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Is Flutter Entertainment (NYSE:FLUT) Starting To Look Attractive After A 50% Share Price Slide
If you are wondering whether Flutter Entertainment is starting to look attractively priced or still has more room to fall before it offers value, this article walks through what the current share price might really be telling you. The stock last closed at US$110.08, with recent returns of 4.5% over 7 days and 5.0% over 30 days, set against a much larger 49.6% decline year to date and a 50.3% decline over the past year. These price moves sit against a backdrop of ongoing attention on Flutter...
Accel Entertainment (ACEL): Buy, Sell, or Hold Post Q4 Earnings?
Accel Entertainment’s 15.4% return over the past six months has outpaced the S&P 500 by 10.9%, and its stock price has climbed to $12 per share. This was par...
NBA playoffs: Victor Wembanyama drops 35 points in postseason debut to lead Spurs past Trail Blazers
NBA playoffs: Victor Wembanyama drops historic 35 points in postseason debut to lead Spurs past Trail Blazers
Victor Wembanyama and the Spurs now hold a 1-0 lead in their first playoff series since 2019.
Seton Hall basketball adds Del Jones, high-scoring transfer guard
3 things to know about Del Jones, who starred for Radford this past season.
12 Cool New Gadgets to Keep on Your Radar
Catching you up on the past week’s most notable product releases.
'Atmosphere inside Stamford Bridge growing quieter with each game'
There were chants of "we want our Chelsea back" during a protest march before kick-off - then the chorus spread to the stands during the second half of the defeat by Manchester United. The frustration from supporters is understandable, given Chelsea have now lost their past four Premier League games without scoring - their joint-longest run since November 1912. Chelsea head coach Liam Rosenior admitted his side face a "mountain to climb" in their pursuit of Champions League qualification, after the latest 1-0 loss to United left them four points off the top five, having played a game more.
We must focus more on the mental health needs of our older adults
The Kansas City practice where this counselor works has seen a 27% increase in services provided to adults over 65 in the past year. | Opinion
Housing waitlist, new entertainment venue, more: Cape Cod Times top stories
Catch up on the four most-read stories on the Cape Cod Times website from this past week.
Millennial pastor in Hawaii grew Turo side hustle into $3M in revenue
Anwar Ali, a pastor in Kauai, scaled his car rental business on Turo from one vehicle to 213 cars, generating $2.95 million in 2025.
Justin Stalter Commits To Waynesburg Basketball
By: Jared Barton North Allegheny multi-sport athlete Justin Stalter has made his commitment to the next level. Stalter posted on social media Friday that he will be playing basketball for Waynesburg University. Stalter was a multi-year starter and contributor to both the basketball team and the boys’ soccer program. He was a soccer captain this past… More »
Eight days key to Portsmouth's likely survival
While Portsmouth are not mathematically safe, their past three results in eight days have been crucial to their hopes of staying up.
Lions mock draft roundup: Final predictions from 72 experts
Taking a closer look at the prospects from the 2026 NFL Draft that have been projected to the Lions over the past week.
Pragmata works because it isn't a "sad dad" game
Despite appearances, Pragmata isn't a "sad dad" game, but an example of upbeat, non-toxic masculinity. It's more like a dad cab game.
Paul Gosar's rally appearance reignites health speculation
Arizona Congressman Paul Gosar's appearance at a Turning Point USA rally has renewed public speculation about his health, with observers citing slurred speech, unsteady posture, and difficulty completing sentences. Social media users suggested, without evidence, possible neurological conditions, echoing similar concerns raised in past years. Gosar has consistently denied such rumours, attributing symptoms to arthritis, spinal issues, and past surgeries.
