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The US-Israel War against Iran and the Lebanese Front
Regional and global actors must focus not only on developments in the Gulf but also on those in Lebanon which is seeing a war with Israel.
Harrisburg appoints new business administrator; council concerned with his experience, hasty vote
Harrisburg has a new chief of staff. At a meeting Tuesday, City Council approved Antonio Megna as the new business administrator, a position that has been vacant since a legal battle between council and the mayor resulted in the former office-holder’s termination. Megna previously served as the special assistant to the business administrator for about […]
Mayor Jones seeks business input on zoning rules for private detention facilities
SAN ANTONIO - Mayor Gina Ortiz Jones is asking the city’s economic development leaders to weigh in on a proposed zoning ordinance that would regulate where non-
Developers to meet with business owners about replacing historic cottages with 324-unit complex
Tennessee-based Bristol Development Group proposes demolition of colorful Fruitville Road village.
Pitt to offer online Infant Mental Health certificate
A new University of Pittsburgh academic program aims to address the mental health, growth and development needs of infants and toddlers amid a shortage of qualified, working professionals. Pitt has launched a new, online graduate certificate in Infant Mental Health. The 12-credit program kicks off this fall, said Robert Gallen,
Gov. DeSantis says Legislature should drive redistricting, acknowledges potential delays in mapmaking
'You've got to get it done probably within the next couple of weeks.'
Apple says Jon Prosser has only partially complied with subpoenas in iOS 26 leak case
In a joint status report, attorneys for Apple and Michael Ramacciotti updated the court on the latest developments in the trade secrets lawsuit over the leak of iOS 26 design details.
Memphis area spring sports top performers for Week 7 of the 2026 season
Here are Memphis area high school baseball, softball, boys soccer and lacrosse top performers from Week 7 of the 2026 season.
Get Real With SOMD Politics: Roy Alvey Discusses Spending, Development And County Priorities
ST. MARY’S COUNTY, Md. — On a recent episode of “Get Real with Southern Maryland Politics,” host Chris Hill sat down with St. Mary’s County Commissioner President candidate Roy Alvey for a wide-ranging conversation about his background, priorities, and vision for St. Mary’s County. A lifelong St. Mary’s County resident, Alvey emphasized his deep roots in the […]
Wisconsin GOP leaders keeping door open to partisan gerrymandering ban
Wisconsin Republicans say they are open to dialogue with Gov. Tony Evers on banning partisan gerrymandering.
Microsoft raises prices on Surface PCs due to skyrocketing RAM costs
Microsoft Surface tablets, laptops and hybrids have all gone up in price. This brings the flagship 15-inch Laptop 7 to $1,600 and the 13-inch Pro 11 to $1,500.
Small business owners sound alarm on word that Hamilton County may sell Business Incubator
Small Business owners at the Hamilton County Business Development Center say they’re worried about the future of the facility as the County Commission is set to
“It Would Be A Nightmare”: A PlayStation 6 “Lite” is Not Happening Due To Development and Hardware Reasons, Leaker Says
Leaker KeplerL2 debunks PlayStation 6 "Lite" rumors, citing technical "nightmares" for devs and 4K upscaling hurdles.
Diaspora MKE Sports Bar & Lounge making grand opening on 414 Day
Diaspora MKE Sports Bar and Lounge is making its grand opening from 5 to 7 p.m. April 14.
Google Search tackles sites that try to stop you from leaving when you hit the back button
Websites will have to stop acting like clingy exes and let us go without a fight.
Q&A with chemist Max Delferro: Unlocking breakthroughs in catalytic science
In this Q&A, chemist Max Delferro explains how his team is combining catalysis, artificial intelligence and robotics to speed chemical discovery — cutting catalyst development from decades to years while advancing more efficient industrial processes.
How vibe coding app Anything is rebuilding after getting booted from the App Store twice
Anything is planning to launch a desktop companion app to aid mobile app development after its App Store removal.
The Idaho Business Review Interviews of Highly Effective People: Andrea Cantor
Andrea Cantor, raised in Boise, is the new director of the city's Economic Development department, focusing on business growth and community partnerships.
