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10 Things In Your Bedroom You Should Toss Today
From bookshelves and overly-cluttered dressers to lighting and furniture sets, these are the things Southern designers say it’s time to retire or replace in the bedroom for a place of calm and rest.
UFC Winnipeg results: Mike Malott retires Gilbert Burns with savage 3rd-round knockout
Draymond Green reiterates commitment to Warriors after Play-In loss
14-year NBA veteran Draymond Green has no plans for retirement after Golden State's Play-In loss to the Phoenix Suns Friday night.
It's Your Business has Linda Gwaltney and Emersen Frazier Freeman
News about the latest hires, retirements and more in the Topeka area.
Prep sports roundup: Jayden Rojas delivers 14 strikeouts in Bell's 1-0 win
He retired 18 consecutive batters before giving up a leadoff single in the seventh inning against Roosevelt.
Strait of Hormuz reopens & getting money out of politics
The Strait of Hormuz reopens as President Trump teases another round of talks. Retired Naval Intelligence Commander Dr. Paul Chabot weighs in on what could come next. Plus, Ken Whittaker with Michigan United discusses why he feels money should be taken out of politics.
7 AI Tools That Run Your Entire One-Person Business While You Sleep (No Staff, No Code)
These seven tools execute for you — I'll demo each live with prompts so you can build a business that runs even when you're offline.
Longtime business leader Jim Schellinger leaves Indy's economic development agency
Indy Economic Development Inc. said his retirement, announced late Friday, is effective immediately. No additional information about his departure was provided.
LeBron James reportedly could still retire at end of season, return to Lakers or play elsewhere in 2026-27
Sue Bird, Megan Rapinoe announce separation on social media
Retired sports stars Sue Bird and Megan Rapinoe announced Friday on social media that after a decade together, they are no longer in a relationship.
Spare tire outside business leads to assault charges in Brook Park
Police arrested a Fairview Park man April 6 after he attacked a Cleveland man outside a multitenant industrial-office building on Brookpark Road.
NFL Mock Draft: Final projections for the entire NFC South
Our final division wide mock draft for the entire NFC South is live.
Tired of 2026 mock drafts? Meet the 32 future stars who could define the 2027 NFL Draft
Jeremiah Smith headlines the list, while Arch Manning cracks top five but isn't QB1
The Identity Crisis: who are you without your business?
Amber Freeman, host of Bloom, sat down with Author of “Unchained,” Bobby Mascia, to talk about how the biggest risk to a successful retirement isn’t actually a financial one.
Costco worker Lee Warders, famous for not smiling, retires from WA store
Ahead of Lee Warders' retirement Saturday, Costco customers have turned to his fan page to celebrate the viral sensation's next steps — and mourn their loss.
The 3 forces quietly dismantling the business model that made enterprise software fabulously profitable
Roundtables with senior business leaders in San Francisco and New York revealed a consensus: AI isn't just threatening SaaS, but the entire industry.
Whole Hog Politics: A Supreme Court vacancy could remake Senate midterms
[Watch Whole Hog Politics live: Join us today at 9 a.m. ET at TheHill.com as Chris Stirewalt and host Bill Sammon break down this week’s political news and answer questions from a live online audie…
Apple Marketing Chief for Watch, AirPods, Home and Health Retires
Apple Inc.’s marketing executive in charge of the Apple Watch, AirPods, health and smart home initiatives said he’s retiring, marking a changing of the guard for a series of key product lines.
Resilient Entrepreneur Program Elevates Local Businesses
Johanna Robinson joined the Resilient Entrepreneur Program (REP) at Cal State San Marcos with a three-ring binder filled with sketches of two kittens inspired by her twin daughters. She wasn't sure if her project would become a children's book, an animated series or something else entirely."I was thrilled to be accepted," Robinson says. “As a...
Editorial: 11 Sports Director Gerry Sandusky retires
After more than four remarkable decades in broadcasting, WBAL-TV 11 Sports Director Gerry Sandusky is stepping away from the microphone.
Missouri Hemp Businesses Ask Governor To Veto Bill That Would 'Eliminate' The Industry
“It would effectively eliminate an entire industry in Missouri—the hemp industry—regardless of any federal change in legislation.” By Rebecca Rivas, Missouri Independenta Gov. Mike Kehoe’s (R) office received 10,000 handwritten letters Tuesday asking him to veto a Missouri bill that would impose a statewide ban on intoxicating hemp products. The letters, gathered in just 10 […]
Mastercard: What Financial Health Looks Like Right Now
New global research shows consumers define being financially well as paying bills on time and staying out of debt, long before building wealth or planning for retirement. NORTHAMPTON, MA / ACCESS Newswire / April 16, 2026 /Originally published by ...
Avoid these common small business tax mistakes
Block Advisors Strategy and Small Business Program Manager, Latasha Randle, chats with Host, Elizabeth Gore, about how self-employed entrepreneurs can simplify taxes, retirement, and healthcare planning. Randle shares practical advice on staying organized year-round, maximizing deductions, and building long-term financial security through proactive planning.
Today’s Papers – Allegri’s frosty relationship with Milan, Yildiz’s knee problems
La Gazzetta dello SportRoma tension, Ranieri could even leaveGasp wants full trustInter, Bastoni takes a breakChivu changes; the defender is tired and will miss Cagliari.Devil of a nineJuve slow down,...
