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Annual Science Potpourri sparks kids’ interest in sciences — The Sun Star
The University of Alaska Fairbanks held its annual Science Potpourri Saturday to the delight of the children in attendance. Laughter and “oohs” and “awws” were heard many times as the event held demonstrations with explosions, microscopes, museum curation, and other items to get children interested
Fulshear leaders, businesses navigating rapid growth as population rises
Fulshear, one of the fastest-growing cities in the country, has grown from about 2,500 residents to more than 50,000, according to city leaders. Business owners say the population boom is bringing both new customers and growing pains, including heavier traffic and increased strain on infrastructure and public safety.
Cheyenne residents protest proposed business park near Roundtop Road
CHEYENNE, Wyo. — The Cheyenne City Council faced pushback from local residents Monday evening during a public hearing regarding the proposed annexation
Diabetes testing included in free Healthy Heart Project by Henry Ford Health
It's just a little finger poke, a drop of blood and just like that, you can learn if you're at risk for type 2 diabetes which can be doing slow, subtle damage in your body for years unnoticed.
House DFL hopeful that small-business relief from Operation Metro Surge could get GOP votes
Minnesota’s House Ways and Means Committee heard testimony from several business owners, school district members, and city leaders on Monday, as testifiers explained the impact of Operation Metro Surge on their respective spaces.
House DFL hopeful that small-business relief from Operation Metro Surge could get GOP votes
Minnesota’s House Ways and Means Committee heard testimony from several business owners, school district members, and city leaders on Monday, as testifiers explained the impact of Operation Metro Surge on their respective spaces.
Asphalt/concrete plant proposed for former Bentley’s entertainment complex
ASHLEY — Ashley Borough Council will hold a public hearing on Tuesday on a proposed rezoning of the property where the former Bentley’s entertainment complex sits to allow for the development of an asphalt/concrete processing plant.
THE WEEK OF APRIL 13, 2026
- Science groups criticize proposed budget cuts - Congress to hold budget hearings - White House abandons indirect costs case
JD Vance Seems to Ruin Everything He Touches
Does the vice president really think he has a shot in 2028, despite his consistent failures?
Scientists decode the dynamic heart of elephant grass chromosomes
Centromeres act as the control centers of chromosomes, ensuring accurate genetic inheritance during cell division, yet they remain among the least understood genomic regions due to their repetitive structure.
Public hearing set for Tuesday on trans ballot initiative
The measure requires schools to designate all sports teams as male, female or co-ed. It also requires public schools to maintain separate restrooms, locker rooms and shower rooms for girls and boys.
Review: Pragmata (Switch 2) - A Dazzling Puzzle-Shooter Driven By A Heartfelt Friendship
Hack the Moon!
Baker Adventist Christian School reports a successful Science Fair
BAKER CITY — Experiments were done, ideas were heard, and fun was had at the ...Read More
Men and women with obesity face very different hidden health risks
New research reveals that obesity affects men and women in surprisingly different ways. Men are more likely to develop harmful abdominal fat and signs of liver stress, while women show higher inflammation and cholesterol levels. These differences could help explain why health risks vary between sexes. Scientists say this could lead to more tailored treatments for obesity.
Scientists Say the Universe Will Eventually Tear Itself Apart
Relax, it’s only happening in theoretical physics—at least for now.
The Science of Strength: New Study Casts Doubt on Training to Failure
New research shows going all out may limit strength gains. Here’s the smarter way to build strength and muscle
Marshals Season 1, Episode 7 Recap: “Family Business”
Kayce and the Marshals team make time for little love—between bouts of bullets flying, of course.
BIZNOTE: After almost a quarter-century, Avalon Glassworks looking for new ownership for their unique West Seattle business
By Tracy Record West Seattle Blog editor More change is on the way for the heart of the Luna Park mini-business district. Shannon Felix and Jon Felix are looking for new ownership for Avalon Glassworks, which they've owned for 23 of its 33 years at 2914 SW Avalon Way. Their one-of-a-kind business - West Seattle's only commercial ...
Will thrilling Scottish title race be decided on goal difference?
Rangers' 6-3 win over Falkirk extends the Ibrox side's advantage over leaders Heart of Midlothian and Celtic should the Scottish Premiership title be decided on goal difference.
