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NASA’s Curiosity Finds Organic Molecules Never Seen Before on Mars
After years of lab work, the results are in: A rock that NASA’s Curiosity Mars rover drilled and analyzed in 2020 includes the most diverse collection of
Scientists just captured trees glowing with electricity during storms
Scientists chasing thunderstorms in a retrofitted minivan finally captured something never seen before in nature: faint electrical glows shimmering from treetops during a storm. These “corona discharges,” long suspected but never observed outside a lab, appeared as tiny UV flashes at the tips of leaves. The discovery could reshape how we understand forests, since these bursts may help clean the air by breaking down pollutants.
From novices to advocates: Stanislaus County parents want more computer science classes in schools
After learning basic computer skills, a group of parents hopes their efforts will lead to increased access to computer science, which remains uneven across the state.
N.Y. GOP bill responds to board denying Bruce Blakeman public campaign funds
Lawmakers say the board added a joint filing requirement but never notified the candidates of the change.
20 years later, Nintendo's weird RPG Mother 3 remains the greatest game never sold
Mother 3, the sequel to Earthbound, came out 20 years ago today--but not in America, where it's never been released.
TV Tinsel: David Duchovny leaves fiction behind in 'Secrets Declassified'
Actor David Duchovny, who starred in one of the most successful science fiction shows of all time, “The X-Files,” doesn’t care for science fiction. “I've never really been interested in
WrestleMania 42 Night 2 results, full list of winners
WWE WrestleMania 42 is in the books, after an action-packed weekend at Allegiant Stadium in Las Vegas, Nevada. On Sunday night, Night 2 took place with four championships on the line. In the main event, Roman Reigns pinned CM Punk…
Tehran will never cede control of Strait of Hormuz, senior Iranian politician tells BBC
"Iran will decide the right of passage" through the crucial shipping route, Ebrahim Azizi tells the BBC's Lyse Doucet.
BlackHawk to play Niswonger show on May 8
GREENEVILLE — The Niswonger Performing Arts Center (NPAC) is excited to announce that the CMA-nominated country music group BlackHawk will perform on Friday, May 8, at 7:30 p.m. Doors open
The Blogs: Politics Must Never Trump Morality
From the blog of Andy Blumenthal at The Times of Israel
iPhone and Samsung flashlight tricks you should know
Your iPhone and Samsung phone flashlights have hidden controls for brightness, beam width and voice commands that most people have never tried.
Naked mole rats wage bloody wars of succession to choose a new queen — but one colony did something scientists have never seen before
When their queen dies, naked mole rat females usually wage bloody battles of succession. But peace may be possible, a new study suggests
Indeed exec details why they'll never have an AI token leaderboard
"We track token use, but we use it in the background," Indeed's chief information officer, Anthony Moisant, told Business Insider.
Report: Romano claims full future agreement for Liverpool star
Robertson Exit Looms as Liverpool Face Summer ShiftThere is a quiet inevitability to the way football moves on. At Liverpool, where eras tend to be defined by consistency and identity, the prospect of...
Behind Trump’s Public Bravado on the War, He Grapples With His Own Fears
The president’s impulsive style has never been tested in a sustained military conflict, and he’s been ruminating on Jimmy Carter’s failure in Iran.
Why isn't Pete Davidson in 'Lorne,' the new documentary about 'SNL' boss Lorne Michaels? Its director explains
'Lorne' director Morgan Neville reveals why Pete Davidson isn't in his new documentary about 'SNL' boss Lorne Michaels.
Scientists Discover a Strange Arachnid Trapped in Amber 35 Million Years Ago
We've never seen these here before.
Why don't some kids play sports? Maybe you should ask them
How we can better understand what our sons and daughters are going through with sports, and why some kids aren't participating. It's never too late.
Robert Kennedy Jr.-style health acolyte makes waves in St. Clair County
Dr. Remington Nevin has attracted fervent supporters and detractors as he remakes public health strategy in St. Clair County.
Eileen Gu is at the top of her sport. Now, she’s out to fight ‘the bad guys’
Eileen Gu is never one to shirk a challenge. After a successful 2026 Winter Olympics, Gu sat down with CNN Sports to discuss her successes and future plans.
