SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " MIT " 11,090 found 🔀 AI-powered Shuffle
Derek Dixon commits to Arizona
UNC will be looking for a new point guard for next season. Derek Dixon, who entered his name into the transfer portal last week, has committed to the University of Arizona and Tommy Lloyd. The freshman averaged 6.5 points per game and led the Tar Heels in assists after he wrestled the starting point guard […]
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.
Ranking top 10 transfer portal players still available in women’s basketball
The transfer portal in women's basketball has been open for a week, but some of the sport's biggest stars, like Jordan Lee, remain uncommitted.
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.
District 2 Requests Renaming of Splashtown Drive
A Council Consideration Request was filed to rename the street to Willie Mitchell Drive.
Dallas ISD voters to decide largest school bond in state history
On May 2nd, voters living in Dallas ISD will decide whether to pay $33 more a year in property taxes to pay for a $6.2 billion bond package. The plan would build 26 new schools and make major upgrades to facilities and technology at every campus. Lone Star Politics speaks with Miguel Solis, former President of DISD Board of Trustees and now the President of the Commit Partnership.
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.
Regulation Evaluation Portal Open for Small Business Owner Feedback
The Regulation Evaluation Portal allows Texans to submit feedback and make recommendations on areas of possible government overregulation.
Romney returns to Mass. 20 years after 'Romneycare' passage
Former Massachusetts Gov. Mitt Romney made a rare public appearance in Boston on Monday to celebrate his signature health care law, which later became a liability during his unsuccessful run for president.
First Three Episodes of “BLEACH: Thousand-Year Blood War - The Calamity” Exclusively Head to U.S. Theatres Before Broadcast and Streaming from VIZ Media and Fathom Entertainment On June 25-29
Fathom Entertainment First Three Episodes of “BLEACH: Thousand-Year Blood War - The Calamity” Exclusively Head to U.S. Theatres Before Broadcast and Streaming from VIZ Media and Fathom Entertainment On June 25-29
Morgan Wallen’s Tuscaloosa show is this weekend: Secure last-minute ticket deals before they sell out
Country music star Morgan Wallen will be in Tuscaloosa, Alabama this weekend for the next stop on his Still The Problem North American tour. Concertgoers still looking for tickets can find limited seats available.
Physical guard commits to Indiana basketball from transfer portal: Stats, highlights
The Hoosiers are adding a guard with size with the commitment of Georgia Tech transfer Jaeden Mustaf. Here's what to know.
Texas House Democrats fined each over $8K for quorum break
The committee tallied the combined penalties at over $421,000.
Windows 11 is finally removing the 32GB FAT32 capacity limit
Windows 11 Insider builds now let you format drives up to 2TB in FAT32 via Command Prompt, ending a decades-old arbitrary limit.
Preparing for Cyber Warfare Risks: Why Every Business Must Strengthen Cloud Security
Cyber warfare risks continue to rise as geological tensions escalate. Learn how to strengthen your cloud security, and mitigate any cyber warfare risks.
The Next Test in the Iran War: Which Side Can Endure More Economic Pain?
President Trump is trying to choke off the country’s lifeline with a blockade of the Strait of Hormuz. But the Iranians are betting that his tolerance for political pain is limited.
New Rules May Allow Broader Picks for CDC Vaccine Panel
By HealthDay Staff HealthDay ReporterMONDAY, April 13, 2026 (HealthDay News) — The Advisory Committee on Immunization Practices (ACIP) could soon have a new focus after officials changed the rules that determine who can serve on it. The updated rules were approved by Health Secretary Robert F.
The Ultimate Secrets of Strixhaven Limited Set Review
Ready for a second semester at Strixhaven? We'll give you a crash course on everything you can expect from this Limited format.
IRA Financial Named Business of the Year by Sioux Empire United Way
SIOUX FALLS, S.D., April 13, 2026--IRA Financial, a leading provider of self-directed retirement solutions, today announced it has been named Business of the Year by Sioux Empire United Way as part of its 2026 annual Thank You Event. The award recognizes organizations that demonstrate exceptional commitment to supporting the Sioux Empire community through philanthropy, volunteerism, and leadership.
Mental health deaths may be missed in maternal data
Suicides and overdoses may be undercounted in maternal deaths, limiting awareness.