Fable PS5 Reportedly Delayed, GTA 6 Could Push It to 2027
Jeff Grubb hears of an internal delay at Microsoft
They Thought This Priest Was Poisoned. When the CT Scan Came Back, the Truth Was So Much Weirder.
Uh, how did that happen?
Illinois Court Hears Final Lawsuit Challenging Marijuana Social Equity Business Licensing Lottery
“We just want a fair shot. We’re not asking for anything special, no special privileges, but what they promised from the very beginning.” By Hannah Meisel, Capitol News Illinois Nearly seven years after Illinois lawmakers approved recreational cannabis legalization, applicants who lost out on coveted business licenses are still battling the state in court, alleging […]
Hearing aids can seem like a big step. This NYC Ballet principal dancer doesn't regret taking it.
According to the National Institutes of Health, less than a fifth of American adults aged 20 to 69 who could benefit from wearing hearing aids have ever used them.
Heartland Sports on The Breakfast Show 4/12
Heartland Sports on The Breakfast Show 4/12
2026 Greenville Heart Walk shines spotlight on survivors and heart health
The Heart Walk will be holding their first walk in Spartanburg County on Friday, April 17, at Fifth Third Park.
"Sweet blood doesn't attract mosquitoes: here is what actually attracts them according to science " - Futura-Sciences
At night, you hear the constant buzzing of a mosquito. By morning, there’s a fresh bite right on your cheek. Meanwhile, your partner slept peacefully through the night. During a walk with friends, you’re the one constantly swatting at tiny attacks on your legs, arms, and back. Like tiny vampires...
3 diet tweaks heart health nutrition scientist made to prevent disease
How quickly and when you eat could affect your metabolic and cardiovascular health, professor Sarah Berry said.
Beloved band’s fans heartbroken after key member dies in crash: ‘Fly high my brother!’
He was 67.
SPFL prepare for Old Firm play-off
The Scottish Professional Football League is preparing for a potential Old Firm Premiership play-off should the title race end in a deadlock between Rangers and Celtic. Daily Record) Lawrence Shankland looks increasingly likely to stay at Heart of Midlothian until the end of the 30-year-old Scotland striker's current contract despite long-standing interest in his signature from Rangers. (Football Insider)
Business Bulletin: Hearthstone wins; Jackie Joyner-Kersee benefits; Capes Sokol celebrates
Catch up on local business awards, certifications, and expansions.
Masters 2026: Rory McIlroy faces history or heartbreak on Sunday at Augusta
Bay Area fans celebrate Artemis II splashdown with a roar at Chabot Space Center in Oakland
When the astronauts of the Artemis II splashed down off the coast of San Diego on Friday, cheers were heard around the country -- even in Oakland. Hundreds came out to the Chabot Space and Science Center in the Oakland Hills to celebrate the historical event.
Masters 2026: Masters 2026: Rory McIlroy faces history or heartbreak on Sunday at Augusta
McIlroy will either become just the fourth player ever to win back-to-back Masters, or will have given up the largest 36-hole lead in tournament history.
Kids with heart defects soar on zip lines at University Health Kids Heart Camp
SAN ANTONIO - Kids battling some very serious health dificulties got the chance toTwo dozen children born with heart defects spent Saturday trying out the kind
Small business marketplace opens up in Warren
Helping bring communities that are drifting apart back together. That was the push behind the launch of Hands and Heart United’s spring market Saturday afternoon.
Book crawl brings business to local small businesses
Book lovers rejoice, your demands were heard for the return of a book crawl.
'DWTS' alum Hayley Erbert says her heart is 'breaking into a million pieces' after having first baby with Derek Hough
'DWTS' alum Hayley Erbert says her heart is 'breaking into a million pieces' after having her first baby with Derek Hough two years after a life-threatening health scare: 'Motherhood is even more complex and contradicting than I could have ever imagined.'
‘Her recovery literally is miraculous’: Walmart Heart celebrates Church Hill girl after series of health issues
KINGSPORT, Tenn. (WJHL) — The Church Hill community gathered at Walmart in Kingsport on Saturday to support a girl who has made a remarkable recovery after facing serious health issues. Charleigh M…
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.
Nintendo Prime: Nintendo is spreading fake information internally to patch leaks
Nintendo is an extremely secretive company but in recent weeks they’ve sprung some leaks and it isn’t the first time that it has happened. YouTuber Nintendo Prime says he has heard from his sources…
2026 Greenville Heart Walk shines spotlight on survivors and heart health
“The purpose, the meaning of this Heart Walk is just community.”