St. Clair Co. Medical Director Nevin pushes twist on public health
Dr. Remington Nevin, the county medical director, helps to lead the monthly meeting of the St. Clair County Advisory Board of Health.
See you out there! | New opportunities in the most unlikely of places
Never in my mind did I think I’d be on the Central Coast covering perfect games and championship-caliber basketball teams throwing up 3-pointers like it was a pickup game.
Once Dubbed ‘Toughest Babe in Business,’ Philanthropist Rides Around Hometown in ‘Sports Car’ Golf Cart and Helps Artists
"I never thought I'd come back," says Wall Street legend Darla Moore of returning to her hometown of Lake City, S.C.
The reinvention of Devin Vassell: Why less is more for the Spurs' overlooked key to title contention
The sixth-year wing isn't featured the way he used to be, but he's never meant more to a Spurs team with title aspirations
Cyprus: Global politics felt at Candidates chess tournaments
The FIDE Candidates tournaments are two of the most important events in the chess calendar. This year, they took place in Cyprus. But tension relating to Russia and the war in the Middle East was never too far away.
Rewriting political memory in Chile
Chile has elected extreme-right candidate José Antonio Kast as its new president. His victory, argues Anitta Kynsilehto, may reflect a broader process of rewriting political memory in the post-dictatorship era, suggesting that Chileans' memories of 'never again' moments are beginning to fade
Indonesia and the politics of platform governance
The relationship between governments and digital platforms is never simple. Governments can introduce regulations, but digital platforms also possess enormous power through the technologies, algorithms, and global information infrastructure they control.
Amazon will reportedly never release another new Android-based Fire TV Stick — It’s Vega OS only from this point on
With this week's disappointing release of the new Fire TV Stick HD, Amazon's second streaming device to run its Vega operating system, the future of Android-based Fire TVs is looking bleak.
Jose Mourinho Has Entered the Newcastle Conversation
Newcastle United are approaching decision time on Eddie Howe’s future as the manager of the side. An awful end to the season and a team that cannot escape their never-ending struggles, currently sitting in the very lower half of the Premier League table, simply screams for action. Howe remains in charge and, seemingly, for some […]
College of Business team places third nationally in AMA Collegiate Case Competition
University of Nevada, Reno College of Business students placed third nationally in the AMA Collegiate Case Competition after presenting a Major League Baseball marketing strategy.
As a small business owner, I never expected to pay $100,000 protecting my business from ransomware
This is a $131 billion tax on the American economy, spread across small business owners like myself.
Could more cattle cause record beef prices to drop? Ranchers say it's not that simple
It’s never been so expensive for Americans to buy a steak or hamburger, but cutting those costs requires ranchers to raise more cattle, and that’s not an easy ask.
April Las Vegas headliners. David Byrne, Cyndi Lauper, Phish included
Las Vegas is known for its entertainment and people traveling into the Southern Nevada city may be wondering what shows are coming up. Here's the list.
JPMorganChase partners with sports legends to help athletes master their money
Athletes’ careers are unpredictable. Fewer than 2% of NCAA college athletes turn professional and many professional athletes retire before they’re 35. Yet nearly 65% of athletes say they never had financial education in school. To help address the unique challenges athletes face, JPMorganChase announced a new initiative to help athletes navigate every aspect of their financial lives, from early career stages […]
Brook Lopez channels Skeletor ahead of Clippers' regular season finale
LOS ANGELES -- Brook Lopez has never been one to blend into the background.
Anitta, like you've never heard her before. The Brazilian superstar talks new album, 'SNL' and God
Anitta’s upcoming album “Equilibrium” showcases her roots with a vibrant mix of Brazilian funk, samba, bossa nova and more | WBEN
Scientists Stunned: A Giant Sea Creature Still Hides Unseen in the Ocean - Futura-Sciences
The Elusive Ghost of the Depths In the vast expanse of the world’s oceans, some species still manage to escape the all-seeing gaze of humankind. Among these slippery escape artists, one creature in particular consistently evades every scientific effort to observe it. In fact, scientists have never witnessed a single...
A crushed fossil revealed a dinosaur that shouldn’t have existed
A badly mangled dinosaur skull, once forgotten in a drawer, turned out to be a rare and important discovery. Reconstructed by a Virginia Tech student, it revealed a new species of early carnivorous dinosaur with unusual features never seen before. The fossil suggests some dinosaur groups were wiped out during the end-Triassic extinction, not just their rivals. It may represent one of the last survivors of an ancient dinosaur lineage.
