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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 […]
Southern Illinois Earth Science Club hosts 56th annual Gem Mineral Fossil and Jewelry Show
Click here to view this video from wpsdlocal6.com.
Photo highlights from the Coachella Music and Arts Festival
INDIO, Calif. (AP) — The Coachella Valley Music and Arts Festival, in its 25th edition, returns to the Empire Polo Club.
Young entrepreneurs shine at Memphis Children’s Business Fair
MEMPHIS, Tenn. — Dozens of Mid-South kids put their creativity and business skills to the test Saturday during the Annual Memphis Children’s Business Fair. The event, held April 11 at Wolfcha…
University of Idaho opens new meat science center in Moscow
MOSCOW, Idaho — The University of Idaho opened a new meat science innovation center that gives students more room for classes and expands research and production.
10 minutes backstage with David Lee Roth at Coachella
INDIO, Calif. — David Lee Roth popped out at the Coachella Valley and Arts Festival on Friday to sing Van Halen's classic "Jump" with Teddy Swims. After the show, we
Photo highlights from the Coachella Music and Arts Festival
INDIO, Calif. (AP) — The Coachella Valley Music and Arts Festival, in its 25th edition, returns to the Empire Polo Club.
110,000-year-old discovery rewrites human history: Neanderthals and Homo sapiens worked together
The first-ever published research on Tinshemet Cave reveals that Neanderthals and Homo sapiens in the mid-Middle Paleolithic Levant not only coexisted but actively interacted, sharing technology, lifestyles, and burial customs. These interactions fostered cultural exchange, social complexity, and behavioral innovations, such as formal burial practices and the symbolic use of ochre for decoration. The findings suggest that human connections, rather than isolation, were key drivers of technological and cultural advancements, highlighting the Levant as a crucial crossroads in early human history.
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
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.
Young sibling duo starts small bread making business
Our team stopped by the Youngstown Flea this afternoon and found 12-year-old Gloria, and her 10-year-old brother Israel running their own stall.
Young sibling duo starts small bread making business
Our team stopped by the Youngstown Flea this afternoon and found 12-year-old Gloria, and her 10-year-old brother Israel running their own stall.
Musicians and music lovers flock to Little River’s Star Tavern
There’s a small blue and red building that sits back from a busy highway in Little River, that one regular customer describes as an “artistic mecca” for musicians. And it is flourishing under Ron Johnson's leadership.
ON THE JOB: “What is the Best Business Advice You’ve Ever Received?
Interviews by Deborah Jeanne Sergeant Sound advice can contribute to your success. We recently asked area business leaders, what was their best advice they’d ever received. Here’s what they said: “The best advice I ever received was from my then –boss, Gerry Church, Fulton plant manager at Miller Brewing Co. He told me that whenever I wanted to discuss a business problem or issue with him, I should also be prepared to offer possible solutions. It’s the difference between being proactive or reactive. It’s also the difference between being a leader or follower. That has served me well in any business relationship I have had since then.” — Stephen Chirello, Owner, Steve Chirello Advertising, Fulton “Someone will always do it for less; they will also take the most effort to service or satisfy and leave you for the next lower price.” — John M. Henry, Owner, Speedway Press, Mitchell Printing, Phoenix Press, Oswego “I’m going to answer this question by turning it around and giving my own advice that is, ‘Always treat every customer as if they were your only customer!’ We are celebrating our 50th anniversary in business this year. We started our business on March 25, 1976. My advice works.”” — Nick Chervinsky, President, Brewerton Pharmacy, Brewerton “’You need to toot your own horn, my grandfather, Howard D. Dice, told me.” — Beth Ann Dice, Women’s active aging and cancer recovery coach, Mission Movement Wellness Studio & Breast Cancer Recovery Studio, Fulton “In the micro enterprise class, they taught, ‘Get a good lawyer, accountant and bank.’ That was over 30 years ago and I still have those three today. I chose good people I could grow with.” — Tony Pauldine, Owner, Anthony M. Pauldine General Contractors Inc., Oswego “From my grandfather; ‘Listen to everyone! You never know where you will get the solution you need.’” — Kevin Dean, Executive director, Oswego County Opportunities, Fulton “‘Preparation is the mother of success.’ My dad always drilled that into my head growing up, and it has helped me avoid a lot of snags in both my personal and professional life. Thanks, Dad!” — Bekkah Frisch, Owner and president, iHeart Holdings, Inc., Fulton “If you don’t take a risk and try, you will never know.” — Justin Taber, Owner, Torbitt’s Service Center, Oswego “Be ready to take a loss.” — Cody Seymour, Manager, Damiano’s Eatery, Mexico “I’ve received so much good business advice over the years. When people are giving you advice, always be curious rather than judgmental. Follow your gut. Doing the right thing is never the wrong thing.” — Dana Decker, Principal owner/broker, Berkshire Hathaway Home Services, Oswego ’Do it and figure it out later.’ It hasn’t failed me yet. Too many people take time to think about doing this and this and this and then the opportunity is over with. If it’s somewhat reasonable — if it’s not something outrageous — do it and figure it out later.” — Jeremy Allen, Licensed real estate salesperson, Acropolis Realty Group, Syracuse “’Try to meet the needs of the customer. Treat them like you’d like to be treated.’ It’s like the Golden Rule says.” — Douglas Dickson, Physician and associate at CNY Foot Surgery and Podiatry Care, East Syracuse “The best piece of business advice I’ve ever received applies to life in general: always be honest. Never overstate your capabilities and always be willing to ask questions. The more specific you can be in any given topic will always lead to a better outcome.” — Tom Fernandez, President, Woodbine Hospitality, Syracuse “As a business owner, the advice would be ‘Don’t overextend yourself. Especially in agriculture, expect issues to come up.’ If something is going right, it’s not true agriculture. This last season, we scaled very hard to field another crew. We got more drones, crew and generators based on projections. This last season hit the ag community hard with a very wet spring. We did 15,000 to 20,000 acres for fungicide and the same for cover crop seeding in 2024. We scaled to 25,000 to 30,000 for 2025. We ended up doing 2,000 for fungicide and 3,000 for cover crop seeding. That’s why that advice was good.” — Rick Jordan, Operations manager, CNY Drove Services, Clinton “’Keep your head down, mind your own business and do the best for your clients that you can do.’ It has a lot to do with my success in working for Galloway Century 21.” — Ed Fayette, New York state licensed real estate agent, Century 21 Galloway, Oswego “’Expand in all ways, always.’ It just keeps you going and keeps you growing.” — Stephen Baier, Licensed real estate person, The Real Estate Agency & Bouck Commercial, Auburn “The best advice is, ‘Your biggest asset you won’t see on the books because it comes from your employees.’” — David Flickinger, Owner, Edible Arrangements, Syracuse “Don’t take things personally when you’re working with the public.” — Leeann Desimone, Manager, Annie’s Hallmark Shop, Auburn “‘Follow up.’ The customer knows that you care about what you are doing and that their opinion counts. Sometimes they might be on the fence about whether they want to use your company. If they’re asking your opinion on things, they feel you are concerned about what you’re doing. They like to be kept in the loop if they’re spending money with you.” — Dorothy Casper, Saslesperson, SweetWoods Memorials, Phoenix “The best business advice I received is ‘Never be the smartest person in the room. Surround yourself with people who are smarter than you.’ That’s how you learn.” — Debbie Bilello, Owner, Virtual Office Solutions, Central Square “’You need to grow your business but you can’t grow too big too fast.’ That’s what we’ve done at Pinnacle Maintenance. We’ve tried to grow but not too fast. Along those same lines, there’s another good piece of advice, ‘Don’t take on more than you can handle because it only leads to a bad name for your business and a bad experience for your customers.’ It goes along the same lines as growing your business slowly and carefully.” — David Wines, Owner, Pinnacle Maintenance, Central Square “Always be on time and do what you say you are going to do.’ I’ve done very well following that advice. Most of my work is referral and I don’t really do any advertising so I have a pretty good customer base. It’s mostly word-of-mouth from satisfied customers.” — Robert J. Fleming, Owner, Bob Fleming Windows & Doors, Brewerton “’Concentrate on your finances, always pay your taxes, and form a team you can depend on. Try to help the community you’re in as much as you can.’ We do all of these all the time here. We give and give and give to the community and the community gives back to us always.” — Susan Bonnet, Co-owner, Bonnet Sales and Service, Central Square “Keep smiling. It brings a positive attitude to the workplace.” — Karin Lindsley, Vice president, DTS Truck Service, Syracuse “‘Customer service above all.’ Following this advice has served us very well.’ — Guy Fox, Owner, Fox’s Discount Parts, West Monroe “The best thing to do is to make sure you’re taking in more money than you’re spending. I wish I could say I’m a good businessman but I have been in business since 1981. I’m not a bean counter but work well with my hands and its’s served me well all these years and I am still in business.” — Matt McGill, Owner, Matt McGill Collision, Brewerton
Chamber of Commerce Presents Achievement Awards
Event also marked 110th of the chamber’s presence in Oswego [caption id=attachment_10469 align=alignright width=450] Abby Waever and Keara Patterson (in the middle) receive the Community Leadership & Legacy Award, presented to The Alberts Group.[/caption] The Greater Oswego-Fulton Chamber of Commerce (GOFCC) on March 4 hosted its 2026 Annual Meeting, presented by Constellation, at the Lake Ontario Event and Conference Center in Oswego. The event’s theme, Rooted in Community. The meeting celebrated the GOFCC’s 110th anniversary in the Oswego community and 10th anniversary of integration with CenterState CEO. The chamber also unveiled a new logo. “I am proud to say the GOFCC has been a force for business success, growth and opportunity, supporting organizations of every size, connecting neighbors and entrepreneurs and ensuring that every voice in Oswego County is heard,” said GOFCC Executive Director Sara Broadwell. The event featured keynote remarks from Novelis’s Kevin Schutt, vice president, manufacturing and production support at Novelis North America. [caption id=attachment_10454 align=alignright width=450] Maria Hudson of Constellation, holding the award, receives the Nancy L. Premo Woman of Distinction Award.[/caption] The GOFCC recognized the following organizations and individuals with achievement awards: • Oswego County Impact & Excellence Award, presented to Oswego County Office of Mobility Management. This award Honors a small business or nonprofit organization that demonstrates outstanding achievement through innovation, growth and measurable positive impact on Oswego County’s economy or quality of life. • Community Leadership & Legacy Award, presented to The Alberts Group. This award recognizes an individual, business or organization whose long-term leadership, investment or philanthropy has significantly advanced the vitality, resilience and future of Oswego County’s communities. • Nancy L. Premo Woman of Distinction Award, presented to Maria Hudson of Constellation. This award honors a woman in business who has made a meaningful impact on her community, inspired others through her leadership, and exemplified the values of service, integrity and empowerment. This award is presented in tribute to the late Nancy Premo, CenterState CEO’s former vice president of Human Resources.
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.
Tribute show to feature Beatles, Stones
Beatles vs. Stones tribute show will take the stage April 16 at the Capitol Arts Complex in Rome with music from both iconic bands.
Brian Cox: ‘We don’t know how powerful AI is going to become – it’s both exciting and potentially a problem’
The physicist, BBC presenter and author on snowflakes, art v science and the time Paul McCartney quizzed him about one of Saturn’s moons
Mid-Missouri event offers free health services, brake light repairs and meals
Tallgrass Collective hosted a free clinic offering health services, vehicle brake light repairs, food and clothes Saturday from 11 a.m. to 2 p.m.
Laurel: Making a hit at the school science fair
In Brian Nelson's Laurel cartoon, our girl's entry in the school science fair makes a considerable hit.