“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.
Borderlands 4 Nintendo Switch 2 copies apparently spotted in the wild despite the game being put on hold indefinitely
There’s been an interesting development with the Nintendo Switch 2 version of Borderlands 4 as the game has now been spotted at retail. You may originally recall that the port was planned for release last October. However, it was delayed just a few days before release. Then in February, we heard that development had been paused. That brings us to...
Heartland Sports on The Breakfast Show 4/11
Heartland Sports on The Breakfast Show 4/11
Early weight gain is linked to lifelong health consequences
Putting on weight earlier in life may be more dangerous than previously thought. Researchers found that early adulthood obesity significantly raises the risk of premature death, especially from major diseases like heart disease and diabetes. The longer the body carries excess weight, the greater the damage appears to be. Interestingly, cancer risk in women didn’t follow this pattern, suggesting other biological factors are at play.
Early weight gain is linked to lifelong health consequences
Putting on weight earlier in life may be more dangerous than previously thought. Researchers found that early adulthood obesity significantly raises the risk of premature death, especially from major diseases like heart disease and diabetes. The longer the body carries excess weight, the greater the damage appears to be. Interestingly, cancer risk in women didn’t follow this pattern, suggesting other biological factors are at play.
Colorado Politics calendar Apr. 13-19
CoPo’s weekly political calendar will help you find political and public-policy events throughout Colorado. It includes candidate and issue campaign events, public policy meetings, court hearings, state and local party conventions, assemblies, debates, rallies, parades, speaking engagements, traveling dignitary appearances, water meetings, book signings, county commission hearings, city council meetings and more. As a subscriber, […]
Americans are eating up the meat industry's health claims
Consumer appetites for protein are fueling record meat sales, raising experts’ concerns about the risk of heart disease and other illnesses.
Final Carnegie Science Lecture Explores the Hidden Hearts of Distant Worlds
Ever wonder what's inside a planet? Carnegie Science tackles the topic for the fourth and final of its free lectures: "How to Look Inside an Exoplanet" on Monda
U.S. Small Business Administration in Helena to hear local perspective
A leader with the U.S. Small Business Administration was in Helena this week, to hear what’s on the minds of local business owners.
Microsoft Teams is finally fixing those awkward "can you hear me?" moments
A mic test is coming soon.
From Hollywood headlines to Heartland buzz: Are you on the pulse?
Test your knowledge of entertainment with this quiz on celebrities, trends and headline-making moments. Featured this week: guess the iconic duo and who is causing a stir in Hollywood.
Energy drink boom raises heart health concerns, doctors warn
FORT WAYNE, Ind. (WANE) — As energy drinks continue to grow in popularity, health experts in Fort Wayne are raising concerns about what frequent consumption could be doing to the heart. Many of the…
Business Leaders Contribute More Than $200,000 to Heart of Oregon’s Legacy 25 Campaign
Heart of Oregon Corps, in collaboration with Central Oregon Builders Association, invited local businesses to “Make Your Mark” by investing in Central Oregon’s first youth workforce development campus at a special campus breakfast on April 1 that raised more than $200,000 from the corporate community, including a $100,000 gift from BASX. “We are so pleased to […]
Scientists Successfully Made Advanced, Lab-Grown Brains—Could They Become Conscious?
Now, prototype spinal cords are part of the brain organoid assembly.
Teddi Mellencamp reveals she's dating an older man who’s been 'pretty good' amid her ongoing cancer battle
Teddi Mellencamp reveals she's dating an older man who has been 'pretty good' amid her ongoing cancer battle.
Artemis II reentry will create a sonic boom. Here’s how to report it
Southern Californians might hear a sonic boom as NASA's Artemis II moon mission reenters the atmosphere off the coast of San Diego Friday evening, the U.S. Geological Survey said.
Pirates get 1st hit off Cubs' Thielbar in 7th inning after Imanaga departs
Shota Imanaga pitched six sharp innings for the Chicago Cubs before Ryan O’Hearn led off the seventh with a single to right off Caleb Thielbar for Pittsburgh’s first hit of the game | 97.3 The Sky
Democrats turn to strikers to talk politics under GOP majority
With only a handful of their bills getting a chance to be heard in committee, legislative Democrats have turned to striker amendments to generate attention.