Hemp beverage bill puts profits over Colorado kids
By Rachel O’Bryan The hemp THC beverage industry wants to sell its high-inducing drinks in Colorado everywhere that beer or wine is sold — including stores and restaurants near schools. This self-serving bill, Senate Bill 164, would blow Colorado’s regulated marijuana system wide open. For the past 12 years, marijuana sales to persons 21 years […]
Newsom demands answers from RFK Jr. over past comments about Black children on ADHD meds being ‘re-parented’
California Gov. Gavin Newsom (D) on Friday said he demands answers from Health and Human Services (HHS) Secretary Robert F. Kennedy Jr. regarding comments the secretary made in an interview in 2024…
Use caution and keep safety in mind during storm cleanup, Wisconsin health officials warn
Flooding has ravaged parts of Northeast Wisconsin the past few days, while at least five tornadoes touched down in southern Wisconsin earlier this week.
Sphere Entertainment in talks to build venue at Nashville East Bank scrapyard
Sphere Entertainment Company recently entered into conversations with the owners of Nashville’s East Bank scrapyard property about developing a potential venue, according to people familiar with the discussions. Axios reported last month that representatives tied to the Las Vegas Sphere had been in discussions with Nashville executives about bringing a smaller version of the high-tech concert venue to the market. A spokesperson for the scrapyard ownership group declined to comment, and Sphere Entertainment did not respond to a request for comment. More discussions occurred as recently as the past two weeks, the Nashville Business Journal reported, though the status of […]
Devils hire ex-Panthers executive Sunny Mehta as general manager
The New Jersey Devils have hired Sunny Mehta as their general manager, bringing back their former director of analytics to oversee their hockey operations department. Owner David Blitzer announced the hire Thursday night, less than 48 hours after the team’s regular season ended without a playoff appearance. Mehta was an assistant when the Florida Panthers won the Stanley Cup back to back each of the past two years.
NASCAR Accused Of 'Losing The South' By Former Driver
A five-time NASCAR Cup Series winner made it abundantly clear this week that he's not pleased with the current product. This past Sunday's race at Bristol Motor Speedway averaged 1.945 million viewers on FS1, per Nielsen's data. That’s down 5% from last year, which would make it the least-watched ...
Can the Cavs Set Their Playoff Tone Against the Raptors?
The 2026 NBA playoffs have taken shape, and the Cleveland Cavaliers look to right the wrongs of years past. This year, the wine and gold will face an old playoff foe in the Toronto Raptors, a team the franchise has familiarity with from its days with LeBron James leading the charge. However, this is a […] The post Can the Cavs Set Their Playoff Tone Against the Raptors? appeared first on The Lead.
2026 NBA Playoff Odds: Best Bet for Wolves-Nuggets; Who Will Win East?
Find out which squad Sammy P is backing to come out of the East and whether he's taking the T'Wolves or Nuggets to advance past the first round.
Rumour: Red Dead Redemption May Be Getting A Rubbish 'Code-In-A-Box' Release
Out to pasture
UNC Hussman offers new sports play-by-play class | UNC Hussman School of Journalism and Media
This story, written by UNC Hussman alumna Caroline Daly ’24, was originally published on unc.edu. The UNC Hussman School of Journalism and Media has a new, hands-on class available for students interested in sports careers. Students in “MEJO 390: Sports Commentary and Play-By-Play” can call live radio broadcasts for Carolina sporting events, streamed live on the Go Heels website. This spring, 11 students are calling mostly softball games to gain experience and learn the preparation needed for a successful broadcast. The class is capped at a small number to provide consistent, individual feedback. Matt Krause, the radio voice of Carolina women’s basketball, teaches the class to help students sharpen their skills, using his experience with the Tar Heels and calling games for ACC Network and ACC Network Extra. “There is no substitute for live reps, and that is the only way you get better. The classroom component teaches you how to get better, but going about that requires sitting in that chair, making mistakes and being able to know your broadcast is going somewhere,” Krause said. “These students are doing real live games, and they will have tape where if they want to pursue this. They will have ready-made demos to send for jobs. Being able to utilize all the resources of