Tesla is selling 250 invite-only Model S 'Signatures' for $160,000
Elon Musk's automaker is inviting a select group of fans to purchase limited-edition versions of its soon-to-be-discontinued Model X and S luxury EVs.
SCORE Offers Free Business Mentoring Sessions
Local entrepreneurs and small business owners in Pasadena have a valuable resource at their fingertips with the ongoing SCORE One-on-One Mentoring Sessions. These free and confidential appointments provide individuals with expert guidance on starting, running, or growing a small business, courtesy of SCORE, the nation’s largest network of volunteer business mentors. The sessions are designed to offer personalized advice and strategic insights from experienced professionals. SCORE, which stands for Service Corps of Retired Executives, is a non-profit organization and a key resource partner of the U.S. Small Business Administration (SBA). Its mission is to foster vibrant small business communities through dedicated mentoring and education. The organization comprises a network of seasoned business owners and executives who generously volunteer their time to support the next generation of entrepreneurs. As SCORE states, their mentoring is a “free, confidential service for anyone starting, running, or growing a U.S.-based small business.” These one-hour mentoring sessions are held every other Tuesday from 1 to 5 p.m. at two branches of the Pasadena Public Library: the Lamanda Park Branch Library and the Santa Catalina Branch Library. Appointments can be conveniently reserved up to 14 days in advance, ensuring that individuals can schedule a time that best suits their needs. This recurring service underscores SCORE’s commitment to continuous support for the local business community, helping them to plan, launch, and grow successfully. Need to Know: The SCORE One-on-One Mentoring Session offers free business guidance. These one-hour appointments are available every other Tuesday from 1 to 5 p.m. at the Pasadena Public Library’s Lamanda Park Branch (140 S Altadena Drive, Pasadena, CA 91107) and Santa Catalina Branch (999 E Washington Blvd., Pasadena, CA 91104). The service is free. For more information or to book an appointment, visit [https://www.score.org/].
Early voting begins this week. What positions are on the ballot?
Shelby County will effectively have a new set of elected officials after the election; many current representatives are term-limited or seeking other offices.
Sam Wang, Politician-in-Training
The neuroscientist went from analyzing elections to running for Congress. But can this rookie win over New Jersey locals—and Trump voters?
AI usage limits are causing some people to restructure their workdays
Session limits on AI tools can frustrate users who are forced to rejigger their workdays. Others like a chance to hit the gym and see friends.
From Vision to Reality: Sports Complex Initiative Takes Center Stage at April Greenville-Pitt Power Luncheon
A major community initiative is coming into focus this April, and local leaders will have a front-row seat to the conversation. Andrew Schmidt, President &
UK employees invited to submit to the 12th annual Arts in HealthCare art call
In continued celebration of the many talents of the faculty and staff of the University of Kentucky and UK HealthCare, Arts in HealthCare is issuing the 12th annual juried call for art. The purpose of this call is to encourage employees to think about and experience the healing power of art and understand how art enhances the healing environment.
Mitt Romney returns to Massachusetts to mark the 20th anniversary of landmark health reform law
A lot happens in Boston every day. To help you keep up, WBUR, Boston's NPR News station, pulled these stories together just for you.
In VfB masterclass: why Mittelstädt just let fly
In VfB Stuttgart’s impressive performance against Hamburger SV, Maximilian Mittelstädt was especially in the spotlight. The left-back not only delivered a flawless defensive display in the Swabians...
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
What Does Artificial Intelligence Really Mean for Global Politics?
As AI increasingly plays a central role in conflict and war, experts discuss its long-term impact on global politics.
How is online abuse putting young people off Manx politics?
A youth parliamentary committee warns online abuse is impacting attitudes towards Manx politics.
Tested: Windows 11 just fixed slow storage management and removed a 30-year FAT32 limit
Windows 11 improves storage performance and removes FAT32 32GB limit. Disk properties now load faster in latest Insider builds.
The underworld invades Sutter Street Theatre
FOLSOM — "Hadestown: Teen Edition," an intriguing and beautiful folk opera, delivers a deeply resonant and defiantly hopeful theatrical experience. The full-length adaptation of Anaïs Mitchell’s "Hadestown," modified for performance
Making light spin with a gold nanorod
Controlling photon spin, or the handedness of light, is useful for storing and transmitting information. However, generating circularly polarized light typically requires complex or chiral structures. Researchers from the Tokyo University of Science show that hitting a gold nanorod slightly off-center with an electron beam causes the light around it to rotate. This method offers a simpler way to control photon spin and could accelerate the development of smaller, more efficient optical and quantum devices.