Scientists Discovered the Secret Behind Earth’s “Gold Kitchen”
Submarine subduction zones are rich in the most noble of all metals.
UC People: Mary Blackburn, public health pioneer
Trailblazing Black dietitian Mary Blackburn began her University of California career in the tumultuous Civil Rights era.
Have You Used A.I. Chatbots for Nutrition Advice?
Whether you’re looking to manage a health condition, lose weight or simply eat better, we want to hear from you.
Scientists Think Children May Hold the Key to Understanding Death
Brushes with death can have lasting effects, but very few studies bother to ask children about them.
Here's two words employers deserve to hear more often
Businesses create jobs, build housing, and a community partners. Are we appreciating what they bring to WA?
Epstein survivors criticise Melania Trump after surprise statement
First lady had called for a public hearing for survivors but a group of those affected say they have ‘done their part’ and reiterate calls for Pam Bondi to be questioned
Confessions from a laid-off sports columnist: Candace Buckner is done being sidelined
Sipping lattes and watering my garden of grievances didn't fill the stadium-sized hole in my heart. Thanks, sports, for letting me back in.
Pittsfield Health Shuts Down North Street Eatery for 'Pests'
Closed sign on Iztac's front door. PITTSFIELD, Mass. — Iztac Mexican Restaurant is currently shut down by the Health Department. A hearing at the Board of...
Novartis pumps up community health footprint to tackle heart disease and cancer
Novartis is
So When Can We Call Wisconsin a Blue State?
The state’s Republicans are in a dire situation. Let’s keep it that way.
Dawand Jones' Health Update - 04.09.26
On today's episode of Cleveland Browns Daily, Tackle Dawand Jones stops by to give us an update on his health and his recovery from last season's injury. The guys hear from our great friend Greg Cosell as he breaks down this year's wide receiver class and
Scientists Are Turning Bread into Fuel. It Could Revolutionize Manufacturing.
Bacteria and breadcrumbs could soon replace fossil fuels—and drastically lower harmful emissions.
Samsung quietly increased the price of two Galaxy Z Fold 7 models
Maybe you’re tired of hearing about memory price hikes and the potential of increased smartphone prices. Well, it’s starting to...
The lifesaving catch that changed everything
Javon Brumsey's lifesaving catch saw him take on heart surgery and recover with the ECU Health Cardiovascular and Pulmonary Rehab program.
2026 Peabody Awards Entertainment Nominations
Additional noteworthy TV shows up for the prestigious honor, designed to recognize impactful small-screen storytelling, include 'Adolescence,' 'Andor,' 'Death by Lightning,' 'Dying for Sex,' 'Forever,' 'Mussolini: Son of the Century,' 'Pluribus' and 'The Rehearsal.'
Trump Totally Wants to Appoint His Own Pope, Doesn’t He?
Apparently, the White House and the Vatican are feuding. The historical precedents for this kind of power struggle are so absolutely delicious.
Cardio vs. Strength: Cardiologist on Which Is Better for Heart Health
In TODAY.com's Expert Tip of the Day, a cardiologist weighs in on the best type of exercise routine for heart health and heart disease prevention.
‘Shoutout’: Caleb Hearon talks comedy, queerness, politics, and more at latest SPB event
Life advice. Dream blunt rotations. An accidental 6-7 joke. Comedian Caleb Hearon brought it all to the Clark-Fox Forum in front of a packed crowd of WashU undergraduates last Wednesday, April 1. Student Union’s Social Programming Board (SPB) teased the event for weeks leading up to the show.
High school sports results for Wednesday, April 8, 2026
WEDNESDAY’S RESULTS Baseball CITY LEAGUE Brashear 15, Perry 0 (3) Obama Academy 19, Westinghouse 0 (4) WPIAL CLASS 6A Section 1 Butler 1, North Allegheny...
Scientists discover spice synergy that boosts anti-inflammation 100x
Chronic inflammation often works quietly in the background but can fuel serious diseases like diabetes, heart disease, and cancer. New research reveals that everyday plant compounds—like menthol from mint, cineole from eucalyptus, and capsaicin from chili peppers—can team up inside immune cells to dramatically boost their anti-inflammatory power. While individual compounds showed modest effects, certain combinations amplified results hundreds of times over by activating different cellular pathways at once.
