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Democratic Senators Fault Hegseth’s Leadership on Iran
In a letter, the 11 senators questioned the defense secretary’s decision to gut programs intended to protect civilians and said his orders endangered U.S. troops.
Third party mayor finds no honeymoon from partisan politics
Jay Doyle was 100 days into his first term as Mayor of Georgetown. He hadn’t been counting up, he said. He had been counting down. “I was retired, living a nice, peaceful life, and this just throws your life into chaos,” Doyle said. “I think it’s intended to be a part time job. It’s anything […]
Skokie discusses hiking, expanding entertainment tax in early budget review
As Skokie staff and trustees meet this month to review their budget for fiscal year 2027, officials have recommended raising the local entertainment tax to fund a new ambulance and improvements to the village’s development services. The proposed tax hike, which trustees would have to approve by an ordinance separate from the budget, would raise […]
Namita Thapar hits back at trolls abusing her, her mom over video on health benefits of Namaz: 'God's watching you all'
Namita Thapar defended making video on health benefits of Namaz and further slammed trolls for disrespecting her and her mother. | Web Series
Detroit Pistons home playoff losing streak now at 18 years
The Detroit Pistons extended their NBA-record home playoff losing streak to 11 games with a Game 1 loss to the Orlando Magic on Sunday, April 19.
New study reveals how maze-like magnetic patterns form and evolve in materials
Maze magnetic domains in soft magnetic materials strongly influence energy loss in electric motors, particularly at high temperatures. However, existing models struggle to explain their complex, temperature-dependent behavior. To address this gap, researchers developed an entropy-extended Ginzburg-Landau model combined with data-driven analysis to study these structures. The approach reveals how entropy and energy interactions drive magnetization reversal and increasing domain complexity, providing new insights into magnetic energy-loss mechanisms.
Eckerd students present research at scientific conferences around the world
This spring, Eckerd students travelled around the world to present their research at conferences. In February, marine science students attended the Ocean Sciences Meeting in Glasgow, Scotland. In March, chemistry
Justin Verlander injury update: Travel plans to Fenway Park canceled
Right-hander Justin Verlander (left hip inflammation) was planning to travel with the Detroit Tigers to Fenway Park, but he ended up not joining them.
Lincoln County billboard falls during storm, lands on business
A billboard that was knocked down during a storm Friday night ended up landing on American Family Home Sales in Lincoln County.
Lincoln County billboard falls during storm, lands on business
A billboard that was knocked down during a storm Friday night ended up landing on American Family Home Sales in Lincoln County.
Arsenal u21s to face Manchester City in PL2 play-off
Arsenal under-21s now know the scale of their Premier League 2 play-off test, with a trip to Manchester City setting up another meeting with the side that ended last season’s run.Photo by Lewis Stor...
Girls learn about science careers during STEAM event at Net Zero building
Homewood and Flossmoor junior high students attended the Girls STEAM Celebration at H-F High School on April 11.
Trump Expected to Loosen Restrictions on Psychedelic Drugs
An executive order is intended to accelerate research into the compounds’ efficacy in treating PTSD, depression and other mental health problems.
RFK Jr clashes with Dem lawmaker over Trump’s mental fitness in heated exchange
RFK Jr. defended Trump's mental health during a tense congressional hearing, rejecting calls for a fitness assessment or invoking the 25th Amendment.
🚨 Official: Juventus tie down one of their key men!
A deserved extension?It had been in the works for several weeks, and it is now official: Manuel Locatelli has extended his contract with Juventus until 2030.The Old Lady announced the news on Friday e...
OpenAI Has a New AI Model Built for Biology and Science
GPT-Rosalind is intended to help scientists streamline their research and drug discovery.
MLB Broadcaster Defends AI Usage After Internet Pile on Following Health Struggles
MLB broadcaster Angie Mentink defended her use of AI after a viral video showed her asking for questions to ask after a 'tough loss' on Thursday, April 16. Mentink has suffered a stroke two months prior.