Small business R&D tax credit proposal makes progress in CT legislature
State lawmakers have moved along a proposal to expand access to research and development tax incentives for small businesses, an effort that has failed in previous legislative sessions.
Ecuador and Saudi Arabia Will Face Off at Sports Illustrated Stadium in May During Final Preparations for the World Cup
MIAMI, FL (April 10, 2026) - Utilizing the last FIFA match window prior to the World Cup, Ecuador and Saudi Arabia will face off at Sports Illustrated Stadium in Harrison, NJ on May 30th at 7:30 pm (ET). Both teams are laser focused on getting out of the Group Stage
Jon Prosser Still Not Fully Cooperating in Apple's iOS 26 Trade Secrets Lawsuit
A joint status report filed yesterday in Apple's trade secrets lawsuit against YouTuber Jon Prosser and Michael Ramacciotti shows Prosser is still failing to comply with discovery, prompting Apple to seek a court order to compel him. The latest filing, submitted to the U.S. District Court for the Northern District of California yesterday, covers developments since the parties' last update in February 2026.
Help us help you: Take the FEDC 2026 Business Climate Survey
The Fairbanks Economic Development Corporation is working with Information Insights this spring to assess the health and trajectory of the economy of the Fairbanks North Star Borough and broader Interior
Kelly Sapp, PMP, LEED AP
Ardmore Roderick welcomes Kelly A. Sapp, PMP, LEED AP, as Vice President of Energy & Utilities.
Tulsa, OKC business leaders unite for first joint Washington, D.C. trip
Business leaders from across Oklahoma are heading to the nation's capitol this week to advocate for a shared legislative agenda aimed at boosting economic development across the state.
Starr Vegas Development proposes $10B sports and entertainment district on the Strip
A newly announced $10B development planned directly on the Las Vegas Strip is being pitched as a massive, year-round sports and entertainment hub -- and as a potential contender for an NBA-ready arena.
Open-air driving pleasure in the new Porsche 911 GT3 S/C
Lightweight cabriolet with a high-revving naturally aspirated engine and manual transmission.
Q&A with chemist Max Delferro: Unlocking breakthroughs in catalytic science
In this Q&A, chemist Max Delferro explains how his team is combining catalysis, artificial intelligence and robotics to speed chemical discovery — cutting catalyst development from decades to years while advancing more efficient industrial processes.
10 Reasons to Wait for the iPhone 18 Pro
Apple's iPhone development roadmap runs several years into the future and the company is continually working with suppliers on several successive iPhone models at the same time, which is why we often get rumored features months ahead of launch. The iPhone 18 series is no different, and we already have a good idea of what to expect for the iPhone 18 Pro and iPhone 18 Pro Max.
The Armory brings big-city fun and elevated dining to Maryville
It's a multimillion dollar project that has taken nearly a decade of development. The entertainment venue is also a full-scale restaurant and bar.
STAR Seminar- Reimagining Youth Sport as a Brain-Based Environment for Mental Health
Youth mental health challenges are rising globally, yet one of the most accessible youth-serving systems — sport— remains underutilized as a public health strategy. This Stress, Trauma, and Resilience (STAR) Seminar explores how insights from developmental neuroscience, trauma research, and sport-based youth development can transform everyday sport experiences into environments that promote regulation, connection, and resilience.
EDC and Business Impact NW to host two free workshops on capital readiness for businesses
Submitted by the Economic Development Council.
Microsoft Rejects Speculation It’s Axing Carbon Removal Business
Microsoft Corp., the world’s biggest investor in carbon removal projects, rejected speculation that it is abandoning its efforts to build out the technology.
Gossip: Howe still involved in transfer plans despite uncertain future
Newcastle's hierarchy are continuing to include boss Eddie Howe in discussions on transfer plans for the summer despite uncertainty over his future at St James' Park for the first time. The I) Arsenal and Chelsea are leading the chase to sign Newcastle's Lewis Hall, 21, but the Magpies will not let the left-back leave easily. (Caught Offside)
Quarterback John Mateer, OU offense experiencing 'super productive' offseason
The OU offense has had sharp development throughout the offseason, according to redshirt junior quarterback John Mateer, between his individual throwing mechanics, the team’s communication and rushing improvement.