UNC, GoHeels Productions and the Carolina Athletics brand and create these opportunities for students is really impactful.” In the class, students learn fundamentals like how to announce starting lineups for different sports and how to conduct research before games. Krause has led the class in mock preparation exercises, looking at game charts with information about the different teams and players that they can refer to at pivotal moments during the game. Krause and the students then critique each other, listening to clips from the past week to find ways to improve. It’s a rare class without a slew of quizzes or assignments. Their main tasks are calling games and making a portfolio or demo reel of their best calls at the end of the semester, all with the goal of being ready to step into similar roles after graduation. Laible live streams her coverage on the GoHeels website. Calling a live game while broadcasting her coverage allows her to get hands on experience. (Jon Gardiner/UNC-Chapel Hill) Junior Anna Laible ’27 wished for a class just like this. Her first year at Carolina, she interned with the Coastal Plain League, where she was introduced to play-by-play for baseball. “I enjoy the challenge and uncertainty of each game being different because each sport looks a little different,” said Laible. “Each game is different — not just with teams but what could happen with certain records being broken or random trends. That’s what I enjoy most.” She wanted more opportunities for reps during college to prepare for a career after Carolina, so she pitched an idea for the class to Livis Freeman ’99, distinguished associate professor of sports communication. Laible and Freeman reached out to GoHeels Productions for a partnership and then connected with Krause. “This is how at UNC Hussman we separate ourselves: Our students go into the field ready,” said Freeman. “The biggest compliment we get it is when our students start their careers, they don’t need any hand-holding.” Laible calls a Carolina softball game at Kessing Stadium – after pitching the idea to Hussman faculty. Her interest in sports commentary allowed her to apply her interest as she attends Carolina. (Jon Gardiner/UNC-Chapel Hill) Laible is now a student in the class, which has helped her strengthen her skills and deepen her passion for the field. The goal is to expand to other sports like soccer, lacrosse and field hockey. “The hands-on experience I’ve gotten here is invaluable. I’ve loved the classes and professors because they’ve taught me a lot, but it’s also the things outside of class, too, that have helped me grow,” said Laible. “Since being at UNC, I’ve grown a lot in the versatility, from doing writing to production and commentating. UNC Hussman and Carolina have given me the ability to be strong and well rounded.”
Despite late-night maneuvering, agriculture bond fails enactment again
A final push for a $45 million agriculture bond was still not quite enough to get the legislation past the finish line and on the November ballot. Instead, the bond is stuck between chambers as the Maine Legislature ends the session.
BBC Sport weekly quiz: How much money does the Masters winner get?
How much attention have you paid to what's happened in the world of sport over the past seven days?
Is Base Stealing a Science or an Art Form? RI's David Earl Lopes…
Former Major League Baseball players Dusty Baker, Dave Stewart, and Jerry Royster helped celebrate David Earl Lopes’s homecoming this past Wednesday.…
Mahoning Valley arts and entertainment
Art ARTS & EDUCATION AT THE HOYT, 124 E. Leasure Ave., New Castle, Pa.: “Greig Leach: Past in the Present Will Be the Future” ...
Nature Is Still Molding Human Genes, Study Finds
Some researchers hold that evolution hasn’t much altered humans in the past 10,000 years. A new analysis of ancient DNA indicates that natural selection continued to shape hundreds of genes.
New Willmar entertainment venue teaming up with Rendezvous Axe Throwing
(Willmar MN-) Shining Light Entertainment at The Uptown Willmar Mall is getting closer to opening. Co-Owner Jason Miller says in addition to laser tag and mini-golf, they will be teaming up with Rendezvous Axe Throwing......Victoria Hibma of Rendezvous Axe Throwing says their location on West Litchfield Avenue is now closed and the building, which also houses an operating laundry mat, is for sale. They are in the process of moving their throwing lanes and kitchen equipment to the Shining Light location, across from Golden Ticket Cinema, in the former Chen Garden Restaurant space. Shining Light had hoped to open this past winter, but Miller now hopes to be in operation in less than 2 months......