Working at the Grassroots Level: A Qualitative Exploration of Frontline Health Workers’ Experiences in Tribal Maternal and Reproductive Health Services
Background Frontline health workers play a crucial role in bridging gaps between health systems and marginalized communities. However, there is limited evidence of their experiences within tr...
Infantino’s FIFA: Ten years of power, politics, and so-called ethics
Gianni Infantino promised reform, transparency, accountability, and a “new FIFA.” Ten years on, Infantino’s FIFA is instead defined by political proximity, weakened scrutiny, and an increasing alignment with state power at the highest levels.
Paul W. Smith: Are friends avoiding political talk about Trump and Iran?
A childhood friend's note sparks a question: Are people avoiding political discussions about Trump and Iran with friends?
From Jurassic Park to dreams of AI doom, pop culture shapes science more than we like to admit
The relationship between science and pop culture often looks like a one-way street: scientific discoveries inspire films, television and novels, particularly in science fiction. But the relationship really ...
Three-star tight end Jace Cannon commits to USC
The Trojans continued to grow their 2027 recruiting class with another addition on Saturday
AIPAC may be a new litmus test for Democratic candidates. Leaders say voters' heads are elsewhere.
Last week's Democratic National Committee meeting illustrated a party trying to stay focused on economic issues while grappling with strong, changing opinions on Israel.
Kentucky Football lands commitment of 4-star QB Jake Nawrot
Nawrot is a top-40 prospect in the class of 2027.
What Flutter Entertainment (FLUT)'s Board Shuffle, Buybacks and Quiet Dart Stake Mean For Shareholders
In recent days, Flutter Entertainment plc reported that long-serving independent director Alfred F. Hurley, Jr. will retire at the 2026 AGM, with Nancy Dubuc set to assume the role of Chair of the Compensation and Human Resources Committee, while the company continues executing a multi-billion-dollar share repurchase program. At the same time, billionaire investor Kenneth Dart has quietly built substantial economic exposure to Flutter through total return swaps, even as analysts question...
Coveted transfers Flory Bidunga, Jackson Shelstad reportedly commit to Louisville
Bidunga and Shelstad were two of the top players in the transfer portal.
Xavier Zyskowski Commits To Bloomsburg For Soccer
The Official Source of North Allegheny Sports
The thriving and lucrative business of antisemitism
Today’s trendy, provocative, and libelous claims against Jews have replaced the entertainment of the Roman Colosseum, where Christians were thrown to the lions for sport.
Flory Bidunga reportedly commits to Louisville basketball, Pat Kelsey
Flory Bidunga, who many considered to be the top player in the NCAA transfer portal, has reportedly picked Louisville basketball and coach Pat Kelsey.
News Analysis: Trump's Strait of Hormuz blockade risks clash with China
It is a high-stakes moment ahead of a closely watched summit between President Trump and Chinese President Xi Jinping in Beijing next month.
Music Econ Summit embraces art as business
The Music Econ Summit on Saturday drew 120 attendees and many music industry experts for a day of mentoring on the business side of music.
James Uthmeier gets endorsement from Florida Police Benevolent Association
Police organization representing 30K cops in Florida says Uthmeier is committed to law and order.
Cuban leader does not commit to releasing political prisoners amid U.S. demands
In an exclusive interview with Meet the Press, Cuban President Miguel Díaz-Canel is asked whether he is willing to commit to meeting key U.S. demands, including releasing political prisoners and scheduling multi-party elections.
Best 2-in-1 Laptops (2026): Microsoft, Lenovo, and the iPad
Whether you want a detachable tablet or a laptop screen that spins, these 2-in-1 devices manage to balance being both a tablet and a laptop.
Medicaid Cuts Could Force More Kids to Become Caregivers
Trump’s Medicaid cuts are expected to limit access to home care services—potentially forcing many kids to become caregivers, warns Lisa McCarty.