Laurel: Making a hit at the school science fair
In Brian Nelson's Laurel cartoon, our girl's entry in the school science fair makes a considerable hit.
Prediction: A Cheaper EV Could Be a Game Changer for Tesla's Business
The company hasn't said its last word.
Jerry Demings continues to lag behind David Jolly in fundraising race for Democratic gubernatorial nomination
The former Republican has a five-to-one financial edge over the Central Florida political veteran.
Iowa romance author Denise Williams loves happy endings
Her first book, “How to Fail at Flirting,” was published in 2020. Since then she’s written 10 more. All of them have been in the romance genre, including her most recent release, “The Re-Do List.”
New Myrtle Beach distillery, brewery set for grand opening at Broadway at the Beach
Ole Smoky Distillery and Yee-Haw Brewing Co. are set to open up a joint distillery and brewery at Broadway at the Beach in May, something the brand is calling a "one-of-a-kind" experience for visitors and locals alike.
Spring volleyball: Nebraska tops Iowa State in Sioux Falls
Nebraska volleyball handled business in its first spring match against Iowa State on Saturday, April 11, inside the Sanford Pentagon. Before the match, the two teams agreed to play four sets, as the Huskers won all four (25-17, 25-16, 25-16, 26-24).
See inside the first night of Hondo Rodeo: Cowboys, ropers, Lynyrd Skynyrd take on NOLA
This country extravaganza had it all.
DrPH Student Spotlight: Victoria Adewumi | Johns Hopkins Bloomberg School of Public Health
Victoria shares her experience in the DrPH Program and her work advancing community health worker leadership and policy.
Randolph Elementary holds annual Science Fair
Here are the Science Fair's fifth grade winners. Pictured, from left to right, are Emma Wernimont, Hunter Bussian, Riley Irrthum, Emmett Endres, Jude Quinnell and Finley Garner. Submitted photo
“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.
High school sports a big focus
Sports reporter Brian Calloway is among the busiest people at the LSJ almost anytime of the year. That's especially true this time of year.
High school sports a big focus
Sports reporter Brian Calloway is among the busiest people at the LSJ almost anytime of the year. That's especially true this time of year.
Memorial Hermann and BCBSTX reach a new deal, restoring in-network coverage, hospital says
The Houston-based health system and the insurance giant had previously let an April 1 deadline pass without a new agreement, meaning many patients across the region were forced to pay higher medical costs or find new doctors.
Russian Memorial human rights NGO labeled 'extremist'
Russia's Supreme Court has labeled the human rights organization Memorial as "extremist." Experts say this represents a new level of repression in Russia.
US negotiators leaving without a peace deal with Iran
A U.S. official said several U.S. Navy ships crossed the Strait of Hormuz; three supertankers passed through, shipping data showed.
A Rare Landscape Close to Home: Exploring the Rome Sand Plains
ROME — The Rome Sand Plains offer one of the rarest natural landscapes in New York — a pine barrens ecosystem shaped by glacial winds and open to the public
Microbial hockey: Scientists discover how bacteria rotate tiny pucks
At the Institute of Science and Technology Austria (ISTA), Jérémie Palacci's research group is venturing into metallurgy—albeit with a twist. Instead of traditional tools, the scientists use E. coli bacteria, ...
Dear Abby | Eye exams can save more than your vision
Dear Abby: I'm an ophthalmologist, a physician who specializes in medical and surgical eye care, and I'm hoping you can help me debunk a common myth about eye health. Many
The Final Frontier Is Becoming Big Business. Here Are 3 Space Stocks to Buy Now.
The space economy is projected to grow to $1.8 trillion over the next decade, and these three stocks could be big winners.
Artemis II crew used modern photography to tell the visual story of their lunar journey – and update some classic Apollo images
A space historian explains how the Artemis II crew reimagined some Apollo-era photos and found spectacular new angles.
Business notes: Providence St. Mary Medical Center welcomes new surgeon
A new surgeon joined St. Mary Medical Center, and the United Way's popular mini golf tournament returns to Walla Walla.