Scientists discover spice synergy that boosts anti-inflammation 100x
Chronic inflammation often works quietly in the background but can fuel serious diseases like diabetes, heart disease, and cancer. New research reveals that everyday plant compounds—like menthol from mint, cineole from eucalyptus, and capsaicin from chili peppers—can team up inside immune cells to dramatically boost their anti-inflammatory power. While individual compounds showed modest effects, certain combinations amplified results hundreds of times over by activating different cellular pathways at once.
Lebanon conflict drives mental health crisis for displaced women: “We hear, see and feel pain constantly” | UN Women
Escalating conflict in Lebanon has forced hundreds of thousands of women and girls to flee their homes, and women are on the frontlines of the response
New gene therapy may help protect the hearts of patients with Friedreich's ataxia
A majority of deaths from Friedreich's ataxia are associated with heart complications. A new treatment years in the making could provide some much-needed relief.
TRADING DAY Markets gorge on huge TACO
World markets soared on Wednesday and oil had its biggest fall in five years, as investors gave a hearty welcome to the ceasefire in the Iran war. The question now is whether this is just a mega-relief rally, or a major turning point in sentiment.
What is the quantum ‘Ghost Murmur’ purportedly used in Iran? Scientists question CIA’s claim of long-range heartbeat detection
Ghost Murmur was described as a futuristic CIA tool that could detect a heartbeat from vast distances. Physicists say the public story clashes with the basic limits of magnetic sensing
SGMC Health Honors Lane with Safe Care Award
SGMC Health recognized Peter Lane, a certified clinical perfusionist, with the Safe Care Award for his exceptional attention to detail, clinical expertise, and unwavering commitment to advocating for patients. During open‑heart surgery, clinical […]
Why early menopause could increase your heart attack risk
Early menopause may increase a woman’s risk of having a heart attack later in life. Learn how to maintain heart health after early menopause.
Xbox Achievements Are Getting A 'Refresh' With Multiple New Improvements
"We’re excited to hear what you think"
Amid license review, Camp Mystic being investigated by Texas Rangers and state health officials
Camp Mystic filed to renew its license in March. Lt. Gov. Dan Patrick has repeatedly urged state officials to reject the application.
The importance of NCAR: voices from science, congress and film
NCAR, the National Center for Atmospheric Research, is a trusted and esteemed scientific institution, and it’s in the heart of the Boulder community. Under the Trump administration, the U.S. Office of Management and Budget has announced plans to dismantle NCAR, citing it as a source of “climate alarmism.” KGNU’s ...
The World’s First Computer Sank 2,000 Years Ago. Science Finally Solved One of Its Biggest Mysteries.
This ancient technological marvel was staggeringly far ahead of its time.
Bicycle bell designed to defeat noise-cancelling headphones
Škoda's DuoBell is designed to be heard by people wearing high-end headphones, inexpensively blowing through active noise cancellation without being ridiculously loud or unnecessarily "smart." It's a "simple analog solution"…
State House hearing focuses on gaps in racial wealth, home, business ownership
Despite some modest gains, Blacks and Latinos in Massachusetts are trailing whites in homeownership, business ownership, and wealth accumulation, state officials said during a State House hearing held last week.
Entire Human Populations Vanished 3,000 Years Ago. Scientists Figured Out Where They Went.
The population drop opened the door for outsiders to repopulate with new demographics and cultures.
Rumor: 007 First Light delayed indefinitely on Nintendo Switch 2 [update: summer delay]
Original: Rumor has it that the Nintendo Switch 2 version of 007 First Light has been hit with its own delay. 007 First Light was originally planned for release for all platforms on March 27, 2026. IO Interactive later pushed the launch back to May 27, 2026, and last we heard, the new date also applied to Nintendo Switch 2....
Scientists Are Using Sound Waves to Bend Materials to Their Will
Futuristic control of structure in some materials is being made possible by a physics loophole.
Kalamazoo production to bridge exploitation and entertainment during piano fest
"Good Night, Oscar" examines the intersection of humor and heartbreak while exploring themes of mental illness, celebrity exploitation, and entertainment’s impact on society.
5 Questions with Public Health Senior Ammad Hasan
The Class of 2026 graduate works to boost heart health, with a legacy that will endure on the Forty Acres.