How to Limit The Health Risks Posed by Polluted Air
By Carole Tanzer Miller HealthDay ReporterSUNDAY, April 12, 2026 (HealthDay News) — Air pollution just isn’t what it used to be. While levels of lead and sulfur dioxide have dropped due to environmental regulations, other threats to air quality persist. Particle pollution, ozone and wildfire smoke ...
The Screen Time Maximalists Who Spend an Ungodly Amount of Time on Their Phones
As debates over social media addiction rage, people with extreme screen times tell WIRED they have no plans to cut back.
Galaxy Z Roll 5G: Samsung’s Motorized Display Solves the Foldable Crease
Samsung Galaxy Z Roll 5G leak cites 100W wired charging with an 8,000 mAh battery, shifting past Samsung charging limits.
Iran war diverts US military and attention from Asia ahead of Trump's summit with China's leader
President Barack Obama in 2011 declared it was time to leave behind the wars in Iraq and Afghanistan and “pivot” to Asia to counter China’s rise
Women’s Basketball: Utah G Avery Hjelmstad commits to TCU
The Horned Frogs have now added four players through the portal.
The Dirt: Frontier Behavioral Health planning new Spokane location
The longstanding location of Spokane Roofing Company will soon become a Frontier Behavioral Health location, according to a construction permit application submitted to the city of Spokane.
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
College basketball transfer portal tracker: Fit grades for every top commitment from the 2026 cycle
Tracking and grading the major commitments as the 2026 college basketball transfer portal season heats up
Postal Service, Under Pressure, Now Faces Trump’s Mail Ballot Order
President Trump’s executive order, which has been challenged as unconstitutional, would limit the Postal Service to sending only the ballots of voters deemed eligible.
Colorado transfer G Isaiah Johnson commits to Texas
The Longhorns land one of the most coveted guards in the portal.
Randolph Elementary holds annual Science Fair
Here are the Science Fair's fifth grade winners. Pictured, from left to right, are Emma Wernimont, Hunter Bussian, Riley Irrthum, Emmett Endres, Jude Quinnell and Finley Garner. Submitted photo
“AI polls” are fake polls
A few weeks after Donald Trump’s second presidential win, I took the train up from London (where I was living at the time) to Oxford to attend a conference on polls and forecasts of the 2024 election. Most of the attendees were pollsters or academics, but I also watched presentations from Aaru and Electric Twin, two companies that do what is interchangeably called synthetic sampling, silicon sampling, or synthetic audiences. Stripped of startup jargon, that means they use large language models (LLMs) to simulate responses to public opinion polls by having AI agents take on the role of survey respondents. I had already heard of Aaru thanks to some articles with eye-catching headlines like “No people, no problem: AI chatbots predict elections better than humans” in the months leading up to Election Day. The founders were making some big, some might even say far-fetched claims, such as: “within two years, we will simulate the entire globe — from the way crops are grown in Ukraine to how that impacts production of oil in Iraq, trade through the strait of Malacca, and elections for the mayor of Baltimore.” When Semafor asked Aaru’s cofounders — Cameron Fink and Ned Koh — about my boss, they said “we respect all those who came before us.” Nate (as he so often does) shared his thoughts on Twitter: Fink and Koh were relatively good-natured about this back-and-forth when we spoke at Oxford. They even offered to mail me one of the t-shirts featuring Nate’s quote they apparently had made. I never took them up on the offer, which I now somewhat regret. These synthetic sampling companies fell off my radar for a while, but they do still exist. In fact, Aaru recently received a $1 billion valuation. Is what they’re doing anywhere close to the most important frontier in AI development? Not by a longshot, especially when Anthropic just developed a model so adept at exploiting software vulnerabilities that it’s only being released to 40 companies. Still, silicon sampling is increasingly finding its way into public polling. Axios reported in March that “a majority of people trust their own doctors and nurses” based on findings from Aaru — without mentioning that the “people” in that sentence were actually LLMs. Around the same time, the Public Sentiment Institute “boosted” their online sample of 373 real survey respondents with 114 AI agents.1 (Spoiler alert: even the co-founder of Electric Twin doesn’t think that’s a particularly defensible approach.) Polling companies like Qualtrics and Ipsos are also developing synthetic data panels. So, what should we make of these … “polls”? Let’s get one thing out of the way: whatever they are, they’re not polls in the way that term is usually defined. Subscribe You can’t replace polls with AI On one hand, using LLMs to essentially make up fake survey respondents sort of sounds like the dumbest idea ever, one that will at best imperfectly replicate real polls while