$311 Million Approved for Construction of New UT Health Sciences College of Medicine Building
The Tennessee General Assembly Thursday approved the funding of $311 million recommended by Governor Bill Lee for the construction of a new $350 million College of Medicine Interdisciplinary Building at the University of Tennessee Health Sciences. The 275,000- to 300,000-square-foot building will be located on the Memphis campus on Madison Avenue, between the College of… Read More
$311 Million Approved for Construction of New UT Health Sciences College of Medicine Building
The Tennessee General Assembly Thursday approved the funding of $311 million recommended by Governor Bill Lee for the construction of a new $350 million College of Medicine Interdisciplinary Building at the University of Tennessee Health Sciences.
Health Sciences Showcase Highlights Advances in Care
President Andrea Goldsmith attended a presentation highlighting the breadth of work taking place across Stony Brook University’s Health Sciences Schools.
Stony Brook Medicine Spotlights Advances in Brain Health and Aging
President Andrea Goldsmith attended a series of presentations led by Stony Brook Medicine researchers, who shared emerging insights into brain health and aging.
Devils hire ex-Panthers executive Sunny Mehta as general manager
The New Jersey Devils have hired Sunny Mehta as their general manager, bringing back their former director of analytics to oversee their hockey operations department. Owner David Blitzer announced the hire Thursday night, less than 48 hours after the team’s regular season ended without a playoff appearance. Mehta was an assistant when the Florida Panthers won the Stanley Cup back to back each of the past two years.
Dell: A Value Stock Multiple On An AI Growth Business
Dell Technologies ended last quarter with $43B in backlog, and management guided FY2027 AI server revenue of roughly $50B. Click here for more on DELL stock.
N.Y. loses $74M for not revoking 33,000 illegal licenses for immigrant truckers
New York officials have defended their licensing practices.
A vaccine standoff and other key moments from RFK Jr.'s first congressional hearing in months
Health Secretary Robert F. Kennedy Jr. defended a more than 12% proposed cut to his department's budget and dodged arrows from angry Democrats as he kicked off an expected sprint of seven hearings in Congress over the next seven days.
RFK Jr. takes lashing in first of several contentious health hearings
The health and human services secretary received a rare rebuke from a Republican lawmaker as he defended his — and Trump’s — handling of the agency.
Congress grills RFK, Jr., about vaccines and cuts to health budget
The HHS secretary defended proposed budget cuts to science, his vaccine moves and health care costs Thursday on Capitol Hill
Caldwell University Students and Faculty Attend New Jersey Academy of Science Annual Meeting
Caldwell, NJ – Several Caldwell University students and faculty members attended the New Jersey Academy of Sciences (NJAS) Senior Program Annual Meeting on April 11, 2026, and multiple students won […]
10 dinosaur science books recommended by a paleontologist
Steve Brusatte, author of The Rise and Fall of the Dinosaurs and The Story of Birds, recommends 10 dinosaur books to dig into
New poll shakes up California governor race, debate stage
Editor’s note: This article was updated to correct the breakdown of Republican voters surveyed. Congressman Eric Swalwell’s abrupt departure from the race for California governor has upended the fi…
The Best Pillows for Neck Pain, Recommended by a Sleep Science Coach (2026)
Neck pain takes many forms, but these WIRED-tested pillows may save your sleep.
ChatGPT’s new ‘Thinking’ mode just hit a 94% reasoning score — 7 prompts it can solve that standard AI can’t
OpenAI's latest flagship model, GPT-5.4, introduces an "Extended Thinking" toggle — here is how to use its 94% reasoning power to solve "impossible" tasks
Tigres beat Seattle, Concacaf Champions Cup semi-final set
Tigres advance to the Concacaf Champions Cup semifinals in a thrilling matchup that ended level with Seattle Sounders on aggregate (3-3). Guido Pizarro’s side took too many risks, because despite co...