New model helps investors and regulators understand complex businesses and see their positive sides
Warren Buffett advised that you should never invest in a business you can't understand. But that hasn't stopped many investors. New research from the McCombs School of Business at The University of Texas ...
Scientists just solved a 160-million-year fossil mystery “I’ve never seen anything like it”
A rare fossil discovery is shedding light on the “missing years” of early sponge evolution. Scientists found a 550-million-year-old sponge that likely lacked hard skeletal parts, explaining why earlier fossils are so scarce. This supports the idea that the earliest sponges were soft-bodied and rarely preserved. The finding changes how researchers hunt for the origins of animal life.
LVRJ Business 7@7 | Here’s how much you need to make to be considered ‘rich’ in Nevada
Here’s how much you need to make to be considered ‘rich’ in Nevada
Reno Pro Soccer's $350M entertainment district 'The Boulevard Reno' includes hotel/casino
The group behind Reno Pro Soccer's attempt to build a first-of-its-kind soccer stadium in Northern Nevada has submitted a pre-planning application for its ambit
Reno Pro Soccer's $350M entertainment district 'The Boulevard Reno' includes hotel/casino
The group behind Reno Pro Soccer's attempt to build a first-of-its-kind soccer stadium in Northern Nevada has submitted a pre-planning application for its ambit
Reno Pro Soccer's $350M entertainment district 'The Boulevard Reno' includes hotel/casino
The group behind Reno Pro Soccer's attempt to build a first-of-its-kind soccer stadium in Northern Nevada has submitted a pre-planning application for its ambit
Parenting and Politics: How to Talk to Kids about War
Parenting in times of conflict is never simple. But it is also an opportunity to raise thoughtful, compassionate, and courageous children with a strong moral compass.
OPINION | More than a vote: discovering my place in politics
In high school, I viewed politics as one of the most mind-numbing subjects imaginable. From my perspective, Congress was dominated by wealthy, older white men and my single vote felt insignificant, as though it could never truly represent me. Politics seemed distant, unrelatable and ultimately pointless. In 2024, however, Congress reached a record high of...
More than a vote: discovering my place in politics
In high school, I viewed politics as one of the most mind-numbing subjects imaginable. From my perspective, Congress was dominated by wealthy, older white men and my single vote felt insignificant, as though it could never truly represent me. Politics seemed distant, unrelatable and ultimately pointless. In 2024, however, Congress reached a record high of...
Nevada State University joins NAIA for athletics, adds more sports
Nevada State University has a new home for its burgeoning athletics department.
What Is Business For? The Question Strategic Management Has Never Answered
The field of strategic management has grown more rigorous – and less relevant – as it avoids the question of business purpose.
WNBA draft picks are about to get paid like never before: 'It's an incredible time'
This year’s top draft pick is projected to earn $500,000, six times the $78,000 last year’s No. 1 selection was paid.
Scientists just recreated a rare cosmic reaction never seen before
A breakthrough experiment has shed new light on one of astrophysics’ biggest mysteries: the origin of rare proton-rich elements. For the first time, scientists directly measured a key reaction that creates selenium-74 using a rare isotope beam. The results sharpen models of how these elements form in supernova explosions, cutting uncertainty in half. But the findings also reveal gaps in current theories, hinting that the story isn’t complete yet.
After three years of conflict, Sudan faces a deeper health crisis
14 April 2026, Geneva, Cairo, Port Sudan – Three years of war in Sudan have created the world’s largest humanitarian and displacement crisis, with devastating consequences for people’s health.While the situation is...
The Pixel 10 is getting a major security boost you'll never actually see
Google is bringing memory-safe Rust code to the Pixel 10 modem to protect users from remote hacking and memory-safety vulnerabilities.
Zay Flowers says inconsistency doomed Ravens in 2025 season
Ravens wide receiver Zay Flowers says 'inconsistency' due to injuries and uneven play led to the team's 2025 disappointment.
Nevada investigators: Man defrauded Las Vegas sports betting investors
Investigators in Nevada allege a man defrauded investors out of tens of thousands of dollars as part of a Las Vegas sports betting scheme, the 8 News Now Investigators have learned.