Hungary’s Viktor Orban struggling for political survival ahead of vote
Hungarian prime minister and his Fidesz party face first closely contested polls in Sunday's parliamentary election.
Prep talk: Arcadia Invitational is set for Saturday at Arcadia High
Olympian Quincy Wilson leads the athletes scheduled to compete at the Arcadia Invitational in the night portion at 5 p.m.
Mike Johnson, Steve Scalise face a long, difficult to-do list as Congress returns
WASHINGTON — U.S. House Speaker Mike Johnson and House Majority Leader Steve Scalise return to Capitol Hill Monday afternoon after a two-week Easter break with a long list of “must
Mission Creek’s latest music festival is all in a day’s work
After 20 years, one of Iowa City’s most quintessential arts and music festivals is revamping with a single-day format and new elements.
Arts & Entertainment Calendar
Events coming up in the Greenville area offer music, arts, theater and family fun. Here is a sampling.
New metal with triple copper’s heat conduction challenges fundamental physics
With performance three times better than copper’s, this new material could substantially improve heat management of electronics, data centers and energy systems
Gut troubles? This gastroenterologist has tips to help you achieve 'poophoria'
In her new book You've Been Pooping All Wrong, Dr. Trisha Pasricha shares habits and practices to make your relationship with your solid waste as smooth as possible
Women in science: Sheridan College performs play on life of female astronomer
In honor of Cecilia Payne-Gaposchkin, Sheridan College theater will perform the 2024 Stella Feehily play “The Lightest Element,” highlighting various moments in the scientist’s life
Bielema, Gies, associate athletic director share insights on world of college sports
Alumnus and donor Larry Gies, who first “fell in love” with UI by attending a football game with his father, said that athletics often serve as a university’s “front door”
The Science Behind Spring Cleaning [Opinion]
Feeling the need to clean this spring? There’s actually a scientific reason why.
📺 Today’s guide: Saturday packed with Brasileirão, Bundesliga on OF +
Brasileirão Série A - 11th Round4:30 PM - Remo x Vasco da Gama - Globo and Premiere 4:30 PM - Vitória x São Paulo - Globo, Premiere and YouTube (GE TV) 6:30 PM - Mirassol x Bahia - Premiere 8:00 P...
People in Business for April 11, 2026
People in Business for April 11, 2026
From You, Me & Tuscany to Euphoria: your complete entertainment guide to the week ahead
Halle Bailey and Regé-Jean Page star in a slinky new romcom, while the dissolute teens of the US drama are back in their 20s
Catawba Science Center celebrates Science Festival Month with 2 interactive events
April is North Carolina Science Festival Month, and Catawba Science Center will mark the occasion with two events focused on hands-on learning and exploration.
Inside Iowa Politics: Rob Sand’s plan to change elections
Democratic gubernatorial candidate Rob Sand wants to change Iowa's primary election system.
Inside Iowa Politics: Rob Sand’s plan to change elections
Democratic gubernatorial candidate Rob Sand wants to change Iowa's primary election system.
Inside Iowa Politics: Rob Sand’s plan to change elections
Democratic gubernatorial candidate Rob Sand wants to change Iowa's primary election system.
Dig for fossils, learn to code, and more: HCC's Community Science Night returns
Haywood Community College is welcoming back Community Science Night from 6-8 p.m. Thursday, April 23. This event is part of a statewide effort to hold community-based science-related events throughout April.
OU alum spotlights overlooked voices in sports with podcast ‘Sooner Girl Sports Pod’
An OU alum is giving a voice to student-athletes with “Sooner Girl Sports Pod,” a one-woman podcast covering all things OU sports.