introducing all sorts of biases. On the other hand, with LLMs improving at a remarkable, perhaps even alarming rate, maybe that means I’m a dinosaur at the ripe old age of 24 because I still want to rely on polls that talk to actual people. I’m not going to argue that synthetic samples are completely useless. In fact, as I’ll return to later, there is evidence that some techniques can replicate topline survey results quickly and cheaply. But the marketing from certain companies can be slightly optimistic. “No traditional poll will exist by the time the next general election occurs,” said Fink in 2024. We’re just 206 days away from the midterms, and based on the fact that I still have to collect a bunch of polls every day, I’d say he should have run that prediction by a sample of AI agents before the interview.2 To see why synthetic samples can’t replace polls, here’s a quick primer on how they work. The simplest version of these models involves taking a LLM (like ChatGPT or Claude), giving it a demographic profile (e.g., a white, college-educated woman who lives in Utah and makes $70k a year), and then asking it to respond to a survey question. You repeat that process a few thousand times using different demographic profiles and end up with a sample of synthetic survey responses. The actual models used by private companies are more sophisticated than this, usually because they incorporate more hypothesized demographic characteristics for each agent and provide them with extra information. Aaru, for example, feeds agents a diet of news and information they’d be likely to consume, while Electric Twin incorporates their customers’ proprietary data about the audience they’re trying to replicate. The way Ben Warner, the co-founder of Electric Twin, explained it to me was “we have a large amount of data on […] for instance, 5,000 people. Can we make an accurate prediction of how they would respond to another question?” Still, it should be obvious why synthetic samples can’t replace polls. Polling is fundamentally a data collection process. We might use surveys to make predictions by feeding them into election forecasts, but the main purpose of a poll isn’t prediction, it’s gathering new data about what people think and how they feel. Silicon sampling, on the other hand, produces no new data. It’s simply a model: you input LLM training data, demographic prompts, and a bunch of other information, and it spits out a prediction for what a poll would say. We love models here, but models aren’t polls. That difference is an important philosophical sticking point for most pollsters I talk to. “I think politics should stay away from [synthetic sampling], because we’re trying to […] represent the voice of the people,” said Natalie Jackson, a vice president at GQR Insights. Democratic pollster John Hagner told me: “I think I’m just incredibly skeptical of this idea. I don’t think it’s research. At that point, you’re asking the machine to tell you what you already believe.” Hagner has seen some presentations of early synthetic sampling experiments, but so far, “if it’s being used in a campaign, people are keeping it incredibly quiet.”3 But Eli, I hear you saying, aren’t polls themselves increasingly governed by modeling decisions? Indeed they are: pollsters’ choices on which sampling method to use, how to define their likely voter models, and how to weight their samples can and do lead to dramatic differences in the results they publish. Aaru even referenced these limitations in the methodology statement included with that maternal mortality “poll” — although I’m using the term “methodology statement” loosely here, because it doesn’t really explain how the model works at all. We can ignore the (frankly preposterous) implication that synthetic sampling isn’t subject to a separate set of biases. The important point is that there’s still a meaningful difference between using weighting and other statistical techniques on actual polling data and using a model to predict what a poll would say. The latter is far closer to election forecasts or techniques like MRP — potentially useful models, but not a replacement for polls.4 To be fair, other synthetic sampling companies are perfectly happy with the distinction between polls and models. Warner compared polling and synthetic sampling to different tools in a toolbox. “The mistake I think we make is we think that these new tools should either work in exactly the same way or somehow replace these old tools,” he said. “Rather than thinking of it as, okay, so we’ve always had the hammer, we’ve always had the screwdriver, now we’ve got a saw. But don’t use a saw to try [to] do the job of a hammer.” A quick comment from Nate Eli didn’t ask me for a comment — rather rude of him, don’t you think? But since I’m editing this story, I figured I’d add a few quick thoughts rather than putting words in his mouth. Beyond the frequently misleading marketing, what bothers me about the AI “poll” hype is that as AI tools make statistical inference cheaper and/or better (note that these are not synonyms) that actually increases the comparative value of collecting original data. You might