2026 NFL Draft: Raiders mock draft update
We break down our picks in a new three-round mock draft update for the Las Vegas Raiders ahead of the 2026 NFL draft.
What the Albuquerque food business taught me about Bernalillo County economic development incentives
Street Food Institute leader backs a new county plan tying tax breaks to local hiring, purchasing and community investment.
Allegheny Health Network and UPMC to have pop-up clinics for NFL draft in Pittsburgh
With the anticipated crowds of people for the NFL draft, health care workers are preparing to care for anyone who will need treatment.
Allegheny Health Network and UPMC to have major presence for NFL draft in Pittsburgh
Asphalt/concrete plant proposed for former Bentley’s entertainment complex
ASHLEY — Ashley Borough Council will hold a public hearing on Tuesday on a proposed rezoning of the property where the former Bentley’s entertainment complex sits to allow for the development of an asphalt/concrete processing plant.
The color grading tool used by Hollywood now supports still photos – and it’s free. DaVinci Resolve 21 works with both photos and videos
DaVinci Resolve, a video editor popular for its color tools, now supports still photos to give photographers cinematic color tools – and aid hybrid creators
Courageous Leadership and Mental Health Take Center Stage at Women’s Leadership Institute Event
The Women’s Leadership Institute brought its April Career Development Series to the Interform Club at America First Field, gathering women from across Utah for a morning focused on Courageous Leadership and Mental Health. Hosted in partnership with the Larry H. Miller Company, the event explored breaking the stigma surrounding mental
The gut health benefits of everyday herbs
Discover how everyday herbs support gut health, digestion, and overall wellness while adding flavor to simple, everyday meals.
Top high school sports games of the week for April 13-19
See the top games of the week for April 13-19, including baseball, softball, track and field and more.
White House says it’s boosting affordability through physician reforms
A new report distills the Trump administration’s strategy as officials jockey to shape health care messages ahead of this year’s midterm elections.
Kansas governor signs sports authority bill to guide Kansas City Chiefs’ developments
The governor, state legislative leaders and owners of the NFL franchise announced in December the framework of a deal for developing a domed stadium surrounded by an entertainment district in Wyandotte County, in addition to the team’s headquarters, training facility and related developments in Johnson County.
The Global Supply Of Helium Is Being Disrupted, Impacting A Range Of Critical Industries Including Medicine And Tech Development
Helium may be one of the most underestimated resources when it comes to our international dependence.
Why I Chose Georgetown’s McDonough School of Business
Sarah Brannigan (B’28) why she chose Georgetown to study business, from professors, the professional development and experiential learning opportunities.
Filmmaking Stony Brook Brothers to be Honored at Long Island Music and Entertainment Hall of Fame
Screening of Famulari brother’s debut film “Best Man” as part of Local Filmmaker Series Brothers Anthony and Ryan Famulari from Stony Brook will be recognized by LIMEHOF with a screening and Q&A of their debut feature ‘Best Man’ on April 24 th as part of the local filmmaker series. Stony Brook, NY — The Long Island Music and Entertainment Hall of Fame (LIMEHOF) will host Stony Brook filmmaking brothers Ryan Famulari and Anthony Famulari on April 24 th at 7pm at LIMEHOF in Stony Brook (97 Main Street) as part of its Local Filmmaker Series. The two will screen their debut feature ‘Best Man’. The film screening will be followed by Q&A moderated by LIMEHOF Vice Chairman Tom Needham. The event is free for members and $10 for non-members.
Old Republic spins out TPA business as standalone brand after 30 years
Unit steps out from under PMA Companies with its own identity
Old Republic spins out TPA business as standalone brand after 30 years
Unit steps out from under PMA Companies with its own identity
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.
What the latest developments in Iran war mean for U.S. politics
The U.S. Military’s blockade of Iran’s ports and coastal areas came into effect this morning.
Mercy Health’s Mercy Serves program is hepling mental health challenges
Mercy Health’s Mercy Serves program is helping mental health challenges.
Belton 'Business Park' proposal draws neighbor pushback on warehouse development
Communities in Cass County, Missouri are changing each week, especially in Belton with new development projects popping up.