Council to seek clarity on authority to hold public vote on Rock Creek Entertainment District TIF districts
Norman City Council will consider an agenda item Tuesday that could help determine if the city has authority to hold a public vote on the Rock Creek Entertainment District tax
City council to consider determining authority to bring entertainment district TIF to public vote
City council to consider determining authority to bring entertainment district TIF to public vote
Political analysts break down Trump's visit to Charlottesville
CHARLOTTESVILLE, Va. (CBS19 NEWS) — President Donald Trump made a brief and tightly controlled visit to Charlottesville on Friday, attending a private fundraiser at Trump Winery as he works to
Memorial Health Foundation fashion show raises over $142K
The Memorial Health Foundation 21st annual Fashion Show, this year with a Masquerade Ball theme, drew a large crowd and raised more than $142,000, with proceeds supporting local cancer patients and related health initiatives. The annual fundraiser supports the foundation’s cancer patient emergency fund and breast health initiatives, helping individuals undergoing treatment with expenses such […]
Altoona business owner accused of fraud
The owner and operator of Tipton Construction in Altoona was taken into custody Wednesday for allegedly committing a string of home improvement frauds. John Bailey Tipton II, 44, was arraigned Thursday by Magisterial District Judge Benjamin F. Jones on seven felony counts of making a false statement to induce agreement for home improvement services, five […]
BIA Business Perspective: Legislative crossover brings business priorities into focus
By Natch Greyes
Rome Health recognized by Newsweek magazine
Rome Health has been recognized by Newsweek magazine as one of "America's Greatest Midsize Workplaces in Health Care" for 2026, according to hospital officials.
Hungarian election could end Orbán's grip on power and alter Europe's political landscape
Fleming, Cassidy, Letlow
Treasurer John Fleming, left, Sen. Bill Cassidy, center, and Rep. Julia Letlow, right, are all running in the Republican primary for U.S. Senate.
City to consider seeking declaratory judgement on entertainment district TIF election
The Norman City Council will meet Tuesday to consider authorizing the city attorney’s office to initiate litigation to obtain a declaratory judgment on whether it has the legal authority to
Santa Fe business owners, residents sound off south-side homeless shelter plans
The new shelter will be operated by Interfaith Community Shelter on a 1.1-acre plot of land near Santa Fe Place mall.
Player Availability Report: #SKCvSJ
Player Availability Report is SportingKC.com’s look at the latest status updates around the team ahead of upcoming matches and is presented by Saint Luke’s. All details listed are from the league’s official Player Status Report that is submitted the day prior to the match. Sporting Kansas City is set to
Jeff Landry and Helena Moreno hope Hondo Rodeo Fest in New Orleans pays off
Horses paced on the deep pad of dirt spread across the floor of the Caesars Superdome Friday afternoon, listening to a sound check booming from the enormous concert stage.
America’s Car-Mart in Kirksville abruptly closes after 13 years in business
KIRKSVILLE, Mo. — A car dealership in northeast Missouri abruptly closed this week.
Alamo Drafthouse showing 'The Pitt' finale free for health care workers
Ten Alamo Drafthouse locations are hosting free screenings of "The Pitt" Season 2 finale on Monday, April 13. Limited tickets are available online.
Manipulating Science, Manipulating Us
Four decades ago, I and Gerald Markowitz published an article in the American Journal of Public Health that attracted a fair amount of attention. The article was about the history of the introduction of tetraethyl lead into gasoline in the 1920s. The article detailed the controversy over putting lead, even then a known industrial poison and neurotoxin, into the gasoline that was powering the new automobile, particularly those that were produced by the General Motors Company.
Jury starts deliberating states’ claim that Live Nation has a monopoly on concerts and ticketing
States argue Live Nation and Ticketmaster are driving up prices to see live music.
James Dainard on ‘Million Dollar Zombie Flips’ Season 2, lessons learned
Season 2 of A&E’s Seattle-set “Million Dollar Zombie Flips” premieres April 11.
Construction Business Taking a Hit From Iran Conflict
Rising prices for fuel and materials such as aluminum push up costs just as they were stabilizing. ‘This war just trashed that.’
MSU transparency proposal for sports nonprofit gets pulled over dissent
The resolution would require that materials from any entity the university's administration created could be accessed by the public and the trustees.
