for more than 50 years in the business — M. Lemp Jewelers in Syracuse — that his great-grandfather started in 1890 By Mary Beth Roach Don Lemp owns and represents the fourth-generation of the family business, M. Lemp Jewelers, but he still calls himself “a counter guy.” “I love interacting with couples. It’s a wonderful business. You’re celebrating marriages, engagements, births, anniversaries — all these different significant moments that people invite you into their lives for whatever brief period of time it might be to help them celebrate whatever their important occasion is,” he said. This is one of several reasons why Lemp, at 70, has been working for more than 50 years in the business that his great-grandfather started in 1890. Always located in the downtown Syracuse area, the store has been situated in the building that the family owns on East Fayette and Warren streets since 1971. He jokes that he’s been in the business so long he is now selling engagement rings to the second generation in some families. He also loves the opportunity to learn about the ever-changing industry and gemstones. “You have to know not only diamonds, but all the colored stones, from A to Z, from andalusite to zircons,” he said. Lemp said he had originally thought he wanted to become an attorney, but while working part-time in the store while attending college at Syracuse University, he decided to follow in the family business. His father, Walter D. Lemp Sr., and his mother tried to discourage their son from pursuing retail, reminding him of the hectic hours and lifestyle intrinsic in this business. But the younger Lemp [whose full name is Walter D. Lemp Jr.] prevailed. So, over the years, father and son got to work together in the family business for 35 years. And while many other jewelers retreated from downtown to suburban malls in the 1970s, the Lemps decided to stay downtown. And it’s a decision that Lemp Jr. feels it has worked out well. As he explained, downtown Syracuse is seeing a rebirth. One website, Point2Home.com, has noted that more than 6,000 people live there and the median income is about $62,000. In addition, according to the website that Lemp built years ago, the store can cater to customers throughout the country. His customers, whether from across the country or across Onondaga County, are just one reason that Lemp stays engaged in the business. His employees, the opportunity to continue to learn in an industry, and the challenge to continue to improve business are all other reasons, he noted. He’s also been able to travel to India to buy diamonds and he enjoys buying and selling estates. “I’d rather gallop in the corral than ride into the sunset,” Lemp said.
Masters 2026: Shane Lowry erupts after hitting a hole-in-one on Saturday at Augusta National
It marked the second ace that Lowry has made at Augusta National.
Nintendo Prime: Nintendo is spreading fake information internally to patch leaks
Nintendo is an extremely secretive company but in recent weeks they’ve sprung some leaks and it isn’t the first time that it has happened. YouTuber Nintendo Prime says he has heard from his sources…
Android has a Secret Update Menu You Likely Didn’t Know About
Keeping your Android phone up-to-date should be a straight-forward task. You have updates for apps in the Google Play store and system updates that show up at some point in most... #Apps #Google
Federal judges say White House ballroom construction can continue, for now
President Donald Trump has claimed that a building pause poses a risk to national security.
Iraq parliament elects Kurdish politician Nizar Amedi as president
New president pledges 'Iraq First' after securing 227 votes, ending five months of political deadlock.
Fox News Entertainment Newsletter: Kelly Ripa’s secret signal, ‘Charlie’s Angels’ star on price of fame
The Fox News Entertainment Newsletter brings you the latest Hollywood headlines, celebrity interviews and stories from Los Angeles and beyond.
Fox News Entertainment Newsletter: Kelly Ripa's secret signal, 'Charlie's Angels' star on price of fame
The Fox News Entertainment Newsletter brings you the latest Hollywood headlines, celebrity interviews and stories from Los Angeles and beyond.
“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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