Entrepreneurship was never easy, but it doesn’t need to be relentless
Why entrepreneurs and small business owners struggle with mental health, and how intelligent systems can improve that.
Why does déjà vu happen, and can science explain it?
Learning with TOI News: You’re walking into a place you’ve never been to before. And yet, for a fleeting moment, it feels known. Not vaguely familiar, but specific, like a me.
Masters 2026: Only one question remains for Rory McIlroy — how high will he climb among golf's all-time greats?
McIlroy may never have the numbers to catch Jack Nicklaus or Tiger Woods, but he certainly has a pathway to No. 3 all-time.
Scientists Capture Hidden Electron Patterns Inside Quantum Materials
A new imaging technique uncovers how electronic patterns in quantum materials evolve unevenly across space and temperature.
A president and a pope: Two of the world’s most influential Americans at odds over Iran
Never before has the relationship between Washington and the Vatican revolved around two Americans — specifically, a 79-year-old politician from Queens and a 70-year-old pontiff from Chicago.
‘The Pitt’ Guest Star Shawn Hatosy Could Make Emmy History
Hatosy won Emmy gold for his performance in the medical drama last year, and this year, he could pull off a never-before-seen feat.
James Uthmeier gets endorsement from Florida Police Benevolent Association
Police organization representing 30K cops in Florida says Uthmeier is committed to law and order.
Why you never forget how to ride a bike
The brain stores skills differently than facts, making them harder to forget.
Coffee and granola: How a uniquely Pittsburgh partnership is helping local businesses grow
Derek Davies never intended to return to Pittsburgh. He had one goal by the time he graduated from North Allegheny High School: “Get the hell out...
UFC signs Gable Steveson, announces debut date
It's seemed inevitable, but Gable Steveson is headed to the UFC.
Childers never doubted Victory Lane return: 'Not a chance in hell'
Rodney Childers, crew chief for Zilisch and JRM's No. 1 Chevrolet, responds when asked if he ever doubted he'd make it to Victory Lane again.
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
Seniors: Dennis Ouellette, 80
Ontario Orchards owner not slowing down as he grows his farm market By Stefan Yablonski The seeds for Dennis Ouellette’s career path were sown when he was 6 years old — and he isn’t slowing down. “Since age 6, I grew up an agriculturalist. That is 72 years. Started out with a 37-acre farm when I bought it from my parents and built it up to almost 300 acres. Brought it back down to around 200 acres now,” he said. The location of his business was just a barn, a horse barn, he said. “In 1967, it officially became Ontario Orchards Farm Market. My wife [June] and I graduated [high school] in 1964 and three years later we became Ontario Orchards. We have been here more than 60 years,” he explained. “It is the same location. We have expanded over the years as the customers mentioned different things; we have expanded to bring in different products. “What keeps me going is I totally enjoy what I am doing. I enjoy the people that I work with. The customers are wonderful. Mostly, more important than anything, is my family — my wife, my daughters, grandchildren, son-in-law — we are still very much a family business I’m not going to retire just yet.” He also enjoys the changing seasons. “Ontario Orchards is a four-season business. There is always something new; more energy, more interest. Not only for the business but for my staff, the people that work here. Things keep changing, changing. We are always looking forward to something new and exciting,” he said. They work with quite a number of local farmers within the area and throughout the state, throughout the country and from around the world.” “We do have things from different countries around the world. But specifically, we are very excited about the local. We have an over 200-acre farm. We sell just about everything we raise on that farm right here at the farm market. For example, we press cider year-round. We make baked goods every day, year-round. We sell our apples 12 months a year.” “Today, there are so many products in Ontario Orchards that we never would have thought of in 1967,” he continued. “I attribute a lot of that to my daughters. I like the young blood and new energy. That is very crucial to a business, it keeps it vibrant.” What’s his favorite part of the job? “I don’t have a favorite part. I enjoy it all. I have a lot of intertest in other things,” he said. “I have staff that knows so much. I can go to the staff and say, ‘I don’t know what this is, you tell me what this is.’ They are so knowledgeable. It is impossible for one person to know everything in this place. In the summer, staff is about 60; in the winter about 20, 25.” He added that he plans on being around for several more years.