Jury starts deliberating states' claim that Live Nation has monopoly on concerts
Soon after starting deliberations the jury in Manhattan federal court told the judge it wanted to review certain testimony given at the five-week trial
Viktor Orbán Could Actually Lose Sunday’s Hungarian Election
The Hungarian leader faces an energized opposition—and questions about whether he would accept defeat.
From politics to punches: Biden Jr challenges Trump sons to cage fight
US politics already feels like a contact sport, but one of Washington's most bitter political feuds may literally be headed to the mat after former president Joe Biden's son challenged
Jury starts deliberating states' claim that Live Nation has a monopoly on concerts and ticketing
Jury deliberations have begun in a civil case pitting 34 states against the concert giant Live Nation Entertainment | 1080 WTIC NEWSTALK
18th Annual Hamilton Film Festival Set for July; Accepting Submissions Until May 15
Filmmakers are invited to submit their work to the 18th annual Hamilton New York International Film Festival.
Wisconsin's future Michelin stars, a new poke spot and murder mysteries
This week in the food and culture newsletter, Michelin comes to Wisconsin, reinventing "Much Ado," Blind Shot closes, two mysteries to read and more.
Missouri sports betting market officially launched: Get over $3,000 in sportsbook sign-up bonuses, promos
Missourians can now place sports bets with mobile sportsbooks and get Missouri sports betting offers for the Missouri betting launch
'Euphoria,' returning for a third season, launched a generation of new stars
“Euphoria” returns Sunday with its starry cast for a third season on HBO Max | Talk 1370
'Euphoria,' returning for a third season, launched a generation of new stars
“Euphoria” returns Sunday with its starry cast for a third season on HBO Max | KNSS Radio
$1M for office project in Broussard. See more in Acadiana construction.
Here's the latest building permits filed in Lafayette Parish.
‘He crushed it.’ Rummel senior’s home run against Jesuit creates 3-way tie for district lead.
Joel Morange didn’t have much reason to think his fly ball to left field would leave the park.
Pokemon Champions Review
Pokemon Champions brings competitive battling to the masses but fails to adequately explain all of its intricacies.
Public exhibit blends art, science and community knowledge
An art and science exhibit this spring at the Morris Thompson Cultural and Visitors Center in Fairbanks explores the beauty, complexity and changing nature of Alaska’s winter.
Part 1: From science fiction to stark reality: A free film and forum on AI
This is part one of a two-part series that will examine a growing public curiosity and concern about artificial intelligence and offer the community an opportunity to use examples from
Adaptive sports program visits Southern Arizona P.E. classes, wheelchairs in tow
When her class moved outside for P.E., special education teacher Tiffani Jaseph saw the excitement. After coaches and players from Adaptive Sports In Schools, or ASIS, unloaded dozens of wheelchairs at Copper View Elementary in the Sahuarita School District, they told students about racing the chairs and playing wheelchair basketball. Jaseph saw the difference in […]
Free Seattle art experiences? There’s a rewards app for that
With this loyalty program, local art lovers can earn free experiences like bookbinding classes, discounts on art purchases, theater tickets and other perks.
Alphabet Is Quietly Building Its Next Major Business -- and It Could Be Bigger Than You Think
Most investors think of AI as a race to build better models. But behind every AI system sits something far more important -- the infrastructure that powers it. And that's where Alphabet is quietly building something big.
WHO Says Iran Health System Is in Crisis, Commits $800,000 Emergency Funds
The World Health Organization released $800,000 from its emergency contingency fund to support the health response in Iran. Hanan Balkhy, a regional director for the United Nations agency, welcomed the current cease-fire but warned the health crisis in Iran was ongoing. “Humanitarian and health nee
SALARY GUIDE: Purdue’s top paid sports faculty
Here are the top five paid sports faculty members of 2025.
Whole Hog Politics: Vance’s Hungarian gambit
[Watch Whole Hog Politics live: Join us today at 9 a.m. EDT at TheHill.com as Chris Stirewalt and host Bill Sammon break down this week’s political news and answer questions from a live online audi…