be able to train a model to make a reasonable estimate of what some hard-to-reach poll respondent would say — say, a young Black man who voted for Trump. (Such a person checks a number of boxes for a voter who is usually hard to reach in surveys.) Indeed, this is closely related to what models like the Silver Bulletin forecast already do. They essentially smooth out the kinks in noisy survey data by making inferences based on past voting patterns or national polls or surveys of other states. But you don’t actually know what these voters think unless you’re reaching them directly. If there’s a shift in opinion among this subgroup, you’re not going to detect it. So if I were running a campaign, I’d invest more in going the extra mile to find a representative sample of those voters. And then I’d hire some smart quants — or Claude? — to figure out the implications for campaign strategy based on proprietary data that my competitors didn’t have access to. -Nate Silver Are these models any good? If synthetic surveys are just a new type of model, the next obvious question is whether the models are at least accurate. The answer very much depends on who you ask. On one end of the spectrum, you have the maximalist argument that synthetic sampling is more accurate than actual polls. “It’s an incredibly challenging problem to go to someone and say ‘hey, we’re going to be more accurate at predicting human behavior than you, even when you talk to your customers directly’,” Koh recently told CNBC. In his view, synthetic sampling isn’t a saw to polling’s hammer, it’s “magic.” There’s certainly evidence that synthetic samples can replicate certain survey toplines. But if Aaru does have any examples of their approach outperforming the polls, they’re keeping those to themselves.5 Aaru’s 2024 election model, for example, had Kamala Harris leading in Michigan, Nevada, Pennsylvania, and Wisconsin on November 4th. And although they’ve since taken down their forecast page, they gave Harris a 50.5 percent chance of winning the race on November 2nd.6 After the election, Fink told Semafor he was happy enough with those results because they were “within margin of error,” a term that is completely meaningless when applied to a “sample” of AI agents. And of course, Aaru says their models have improved since 2024, so supposedly now they’d be more accurate than the polls? Still, their stronger argument is on cost: “We are significantly faster and cheaper than traditional polling, and still more accurate,” said Fink. The first two claims are undeniably true, but the third brings us to the opposite end of the spectrum. Both Jackson and Hagner are skeptical that these models are reliable for anything beyond replicating common survey toplines. “I just […] don’t think the machines are what we want when we’re looking for nuanced views. My example on this is people in Arizona and Nevada in 2024 who voted for Trump and voted for expanding abortion in their states on ballot initiatives,” said Jackson. Hagner identified another issue. Maybe the synthetic respondents, like sycophantic LLMs, are inhuman in one important way: they’re too nice. “The reports that have come through at the meetings that I’ve been at are that the early experiments on this, they cannot get respondents to be as racist or sexist or, frankly, as negative as human respondents,” he said. Academic research mostly agrees on this point. While there are some papers that show promising results when using LLMs to replicate polling data, most show that LLMs suffer from various quirks like producing too few “don’t know” responses and can seriously overpredict the favorability of politicians like Donald Trump and Kamala Harris. They also seem to struggle with too little variation between demographic subgroups, so the difference in predicted opinion between Democrats and Republicans, for example, is too small. When I asked Warner about these studies, his response to these papers was that just because academics can’t get synthetic sampling to work doesn’t mean that the technique doesn’t work in general. “Actually, the argument is, okay, yours does not [work]. That does not mean […] for this complex set of machinery, which uses a lot of investment, a lot of time, a lot of money, you can’t get it to work.” Cards on the table, I’m somewhat sympathetic to this argument because academics aren’t exactly great at making election forecasts. Usually, the people with skin in the game are the most accurate. Warner’s argument is that the approach Electric Twin takes — which includes, for example, making multiple predictions for each synthetic respondent using different models and prompts and subsequently averaging those to get a final prediction in a sort of ensemble forecast — produces better results than the simpler academic models. Warner shared a comparison between his method and the method from a recent academic paper with me, and Electric Twin was indeed able to get more accurate replication. But even still, he acknowledged that synthetic sampling “is not a crystal ball.” “If you asked me, do I think using other data sources will be more accurate than asking somebody who they will vote for, I would probably say no. But if you asked me ‘would your system be useful for our turnout modeling today?’ I would say yes.” For better or worse, it looks like the method is already getting more popular in the market research world. Most of the clients Aaru touts these days are businesses like EY and McDonald’s. And AI will probably begin to pop up in other parts of the political polling process. Pollsters are already using it to code open-ended survey responses, and some firms, like YouGov, are testing using LLMs to ask survey respondents questions. More worryingly, one danger to actual polls is that AI agents can be used to infiltrate online surveys. Most online polls use various checks to prevent that from happening, but there’s conflicting evidence on how effective those filters are and how prevalent AI agents currently are in online panels. If those agents ever become impossible to detect, it might spell the end of online polling, but the solution isn’t to replace all of your respondents with ChatGPT. Silver Bulletin is a reader-supported publication. To receive new posts and support our work, consider becoming a subscriber. Subscribe 1 That particular poll obviously doesn’t meet Silver Bulletin standards for aggregation. But we exclude all Public Sentiment Institute polls from our averages because we classify them as an amateur polling firm. 2 You could argue that Fink meant the next presidential election, but (a) I’m also confident we’ll still have real polls in 2028 and (b) in that case he should have asked an LLM to define “general election.” 3 Quick caveat: that’s reporting from a Democratic pollster. It’s possible that Republicans are more willing to use AI in political campaigns. 4 Indeed, Silver Bulletin does not include “polls” produced by MRP in our forecasts or averages, and we think it’s extremely misleading when their practitioners describe them in a way that suggests original data had been collected among a large number of states or Congressional districts. 5 A recent report from Aaru and EY did show two examples of a synthetic estimate being closer than a survey to a real-world benchmark — but I’d take those findings with a grain of salt because the report reads more like an ad and didn’t involve any sort of prediction being made ahead of time. 6 For comparison, our odds for Harris on the same day were 48.2 percent.
Weekend at the Masters brings experience few sporting events can match
A weekend at the Masters Tournament cannot be matched by any other sporting event on the planet, writes Loran Smith.
Two simple eating habits linked to lower weight, study finds
A major study suggests that when you eat could play a key role in staying lean. People who fast longer overnight and start their day with an early breakfast were more likely to have a lower BMI years later. Scientists think this is because eating earlier aligns better with the body’s internal clock. But skipping breakfast as part of intermittent fasting didn’t offer the same advantage—and may even be tied to unhealthy habits.
Lima Ridge Elementary principal honored for STEM education leadership
Lima Ridge Elementary Principal Kurt Scheiderer received an award for his commitment to building a strong STEM culture.
Fort Myers Community’s Choice Awards business spotlight: Gavins Ace Hardware
We’re in the final stretch! Ready to recognize your favorite local businesses? Submit your nominations for the Fort Myers Community’s Choice Awards today.
Stark County Community’s Choice Awards business spotlight: Quality Heating & Cooling
We’re in the final stretch! Ready to recognize your favorite local businesses? Submit your nominations for Stark County Community’s Choice Awards today.
Best of Your Hometown Community’s Choice Awards business spotlight: Pracht Law Firm
We’re in the final stretch! Ready to recognize your favorite local businesses? Submit your nominations for Best of Your Hometown Community’s Choice Awards today.
Akron Community’s Choice Awards business spotlight: Billow Funeral Homes & Crematory
We’re in the final stretch! Ready to recognize your favorite local businesses? Submit your nominations for Akron Community’s Choice Awards today.
Texas House committee slaps Democrats with nearly $422K in penalties for 2025 quorum break
The Committee on House Administration voted along party lines to fine 50-plus Democratic members more than $8,000 apiece for fleeing the state to try to block a GOP-led congressional redistricting plan.
Vance, who wasn’t keen on Iran war, now tasked with trying to end it
The weekend’s peace talks in Islamabad mark Vance’s highest-profile assignment as vice president, with concomitant political risk.
The Connection Between Food and Mood
There's a strong link between foods you eat and your mood. Here's what to include and what to limit in your diet.
WNBA free agency news, live updates: Brittney Griner joining Sun; Kelsey Mitchell signing supermax with Fever; Nneka Ogwumike to Sparks
How mental health court works and who qualifies
After an 8-hour standoff, a 28-year-old man faces charges as his mother seeks civil commitment and his missed mental health court appearance comes to light.