Blackhawks extend general manager Kyle Davidson's contract
The Chicago Blackhawks extended general manager Kyle Davidson's contract Wednesday without providing the length of the deal. “We are committing to Kyle to continue the plan he has put in place,” chairman and owner Danny Wirtz said before the team's season-ending game against San Jose. The Blackhawks are locked into 31st place in the 32-team NHL and haven’t made the Stanley Cup playoffs since the expanded COVID playoffs of 2020.
Madison County Judge Mark Patey permanently suspended due to 'mental health issues'
Madison County's General Sessions Court Judge has been permanently suspended by the Board of Judicial Conduct as of Wednesday.
Police chase ends in car crashing through chimney sweeping business in Middle TN
A high-speed police pursuit in Chapel Hill ended in the car crashing through a chimney sweeping business on Tuesday night.
SantaCon organizer is a grinch who stole $1 million, Justice Department alleges
The organizer of SantaCon, an annual bar crawl where attendees dress up as Santa Claus, was arrested and charged with stealing more than $1 million intended for charity.
Former deputy surgeon general is recommended for CDC director, sources say
The agency has had a tumultuous run during Trump's second term and only had a permanent director for one month last summer.
The Unlikely Team That Ended One of the Longest Playoff Droughts in Sports
Despite starting the season at the bottom of the NHL standings, the reinvigorated Buffalo Sabres are heading to the Stanley Cup Playoffs for the first time since 2011.
U.S. senator introducing bill intended to make sports TV more accessible to fans
The "For The Fans" Act hopes to expand free TV access to games for local fans facing subscription paywalls.
The candidates still in the running for California governor
The race for California governor has been upended this week by Rep. Eric Swalwell's abrupt exit.
Swalwell resigned. But will he face real consequences?
California Rep. Eric Swalwell resigned from Congress and suspended his gubernatorial campaign. But did he actually apologize and take accountability?
Conagra’s new CEO faces a pricing bind with no clear fix
John Brase inherits a company squeezed by an industry-wide struggle to win back cost-conscious consumers — a force J.M. Smucker contended with before cutting his job.
Vance Says Pope Leo Should Stay Out of U.S. Affairs
The vice president, a Catholic, defended President Trump, who had accused the pope of being too liberal and “weak on crime.”The pontiff responded that he had “no fear of the Trump administration.”
Rick Roth stays self-reliant, David Silvers taps Disney dollars in Q1 fundraising for SD 26 seat
Silvers’ donor list reflects broad corporate and political committee backing, while Roth’s gains depended significantly on agricultural sources.
House Ethics Committee investigating sexual misconduct allegations against Swalwell
The announcement comes one day after Swalwell suspended his campaign for California governor after the emergence of allegations that he continues to deny.
Dodgers’ Ohtani Chasing More Records With On-Base Streak
Los Angeles Dodgers superstar Shohei Ohtani extended his on-base streak to 46 games Sunday, and grew ever-closer to even more records. Ohtani broke the record for the longest on-base streak by a Japanese-born player in Friday’s game against the Texas…
Iran war has some US water utilities facing a fluoride shortage
Some U.S. water utilities are reporting that the Middle East war is disrupting their ability to maintain recommended fluoride levels in the drinking water.
Kustom Entertainment, Inc. Reports Significant Financial Improvements for Fiscal Year 2025 and Files Annual Report on Form 10-K
Company Highlights $11.9 Million Improvement in Net Loss, Strategic Divestiture of Non-Core Assets, and Forbes Recognition for TicketSmarter OVERLAND PARK, KS, April 13, 2026 (GLOBE NEWSWIRE) -- Kustom Entertainment, Inc. (NASDAQ: KUST) (“Kustom” or the “Company”), a leader in live entertainment and digital ticketing, today announced its financial results for the fiscal year ended December 31, 2025. The Company also confirmed the filing of its Annual Report on Form 10-K with the U.S. Securities
Dr. Richard Finn recognized for advancing liver cancer treatments
Dr. Finn has been named a 2026 Blue Faery Award for Excellence in Liver Cancer Research honoree and will receive the Lifetime Impact Award.