Take Note: Denver Revising 40-Year-Old Entertainment Venue Licensing Requirements
"If the community shows up, I think we're going to get something that's a huge improvement over what we've had in the past."
Dundee can take nothing for granted in bottom-six battle
For all I have been praising Dundee in recent times, the stark truth is they find themselves in their current predicament because their points return has not been good enough having won just two of their past 12 Premiership games. Head coach Steven Pressley praised the "character", "personality" and "resilience" his side showed as they twice came from behind to draw 2-2 at Killie last Saturday. In the 15 league games the Dark Blues have played against the other teams in the bottom half this season – Dundee United, Aberdeen, St Mirren, Kilmarnock and Livingston - Pressley's side have won five, drawn six and lost four.
'Deeply grateful': Darren McAuley passes $530K in donations, flying past Dem field in CD 15
He wrapped the quarter with $265,000 in cash on hand.
100 Points: Breaking Apart Bruins’ Win Over Devils
BOSTON – The Boston Bruins reached 100 points on Tuesday, and so did David Pastrnak, just in a different way. […] The post 100 Points: Breaking Apart Bruins’ Win Over Devils appeared first on Boston Hockey Now.
Why are many Americans turning to AI for health advice
A Gallup poll found that roughly one-quarter of U.S. adults had used an AI tool for health information or advice in the past 30 days.
Polls show why many Americans are turning to AI for health advice
Many Americans are turning to artificial intelligence tools such as ChatGPT for health advice. A Gallup poll out Wednesday found that about 1 in 4 U.S. adults had used AI for health information in the past month.
NBA play-in tournament: Coby White's 3-pointer, late LaMelo Ball layup propel Hornets in OT thriller past Heat
NBA play-in: Coby White 3, late LaMelo Ball layup propel Hornets in OT thriller past Heat
White sent the game to OT with a 3 as Kon Knueppel watched from the bench. Then LaMelo Ball redeemed himself with a game-winning layup in the final seconds.
This simple change stops robot swarms from getting stuck
In crowded environments, more robots don’t always mean faster results—in fact, too many can bring everything to a standstill. Harvard researchers discovered a surprising fix: adding a bit of randomness to how robots move can actually prevent gridlock and boost efficiency. By allowing robots to “wiggle” slightly instead of marching in straight lines, they can slip past each other and keep tasks flowing smoothly.
Pittsburgh Post-Gazette to stay in business under new nonprofit owner
The Pittsburgh Post-Gazette will live on past its slated May 3 closure date, thanks to a new deal with a nonprofit journalism organization.
Unpicking the negativity that surrounds double-chasing Celtic
It has all felt a bit negative since the win over St Mirren on Saturday, a bit heavy, which is a strange place to be when we're effectively seven games from a double. Yes, we've won many titles before - 13 of the past 14 no less - but when were we last in a genuine title race this close?
The raw milk movement is dumb and dangerous, but don’t overreact
Drinking unpasteurized milk is risky, but there are bigger public health battles to fight.
Canada’s Carney Secures Majority Mandate After Electoral Wins, Political Defections
Canadian Prime Minister Mark Carney has secured a majority government, cementing his hold on power after electoral victories Monday night and defections to his Liberal Party caucus over the past six months.
Quantum systems can remember and forget at the same time, scientists discover
Quantum systems can secretly “remember” their past—even when they appear not to. Scientists found that whether a system shows memory depends on how you look at it: through its evolving state or its measurable properties. Each perspective uncovers different kinds of memory, meaning a system can seem memoryless and memory-filled at the same time. This discovery could change how researchers design and control quantum technologies.
How the Trump family's business deals could open the door for future presidents to profit from office
For the Trump family, business is booming. Whereas the Trump Organization didn’t do a single deal overseas in Donald Trump's first term as president, it did eight in the past year.