Altoona business owner accused of fraud
The owner and operator of Tipton Construction in Altoona was taken into custody Wednesday for allegedly committing a string of home improvement frauds. John Bailey Tipton II, 44, was arraigned Thursday by Magisterial District Judge Benjamin F. Jones on seven felony counts of making a false statement to induce agreement for home improvement services, five […]
Delaware County election board member's voter status, candidacy revoked
Delaware County elections board voted 2-1 to cancel Melanie Leneghan's voter registration and candidacy for an Ohio GOP State Central Committee seat.
Local business owner weighs in as Louisiana blocks state minimum wage bill
For the latest session in a years-long debate, the Louisiana House Labor Committee has voted to kill a bill that would have established a $12 state minimum wage.
Player Availability Report: #SKCvSJ
Player Availability Report is SportingKC.com’s look at the latest status updates around the team ahead of upcoming matches and is presented by Saint Luke’s. All details listed are from the league’s official Player Status Report that is submitted the day prior to the match. Sporting Kansas City is set to
RFK Jr.’s new vaccine panel rules may help sidestep court order, experts say
Kennedy signed a new charter for the CDC’s vaccine advisory committee, adding more focus on vaccine injuries.
Alamo Drafthouse showing 'The Pitt' finale free for health care workers
Ten Alamo Drafthouse locations are hosting free screenings of "The Pitt" Season 2 finale on Monday, April 13. Limited tickets are available online.
Trump administration admits a glaring error in its New York health fraud accusations
The error, admitted first to the AP, prompted health analysts to question how many of the Republican administration’s sweeping anti-fraud efforts were based on faulty findings.
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.
AP report: Trump administration admits a glaring error in its New York health fraud accusations
The error, which the administration admitted first to The Associated Press, prompted health analysts to question how many of the Republican administration’s sweeping anti-fraud efforts around the country were based on faulty findings.
Nebraska DHHS will pay health care providers to live and work in rural areas
Providers are eligible for up to $75,000 a year and must commit to work in a rural community for five years in a facility that accepts Medicaid. Federal grant money from the One Big Beautiful Bill will fund the initiative.
MHA Submits Comments on Proposed Behavioral Health Medicaid Policy
The MHA recently submitted comments to the Michigan Department of Health and Human Services on proposed policy 2553-BH, which addresses reimbursement for specialty behavioral health services based on service location.
House Ethics Committee to consider sanctions for Sheila Cherfilus-McCormick on April 21
The meeting on punishment, up to expulsion, will happen as Florida lawmakers consider a map that already could end her career.
The Trump administration just updated rules for CDC's vaccine advisory panel, allowing inclusion of RFK Jr. allies
The changes published Thursday come after a recent legal defeat that has at least temporarily halted meetings of the Advisory Committee on Immunization Practices, which for decades has recommended how best to use the nation’s vaccines.
Samsung says it has a One UI 8.5 device plan for ‘later’
Samsung has announced that the company will release a One UI 8.5 device plan once the software is ready for rollout. However, there are a couple of things you should know about this new statement. This statement comes after a wide user-based criticism of Samsung’s new feature limitation to the Galaxy S26 series. Users alleged that the company […]
Trump administration admits a glaring error in its New York health fraud accusations
NEW YORK (AP) — President Donald Trump's administration this week acknowledged it made a significant error in figures it used to help justify a fraud probe into
Exploring the cognitive science behind NFL Draft decision-making behaviors
The human behavior and decision-making aspects behind a person’s dating life doesn’t stray too differently from the choices coaches and general managers make when selecting a player in the NFL Draft. “You date someone and you make a choice to commit to this person, or keep looking,” said Cleotilde Gonzalez,
18th Annual Hamilton Film Festival Set for July; Accepting Submissions Until May 15
Filmmakers are invited to submit their work to the 18th annual Hamilton New York International Film Festival.
Parental Depression: How Does Timing Impact Mental Health in Adult Offspring?
Research from Yale Child Study Center reveals how the timing of maternal and paternal depression affects adult mental health outcomes in the next generation.
$1M for office project in Broussard. See more in Acadiana construction.
Here's the latest building permits filed in Lafayette Parish.
Trump administration admits a glaring error in its accusations about New York health care fraud
President Donald Trump's administration has admitted to a major error in data used to justify a federal fraud probe into New York’s Medicaid program.