Calls grow for Eric Swalwell to resign from House amid sexual assault allegations
The California Democrat suspended his campaign for governor amid sexual assault and misconduct allegations by a former staff member and at least three other women
FanDuel Sports Network, Cavaliers' local TV home, is gone. It's no surprise
FanDuel Sports Network ended locally with the close of the Cleveland Cavaliers' regular season. It's a sign of a more expensive viewing reality.
Community health centers maintained care continuity during COVID-19 pandemic
As the COVID-19 pandemic upended virtually every aspect of people's lives, one critical question loomed large for millions of low-income and underserved healthcare patients: Would they still be able to see their own doctor?
He recorded 10,000 concerts on tape, now they’re streaming for free
The music collection of a 59-year-old Chicago man who attended more than 10,000 concerts and recorded each one on cassette tape is slowly being digitized and released online for free. Like many Gen…
California Republicans deadlocked on endorsing governor candidate
Neither Fox News commentator Steve Hilton nor Riverside County Sheriff Chad Bianco received the required delegate support at the state convention, which ended Sunday.
Chelsea 0-3 Man City: What Rosenior said
If you go down against teams as good as this, what you have to do for the next five minutes is to stay in the game. It ended up being a really, really difficult second half." On building resilience in the team: "I am accountable.
Jon Jones may ‘feel the fire’ to return after UFC 327 but Dana White definitely does not
Jon Jones continues to flip flop on whether or not he intends to retire from the sport, which doesn’t surprise UFC CEO Dana White one bit. White spent the last couple of years glazing Jon Jones as the GOAT of MMA, but that all ended after “Bones” retired in June 2025, reneging on a reported […]
Clorox Purell Deal Reshapes Health And Hygiene Investment Story
Clorox (NYSE:CLX) has completed the acquisition of GOJO Industries, the company behind the Purell brand. The deal brings Purell hand sanitizer and related hygiene products into Clorox's health and hygiene solutions portfolio. The acquisition is intended to support broader global reach and a more comprehensive offering in cleaning and disinfecting products. For you as an investor, this move connects a household cleaning name with a widely recognized hand hygiene brand under one umbrella...
FULL SHOW: Inside INdiana Business 4/12/26
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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...
SDFC's winless run extended, downed 2-1 by Minnesota United
San Diego FC’s winless streak continues to grow, falling in back-to-back matches after a 2-1 Saturday night loss to Minnesota United FC at Snapdragon Stadium.
'It was a cry for help' | Family mourns father killed in police shooting, says he struggled with mental health
The man's family asked that his identity, as well as their own, not be disclosed because they have not yet notified all of his extended family about what happened.
See How the Brewers Suffered Another Loss
The Milwaukee Brewers' skid has extended to four games, and a common theme continues to plague them.
Vance says US-Iran talks end without deal after 21 hours of negotiations
Vice President JD Vance says U.S.-Iran talks ended without a deal after Iran refused American terms, calling the outcome bad news for Iran more than the United States.