How the Trump family's business deals could open the door for future presidents to profit from office
For the Trump family, business is booming. Whereas the Trump Organization didn’t do a single deal overseas in Donald Trump's first term as president, it did eight in the past year.
Rep. Eric Swalwell will resign from Congress following sexual misconduct allegations
The California Democrat said in a statement he was “deeply sorry to my family, staff and constituents for mistakes in judgment I’ve made in my past.”
A decade in, the Baton Rouge Health District plans its next 10 years
For the past decade, Baton Rouge’s largest health systems, hospitals and research institutions have been engaged in an exercise that may seem counterintuitive on its face. In an industry defined by competition—for patients, for employees and for research dollars—the city’s health care leaders are attempting to prove that collaboration can be just as powerful. The […]
Venezuela hopes to lure back international miners, but it's a risky business
Venezuela's effort to attract foreign investors to develop its gold, iron and bauxite seams has enthusiastic backing from the Trump administration but faces big challenges, including armed groups with deep interests in the chaotic, largely illegal prospecting industry that has developed over the past 20 years, according to nine miners, residents and community activists who spoke to Reuters.
Fantasy sports apps see increased usage by college students
In the past decade, the line between fantasy sports and sports betting has been blurred, propelling online sportsbooks and sportsbetting culture into the mainstream. Now, an increasing number of college students are latching on. Since the 1992 passing of the Professional and Amateur Sports Protection Act, shortened to PASPA, athletic leagues and lawmakers have fought...
Leah Halton-Pope named Democratic candidate for 141st Assembly District
It comes after Crystal Peoples-Stokes announced this past week she would not seek reelection.
In a surprise move, Capcom now lets you buy the original Resident Evil games
Capcom recently re-released the original three Resident Evil games on Steam, and hopefully, it isn't a fluke.
Galaxy Z Roll 5G: Samsung’s Motorized Display Solves the Foldable Crease
Samsung Galaxy Z Roll 5G leak cites 100W wired charging with an 8,000 mAh battery, shifting past Samsung charging limits.
Home rule has protected Colorado cities for more than 125 years
Colorado is currently gripped by a political struggle. It’s one between the governor and state legislature in Denver on one side and populous “home rule” city governments, mainly on the Front Range — such as Colorado Springs. The state legislature in the past few years has been passing bills that applied to city government policies, […]
Why Bill Moos is fed up with major college sports
Bill Moos, former player, coach and athletic director of some of the country’s past and present powerhouses, has seen the future of college athletics and is glad he retired to 63 acres near Spokane.
Pastors Scott Bottoms, Victor Marx win spots in Colorado GOP’s gubernatorial primary at party assembly
Two pastors from Colorado Springs qualified Saturday for the Republican gubernatorial primary ballot at the Colorado GOP’s state assembly in Pueblo in a party meeting that dragged late into the night. State Rep. Scott Bottoms, who is known as one of the legislature’s most conservative members, won top line on the June ballot, while missionary […]
Jarred Vanderbilt talks about incident with Lakers coach JJ Redick
Jarred Vanderbilt seems like he has put his heated interaction with Lakers coach JJ Redick in the past.
Diggins signs with the Sky; Sabally joins Liberty
Skylar Diggins is headed to Chicago while Satou Sabally is coming to New York as WNBA free agents can officially sign Saturday. Diggins spent the past two seasons with the
Late-Inning Pushes Lift Shenandoah Past Lynchburg in Doubleheader Sweep
The University of Lynchburg softball team dropped both ends of an ODAC doubleheader against Shenandoah on Friday at Moon Field, falling 11-7 in game one and 6-5 in game two.