Random: Borderlands 4 Physical Switch 2 Version Apparently Surfaces In The Wild
Development on the Nintendo version was paused
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.
Tut Tut - Small Business Success Stories
Learn how Tut Tut, a local delivery company in France, uses Mac for application development and to power its fast-growing operations.
Lee Health: Volunteers make a difference every day
From boosted moods and happiness to a deep sense of accomplishment and purpose, volunteering offers countless benefits to those who give their time.
Politics made Alabama power bills high. It can lower them
The Alabama Legislature passed a law to cut the public out of the rate-making process. Here’s the flaw in it.
'It's incredible, like science fiction': How a new wave of immunotherapy is eliminating cancers
After nearly 100 years of development, treatments that bolster the body's immune system to fight cancer are coming of age – and saving patient's lives.
Starmer confirms UK will not support US blockade of strait of Hormuz
PM says opening waterway is ‘vital’ as he rules out any UK involvement in US moves to blockade strait
Bernier Insurance Agency to Host Greater Rochester Chamber of Commerce April Business After Hours
The Greater Rochester Chamber of Commerce is pleased to announce that Bernier Insurance Agency will host a Business After Hours event on Wednesday, April 15, 2026, from 5:30 to 7:00 PM. The event will take place at Bernier Insurance Agency, located at 32 Wakefield Street in Rochester. Celebrating its 45th year in downtown Rochester, Bernier...
The top 10 most challenging positions in sports
The Panther has crafted a comprehensive list of the toughest positions and events across all sports based on conversations with Chapman athletes. Which will take the top spot?
UberDoc Health Technologies Corp. Announces Upcoming Investor Webinar
Boston, Massachusetts--(Newsfile Corp. - April 13, 2026) - UberDoc Health Technologies Corp. (CSE: APPT) (FSE: 4KL0) ("UberDoc" or the "Company") is pleased to announce that Sean Kearney, Chief Executive Officer, and Dr. Paula Muto, Founder and Chief Medical Advisor, will present an introduction to UberDoc in a live investor webinar taking place on Wednesday, April 15, 2026, at 11:00 AM PT / 2:00 PM ET.The webinar will be hosted by Cory Fleck of the Korelin Report and provide an overview of...
AD Chris McIntosh is reportedly leaving Wisconsin for role in Big Ten office
According to two reports, Chris McIntosh, Barry Alvarez's successor as athletic director, is leaving Wisconsin for a job with the Big Ten Conference.
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.
Health Issues Linked to Obesity Differ Between Men and Women
Women and men with obesity have different health issues, which should be taken into account when suggesting treatments or interventions.
Steeplegate Mall redevelopment in Concord 'has returned,' city manager says
The redevelopment of the Steeplegate Mall in Concord is still in the works after multiple lawsuits stalled the massive project, according to city officials.
North Tahoe Chamber selects Cory Hunt as its new Business Development Manager
KINGS BEACH, Calif. – The North Tahoe Chamber announced that Cory Hunt has been hired as its new Business Development Manager. Responsible for cultivating opportunities for new and emerging businesses in North Tahoe, Hunt will...
JPMorganChase Partners With Sports Legends to Help Athletes Master Their Money
Learn more about JPMorganChase's partnership with sport legends in this sponsored article by JPMorganChase.
Park inequality in Southern California creates health risks, especially during the heat
Park-wise, the region has long been a land of haves and have nots. But a new study from researchers at UC Irvine and Chapman University shows that not all parks are created equal.
The Masters 2026 - final round LIVE! Latest updates, highlights, scores as Rory McIlroy chases major victory at Augusta National
Rory McIlroy looks to become first back-to-back winner of The Masters since Tiger Woods; coverage is live from 4.30pm on Sky Sports Golf, with Featured Groups, Featured Holes and extra coverage on Sky Sports+
Trey McKenney discusses game-sealing shot in National Championship
At the national championship celebration, Michigan Basketball G Trey McKenney discussed his game-sealing shot vs UConn and how he “blacked out” in the process:
3 big questions for Tennessee quarterback battle after spring practice
Josh Heupel spoke in the future tense about the Tennessee quarterback competition. He needs to see more development. Here are factors to consider.