‘I jumped at it’: Australia’s new CDC chief on trust, misinformation and never being surprised by a health threat
Zoe Wainer’s parents started the country’s first public abortion clinic. Now she is making history too, as the inaugural head of the Australian Centre for Disease Control
Golden Knights have chance to clinch playoff berth against Avalanche
It has taken longer than anticipated for the Vegas Golden Knights to reach this point, but better late than never.
“AI polls” are fake polls
A few weeks after Donald Trump’s second presidential win, I took the train up from London (where I was living at the time) to Oxford to attend a conference on polls and forecasts of the 2024 election. Most of the attendees were pollsters or academics, but I also watched presentations from Aaru and Electric Twin, two companies that do what is interchangeably called synthetic sampling, silicon sampling, or synthetic audiences. Stripped of startup jargon, that means they use large language models (LLMs) to simulate responses to public opinion polls by having AI agents take on the role of survey respondents. I had already heard of Aaru thanks to some articles with eye-catching headlines like “No people, no problem: AI chatbots predict elections better than humans” in the months leading up to Election Day. The founders were making some big, some might even say far-fetched claims, such as: “within two years, we will simulate the entire globe — from the way crops are grown in Ukraine to how that impacts production of oil in Iraq, trade through the strait of Malacca, and elections for the mayor of Baltimore.” When Semafor asked Aaru’s cofounders — Cameron Fink and Ned Koh — about my boss, they said “we respect all those who came before us.” Nate (as he so often does) shared his thoughts on Twitter: Fink and Koh were relatively good-natured about this back-and-forth when we spoke at Oxford. They even offered to mail me one of the t-shirts featuring Nate’s quote they apparently had made. I never took them up on the offer, which I now somewhat regret. These synthetic sampling companies fell off my radar for a while, but they do still exist. In fact, Aaru recently received a $1 billion valuation. Is what they’re doing anywhere close to the most important frontier in AI development? Not by a longshot, especially when Anthropic just developed a model so adept at exploiting software vulnerabilities that it’s only being released to 40 companies. Still, silicon sampling is increasingly finding its way into public polling. Axios reported in March that “a majority of people trust their own doctors and nurses” based on findings from Aaru — without mentioning that the “people” in that sentence were actually LLMs. Around the same time, the Public Sentiment Institute “boosted” their online sample of 373 real survey respondents with 114 AI agents.1 (Spoiler alert: even the co-founder of Electric Twin doesn’t think that’s a particularly defensible approach.) Polling companies like Qualtrics and Ipsos are also developing synthetic data panels. So, what should we make of these … “polls”? Let’s get one thing out of the way: whatever they are, they’re not polls in the way that term is usually defined. Subscribe You can’t replace polls with AI On one hand, using LLMs to essentially make up fake survey respondents sort of sounds like the dumbest idea ever, one that will at best imperfectly replicate real polls while introducing all sorts of biases. On the other hand, with LLMs improving at a remarkable, perhaps even alarming rate, maybe that means I’m a dinosaur at the ripe old age of 24 because I still want to rely on polls that talk to actual people. I’m not going to argue that synthetic samples are completely useless. In fact, as I’ll return to later, there is evidence that some techniques can replicate topline survey results quickly and cheaply. But the marketing from certain companies can be slightly optimistic. “No traditional poll will exist by the time the next general election occurs,” said Fink in 2024. We’re just 206 days away from the midterms, and based on the fact that I still have to collect a bunch of polls every day, I’d say he should have run that prediction by a sample of AI agents before the interview.2 To see why synthetic samples can’t replace polls, here’s a quick primer on how they work. The simplest version of these models involves taking a LLM (like ChatGPT or Claude), giving it a demographic profile (e.g., a white, college-educated woman who lives in Utah and makes $70k a year), and then asking it to respond to a survey question. You repeat that process a few thousand times using different demographic profiles and end up with a sample of synthetic survey responses. The actual models used by private companies are more sophisticated than this, usually because they incorporate more hypothesized demographic characteristics for each agent and provide them with extra information. Aaru, for example, feeds agents a diet of news and information they’d be likely to consume, while Electric Twin incorporates their customers’ proprietary data about the audience they’re trying to replicate. The way Ben Warner, the co-founder of Electric Twin, explained it to me was “we have a large amount of data on […] for instance, 5,000 people. Can we make an accurate prediction of how they would respond to another question?” Still, it should be obvious why