Assessing Flutter Entertainment (NYSE:FLUT) Valuation After A Steep Year To Date Share Price Slide
Flutter Entertainment (NYSE:FLUT) has been drawing attention after a steep share price slide in the past 3 months, with the stock down about 53% year to date at a recent price of US$102.38. See our latest analysis for Flutter Entertainment. The recent 90 day share price return of 52.45% and 1 year total shareholder return of 55.83% both sit sharply in negative territory, suggesting momentum has been fading rather than building despite earlier gains in recent years. If this kind of reset has...
Seniors: Carol Watson, 72
Owner of Carol Watson Greenhouse and Landscaping in LaFayette enjoys her growing business — still puts in six-, seven-day weeks By Mary Beth Roach Carol Watson, the owner of Carol Watson Greenhouse and Landscaping, has been in gardens since she could walk. Literally. She said she learned to walk in her grandfather’s garden, which was next door to her current home and business in LaFayette. Today, at 72, she is running the business that her mother, Claire, opened in 1981 as Watson Greenhouse. Watson worked part-time for her mom until 1990, when she joined her full time. While she may not have had any formal horticultural experience, she said she learned so much about growing and raising plants from her mom, who had an abundance of energy and talent. Now, after 35 years in the business full time, Watson has no plans to retire, although she joked that she’d like a couple of days off a week. On her seven-acre site, complete with four greenhouses, Watson said her favorite parts of the job are working with and educating her customers; helping some of her young customers build terrariums; conducting occasional class field trips; and supporting local art by decorating the shop with an eclectic mix of pottery from at least four area craftspeople. A one-time employee of the former Dey Bros. department store in Syracuse, Watson said she loves merchandising and enjoys displaying unique pieces of art on shelves and even suspending from ceilings. “We’re creative. We also had top quality plants. We got a reputation of quality plants and unusual products,” she said. It’s tending to her customers and her plants, showcasing the unusual products, and hosting special events to benefit the community that keep her motivated to work six to seven days a week. “I just love it. I love taking care of the plants. I’m one of the few people that really enjoys watering,” she said. And while she has cultivated a solid customer base over the years, she remains savvy in her marketing efforts to draw in new customers. For example, she does a gardening segment on CNY Central television; her active Facebook page has thousands of followers; and she hosts a number of unique events and classes that not only introduce her shop to potential new clients, but some benefit nonprofits as well. About 13 years ago, when the local symphony orchestra was struggling, she said she wanted to help. So, partnering with the group, she began offering concerts, called Soirees, featuring the Syracuse Orchestra’s string quartet. Following up on a suggestion from a customer whose brother is a deejay in retirement, specializing in sock hops, she hosted the greenhouse’s first sock hop. Plants got moved back toward the walls to make room for dancing; a caterer was brought in, offering diner-like food; guests came in period outfits; and proceeds went to the Food Bank of CNY. She is excited about doing it again in October. Via her website, she promotes the greenhouse as an “oasis in the snow,” offering visitors the opportunity to pick up some decorating and gift ideas while taking in the floral and citrus scents. And she also caters to her four-legged friends. Over this past winter, she said, she came up with a “brilliant idea,” although at the time she didn’t appreciate just how brilliant it would become. Feeling it too cold outside to take her dog for a walk, she opted to bring it into the greenhouse. And before long, she was inviting people to bring their dogs into the big greenhouse as well. She looks forward to extending that invitation again this upcoming winter season. For Watson and her customers, the greenhouse is always in season.
Assessing Caesars Entertainment (CZR) Valuation As Investors Revisit The Stock’s Recent Performance
Why Caesars Entertainment (CZR) is on investors’ radar Caesars Entertainment (CZR) has drawn attention after recent share price moves, with a 1 day gain of about 1.7% contrasting with a loss of roughly 7.5% over the past month. See our latest analysis for Caesars Entertainment. That short term 1 day and 7 day share price strength sits against a 30 day share price return of about an 8% decline, a 90 day gain of 9.1% and a 1 year total shareholder return of 6.1%. Longer term total shareholder...
“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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