Kawhi Leonard status for Warriors game emerges after ankle development
Once a dark horse contender, Los Angeles faces turbulence as Kawhi Leonard’s health and headlines cloud their playoff hopes.
Pacoima business owners say Montague Street conditions are driving customers away
Montague Street in Pacoima has become nearly impossible to ignore. Trash, abandoned furniture, and human waste line parts of the sidewalk and street, creating conditions that business owners say ar…
Helene recovery continues as Asheville businesses reopen 18 months later
Many businesses are still rebuilding after Helene, with a few of them having their reopenings this week."Today is the culmination of a year and a half of really
Plymouth Maple Fest sheds light on the maple syrup business
People from across the Plymouth community gathered on Saturday for the annual Maple Fest, which celebrates hand-made maple syrup across Sheboygan County.
Hidden weak spots in HIV and Ebola revealed with breakthrough nanodisc technology
A new nanodisc-based platform lets scientists study viral proteins in a form that closely mimics real viruses, revealing how antibodies truly recognize them. This approach uncovered hidden interactions in viruses like HIV and Ebola that traditional methods missed. By recreating the virus’s membrane environment, researchers can better understand how immune defenses work. The technique could speed up the development of more effective vaccines.
To the editor: Target Chicago to draw new business
With the sheer number of economic development agencies and organizations operating in our region, why aren’t we aggressively targeting businesses in the ...
If You Visit JoJo’s Diner, Bring Your Appetite
By Stefan Yablonski Q: When did you open? A: We opened Oct. 1. Q: Did you have a previous business? A: This is my first business ever. Q: So why did you start this? A: I was cooking for people my entire life and I decided I’m just going to try it on my own. And here we are! Q: How’s business been? A: It’s been good. Kind of slow over the winter, but starting to pick up now that the weather is getting better. We have high hopes for spring. We were really hopping over the weekend when it was much nicer out. Q: What’s your best dish? A: Our junkyard plates are our huge specialty. It’s a huge messy plate of goodness. We also have breakfast sandwiches, waffles, smashburgers and more. Q: Do you own this building? A: We lease from Chuck Burger. He’s our landlord. He has been super helpful. He provided all the equipment. I didn’t have to. Q: You’re a breakfast spot? A: We do breakfast and lunch all day. It’s kind of our thing. We are open 7-3 every day except Tuesdays. Q: How big is your staff? A: Currently it’s one other person. It’s just been me on the front end and someone in the kitchen or vice versa. Q: It’s all to go? A: Everything comes out ‘to go’ — served in to-go containers. You can eat inside or you can take it with you. We don’t have to provide extra staff for waitresses and dishwashers and all that. Q: Do you have any business background? A: I did the small business program at the college. But that’s about it. We’re new, but we’re still building. We hope to grow and stay here for a long time.
New to The Street to Broadcast on Fox Business on Monday, April 13, Featuring Virtuix Holdings...
The show will air as sponsored programming nationwide at 10:30 PM PST on Fox Business Network
New to The Street to Broadcast on Fox Business on Monday, April 13, Featuring Virtuix Holdings...
The show will air as sponsored programming nationwide at 10:30 PM PST on Fox Business Network
New to The Street to Broadcast on Fox Business on Monday, April 13, Featuring Virtuix Holdings...
The show will air as sponsored programming nationwide at 10:30 PM PST on Fox Business Network
Who were Montgomery area high school sports top performers for April 6-10
A list of this week's top performers in high school sports in the Montgomery area from games played Monday through Friday, April 6-10.
Detroit Lions 2026 NFL Draft Need Analysis: Quarterback
The Lions seem solid at the QB position for 2026, but could they add a developmental QB?
'iPhone Ultra' Will Solve Two Key Problems
Apple reportedly plans to unveil a foldable iPhone in September, and the device will supposedly solve two problems with foldable smartphones. In case you missed it, a leaker on Chinese social media platform Weibo recently claimed that the foldable iPhone will be named "iPhone Ultra". According to Bloomberg's Mark Gurman, the device will have improved screen quality and overall durability compared to competing foldables.
“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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📺 Today’s guide: Saturday packed with Brasileirão, Bundesliga on OF +
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