synthetic samples can’t replace polls. Polling is fundamentally a data collection process. We might use surveys to make predictions by feeding them into election forecasts, but the main purpose of a poll isn’t prediction, it’s gathering new data about what people think and how they feel. Silicon sampling, on the other hand, produces no new data. It’s simply a model: you input LLM training data, demographic prompts, and a bunch of other information, and it spits out a prediction for what a poll would say. We love models here, but models aren’t polls. That difference is an important philosophical sticking point for most pollsters I talk to. “I think politics should stay away from [synthetic sampling], because we’re trying to […] represent the voice of the people,” said Natalie Jackson, a vice president at GQR Insights. Democratic pollster John Hagner told me: “I think I’m just incredibly skeptical of this idea. I don’t think it’s research. At that point, you’re asking the machine to tell you what you already believe.” Hagner has seen some presentations of early synthetic sampling experiments, but so far, “if it’s being used in a campaign, people are keeping it incredibly quiet.”3 But Eli, I hear you saying, aren’t polls themselves increasingly governed by modeling decisions? Indeed they are: pollsters’ choices on which sampling method to use, how to define their likely voter models, and how to weight their samples can and do lead to dramatic differences in the results they publish. Aaru even referenced these limitations in the methodology statement included with that maternal mortality “poll” — although I’m using the term “methodology statement” loosely here, because it doesn’t really explain how the model works at all. We can ignore the (frankly preposterous) implication that synthetic sampling isn’t subject to a separate set of biases. The important point is that there’s still a meaningful difference between using weighting and other statistical techniques on actual polling data and using a model to predict what a poll would say. The latter is far closer to election forecasts or techniques like MRP — potentially useful models, but not a replacement for polls.4 To be fair, other synthetic sampling companies are perfectly happy with the distinction between polls and models. Warner compared polling and synthetic sampling to different tools in a toolbox. “The mistake I think we make is we think that these new tools should either work in exactly the same way or somehow replace these old tools,” he said. “Rather than thinking of it as, okay, so we’ve always had the hammer, we’ve always had the screwdriver, now we’ve got a saw. But don’t use a saw to try [to] do the job of a hammer.” A quick comment from Nate Eli didn’t ask me for a comment — rather rude of him, don’t you think? But since I’m editing this story, I figured I’d add a few quick thoughts rather than putting words in his mouth. Beyond the frequently misleading marketing, what bothers me about the AI “poll” hype is that as AI tools make statistical inference cheaper and/or better (note that these are not synonyms) that actually increases the comparative value of collecting original data. You might be able to train a model to make a reasonable estimate of what some hard-to-reach poll respondent would say — say, a young Black man who voted for Trump. (Such a person checks a number of boxes for a voter who is usually hard to reach in surveys.) Indeed, this is closely related to what models like the Silver Bulletin forecast already do. They essentially smooth out the kinks in noisy survey data by making inferences based on past voting patterns or national polls or surveys of other states. But you don’t actually know what these voters think unless you’re reaching them directly. If there’s a shift in opinion among this subgroup, you’re not going to detect it. So if I were running a campaign, I’d invest more in going the extra mile to find a representative sample of those voters. And then I’d hire some smart quants — or Claude? — to figure out the implications for campaign strategy based on proprietary data that my competitors didn’t have access to. -Nate Silver Are these models any good? If synthetic surveys are just a new type of model, the next obvious question is whether the models are at least accurate. The answer very much depends on who you ask. On one end of the spectrum, you have the maximalist argument that synthetic sampling is more accurate than actual polls. “It’s an incredibly challenging problem to go to someone and say ‘hey, we’re going to be more accurate at predicting human behavior than you, even when you talk to your customers directly’,” Koh recently told CNBC. In his view, synthetic sampling isn’t a saw to polling’s hammer, it’s “magic.” There’s certainly evidence that synthetic samples can replicate certain survey toplines. But if Aaru does have any examples of their approach outperforming the polls, they’re keeping those to themselves.5 Aaru’s 2024 election model, for example, had Kamala Harris leading in Michigan, Nevada, Pennsylvania, and Wisconsin on November 4th. And although they’ve since taken down their forecast page, they gave Harris a 50.5 percent chance of winning the race on November 2nd.6 After the election, Fink told Semafor he was happy enough with those results because they were “within margin of error,” a term that is completely