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
“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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Viewpoint: FP10 should remain open, excellent and secure
Europe is right to worry about research security. Foreign interference is real. So is the misuse of sensitive knowledge. Universities working in sensitive areas such as AI, quantum, semiconductors and advanced materials cannot afford to ignore the geopolitical environment around them.But Europe is in danger of drawing the wrong conclusion, one that would increase, not reduce, its strategic vulnerabilities.If the EU applies an “EU preference” logic to the next Framework Programme for research and innovation (FP10), it will weaken one of its greatest strategic assets: a research system built on openness, excellence and international collaboration. In the name of security, Europe could end up advancing science more slowly, innovating less effectively and making itself less attractive to global talent and partners in advanced science and technology.That would be a serious mistake.The EU preference included in Article 10 of the proposed European Competitiveness Fund may make sense in some industrial or deployment contexts, but is far harder to justify when applied to collaborative research in advanced science and technology, where excellence and global connectivity are crucial. Research is not procurement. It does not thrive when isolated. It advances through access to the best ideas, the best people, the best facilities and the best data, wherever they are found. This is why FP10 should not simply absorb industrial policy logic by default. Doing so would risk importing instruments that are ill-suited to research and that ultimately increase vulnerability rather than resilience.For universities of science and technology, the issue is especially acute. These institutions sit at the frontier of knowledge and technology creation in the very fields Europe sees as critical for its future competitiveness and resilience. They know better than most that security risks are real. But they also know that openness and security are not opposites. In practice, they have to be made to work together. Research security is not about closing doors. It is about building resilience through collective responsibility, trust, proportionate safeguards and better governance. That is a fundamentally different approach from default restriction.The risks of non-collaborationThe real danger in the current debate is that Europe talks too much about the risks of collaboration and not enough about the risks of non-collaboration. Those risks are strategic too. Cut researchers off from international networks and Europe loses access to knowledge, data, infrastructures and talent. Slow down global collaboration in critical technologies and Europe slows down its own progress on cutting-edge science. Make participation rules unpredictable and Europe weakens its attractiveness to researchers and investors alike.In other words, over-restricting collaboration will create strategic vulnerabilities, particularly in advanced science and technologies.This point is often underestimated in policy discussions that frame openness mainly as a value to be defended. Europe’s scientific strength, technological development and long-term competitiveness depend on remaining connected to the best research ecosystems in the world. For a continent that wants to accelerate deep tech, strengthen industrial capacity and reduce strategic dependencies, weakening the excellence base would be self-defeating. That does not mean ignoring risk. Quite the opposite. Universities are already strengthening due diligence, internal governance, awareness-raising, screening procedures and compliance support. Across Europe, institutions are working to manage risks linked to foreign interference, sanctions, export controls and the misuse of research. The right response is not complacency. It is better risk management. But that means targeted, evidence-based and proportionate measures, not blunt top-down restrictions with wide spillover effects. In the daily reality of universities, openness and restriction often coexist. The real challenge is how to apply safeguards without sliding into securitisation that damages academic freedom, open science and international cooperation. Restrict partners, not nationsMore restrictive treatment of collaborators from European Economic Area members Iceland, Liechtenstein and Norway, or from Switzerland and the UK, is strategically very difficult to justify. These are deeply embedded partners in Europe’s research and innovation ecosystem. Beyond that, Europe should still resist default exclusion and instead rely on case-by-case assessment. The relevant question is not nationality in the abstract. It is the actual risk profile of a collaboration: the institution, the affiliations, the field, the knowledge involved, the intended use and the safeguards available. Screening should focus on institutions and affiliations rather than nationality alone. Related articlesParliament ‘misreads’ link between Horizon Europe and ECF, Commission official saysFrustration grows at governance gap in next Horizon EuropeIf EU preference logic is imported into research without careful calibration, the likely result is a chilling effect. Researchers may step back from legitimate and beneficial collaboration, even where risks are manageable. International partners may see Europe as less predictable. And Europe may end up undermining the very excellence base it needs to compete, scale up and lead in strategic technologies, thereby increasing its dependence on others.FP10 should do the opposite. It should remain open by default, with restrictions used only exceptionally, and then on the basis of clear evidence. It should integrate research security into open science and research integrity frameworks, not set them against each other. And it should recognise that academic freedom, scientific excellence and responsible international collaboration are not obstacles to Europe’s security, they are part of it. Europe needs stronger tools to protect itself. But it also needs the discipline to avoid measures that would weaken it and increase its strategic vulnerabilities in the process. In FP10, that means staying open, excellent and secure.Louise Drogoul is senior advisor for innovation and sustainability at the Cesaer university association.
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Lil Nas X enters a mental health program intended to lead to dropped charges of attacking police
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