meaningless when applied to a “sample” of AI agents. And of course, Aaru says their models have improved since 2024, so supposedly now they’d be more accurate than the polls? Still, their stronger argument is on cost: “We are significantly faster and cheaper than traditional polling, and still more accurate,” said Fink. The first two claims are undeniably true, but the third brings us to the opposite end of the spectrum. Both Jackson and Hagner are skeptical that these models are reliable for anything beyond replicating common survey toplines. “I just […] don’t think the machines are what we want when we’re looking for nuanced views. My example on this is people in Arizona and Nevada in 2024 who voted for Trump and voted for expanding abortion in their states on ballot initiatives,” said Jackson. Hagner identified another issue. Maybe the synthetic respondents, like sycophantic LLMs, are inhuman in one important way: they’re too nice. “The reports that have come through at the meetings that I’ve been at are that the early experiments on this, they cannot get respondents to be as racist or sexist or, frankly, as negative as human respondents,” he said. Academic research mostly agrees on this point. While there are some papers that show promising results when using LLMs to replicate polling data, most show that LLMs suffer from various quirks like producing too few “don’t know” responses and can seriously overpredict the favorability of politicians like Donald Trump and Kamala Harris. They also seem to struggle with too little variation between demographic subgroups, so the difference in predicted opinion between Democrats and Republicans, for example, is too small. When I asked Warner about these studies, his response to these papers was that just because academics can’t get synthetic sampling to work doesn’t mean that the technique doesn’t work in general. “Actually, the argument is, okay, yours does not [work]. That does not mean […] for this complex set of machinery, which uses a lot of investment, a lot of time, a lot of money, you can’t get it to work.” Cards on the table, I’m somewhat sympathetic to this argument because academics aren’t exactly great at making election forecasts. Usually, the people with skin in the game are the most accurate. Warner’s argument is that the approach Electric Twin takes — which includes, for example, making multiple predictions for each synthetic respondent using different models and prompts and subsequently averaging those to get a final prediction in a sort of ensemble forecast — produces better results than the simpler academic models. Warner shared a comparison between his method and the method from a recent academic paper with me, and Electric Twin was indeed able to get more accurate replication. But even still, he acknowledged that synthetic sampling “is not a crystal ball.” “If you asked me, do I think using other data sources will be more accurate than asking somebody who they will vote for, I would probably say no. But if you asked me ‘would your system be useful for our turnout modeling today?’ I would say yes.” For better or worse, it looks like the method is already getting more popular in the market research world. Most of the clients Aaru touts these days are businesses like EY and McDonald’s. And AI will probably begin to pop up in other parts of the political polling process. Pollsters are already using it to code open-ended survey responses, and some firms, like YouGov, are testing using LLMs to ask survey respondents questions. More worryingly, one danger to actual polls is that AI agents can be used to infiltrate online surveys. Most online polls use various checks to prevent that from happening, but there’s conflicting evidence on how effective those filters are and how prevalent AI agents currently are in online panels. If those agents ever become impossible to detect, it might spell the end of online polling, but the solution isn’t to replace all of your respondents with ChatGPT. Silver Bulletin is a reader-supported publication. To receive new posts and support our work, consider becoming a subscriber. Subscribe 1 That particular poll obviously doesn’t meet Silver Bulletin standards for aggregation. But we exclude all Public Sentiment Institute polls from our averages because we classify them as an amateur polling firm. 2 You could argue that Fink meant the next presidential election, but (a) I’m also confident we’ll still have real polls in 2028 and (b) in that case he should have asked an LLM to define “general election.” 3 Quick caveat: that’s reporting from a Democratic pollster. It’s possible that Republicans are more willing to use AI in political campaigns. 4 Indeed, Silver Bulletin does not include “polls” produced by MRP in our forecasts or averages, and we think it’s extremely misleading when their practitioners describe them in a way that suggests original data had been collected among a large number of states or Congressional districts. 5 A recent report from Aaru and EY did show two examples of a synthetic estimate being closer than a survey to a real-world benchmark — but I’d take those findings with a grain of salt because the report reads more like an ad and didn’t involve any sort of prediction being made ahead of time. 6 For comparison, our odds for Harris on the same day were 48.2 percent.
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