Meghan Markle Says She Was Once the 'Most Trolled Person in the Entire World'
Meghan Markle and Prince Harry visited a youth mental health group during the third day of their trip to Australia. During a discussion with young people, Meghan said she was once 'the most trolled person in the entire world' and she has been 'bullied and attacked' every day for 10 years on social media.
Scientists solve 100-year-old mystery behind rubber that powers modern life
Every time you drive, board a plane or water your lawn, you're relying on a material that has quietly powered modern life for nearly a century—reinforced rubber. It's in car and aircraft tires, industrial ...
JPMorganChase partners with sports legends to help athletes master their money
Athletes’ careers are unpredictable. Fewer than 2% of NCAA college athletes turn professional and many professional athletes retire before they’re 35. Yet nearly 65% of athletes say they never had financial education in school. To help address the unique challenges athletes face, JPMorganChase announced a new initiative to help athletes navigate every aspect of their financial lives, from early career stages […]
Acclaimed astrophysicist and electric slam poet blend science and storytelling in upcoming UCSC lecture
The second annual Landesman Lecture features UC Santa Cruz professor Enrico Ramirez Ruiz in conversation with slam poet Jasmine Schlafke—blending science, poetry and storytelling to explore our deepest origins and shared humanity. The lecture series is made possible by UC Santa Cruz faculty retirees, Edward (Ed) and Miriam Landesman.
Trump reveals he has multi-pick SCOTUS plan ready as retirement speculation heats up
President Trump says he is prepared to appoint up to three Supreme Court justices as speculation swirls around Justice Alito's possible retirement.
'Dr. Pimple Popper' Sandra Lee Recalls 1st Signs of Stroke That She Dismissed
At age 55, Lee had a stroke but initially thought she was tired and stressed from filming her reality show and working as a doctor.
Scientists Think They Could Design Entire Cities That Heal Your Brain
Biophilic designs—buildings that mimic natural forms—may help reduce psychological stress.
Trump recalls how Ginsburg’s death affected the Supreme Court as he discusses whether Alito should retire
President Donald Trump complimented Supreme Court Justice Samuel Alito but when asked about him stepping down while Republicans are in control, he pointed to how Justice Ruth Bader Ginsburg’s death shifted the court.
Tired of sports streaming wars? I've got a bill for that.
Sports fans are losing to Netflix, Amazon Prime, Peacock, Disney and NBA League Pass. My For the Fans Act will make sure no fan is left behind.
Pulse of Politics: Dealing with inflation & Michigan Gubernatorial Debates
Financial Instructor Michael Masserant with the Retirement Education Foundation discusses how we can help our bottom line amid inflation and economic concerns. Plus, Pulse Anchor Roop Raj and Pulse of Politics Host Aaron Jordan discuss the upcoming Michigan Gubernatorial Debates, hosted by FOX 2.
Former All-Star closer Brad Lidge is now an archaeologist
Some retired MLB players become coaches. Some retired MLB players become broadcasters. The former Phillies star chose a different path.
Disney’s 1,000-Person Layoffs Claim Entire PR Teams, Specialty Divisions
Disney's 1,000-person layoffs impacted Marvel and several entire divisions of publicity, and some lieutenants of Asad Ayaz.
2026 NFL Draft rumors: Cowboys pursuing defense if they trade up, latest on Aaron Rodgers
Dallas has started kicking the tires on teams inside the top 10 while the Steelers are in a predicament
Cinergy Entertainment Group Partners with Unique X for Full-Circuit Technology Upgrade
Unique X has confirmed a new collaboration with Cinergy Entertainment Group to deploy its cinema software solutions across Cinergy’s entire estate. Through this agreement, Cinergy will roll out RosettaBridge TMS to every site, complemented by the implementation of RosettaNet CMS and BaseKey KDM. Together, these solutions will form a cohesive, circuit-wide platform designed to unify […]
Scientists discover why bread can cause weight gain without extra calories
Bread and other carbohydrate staples may be doing more than just filling plates—they could be quietly reshaping metabolism. In a surprising twist, researchers found that mice strongly preferred carbs like bread, rice, and wheat, abandoning their regular diet entirely. Even without eating more calories, they gained weight and body fat, not because they overate, but because their bodies burned less energy.
Raiders veteran tackle heads to reserve/retired list
The Raiders placed veteran offensive tackle Joshua Miles on the reserve/retired list this offseason after five seasons spent in the NFL.
Tudor Monarch – Watches and Wonders 2026
For its 100-year anniversary, Tudor debuts an entirely new model – the Tudor Monarch – with an integrated design and more decorated calibre.
Republican Rep. Tony Gonzales of Texas says he will retire after admitting to affair with staffer
Gonzales had already said he would not seek reelection after admitting to an affair with a staff member who later died by suicide.
Microsoft is officially killing its Outlook Lite app next month
The app had already been scheduled for retirement.
Insurers Stand to Gain Big Business From Data Centers
That's how much S&P Global Ratings estimates data centers could pay in insurance premiums this year. That number compares to $5 billion a year for the entire aviation sector, the ratings firm said in a report Monday. The firm estimates the total insurable amount of data-center assets at $2 trillion
R.I. Health and Human Services Secretary Richard Charest to retire
A plan for interim leadership will be announced before Charest’s retirement on July 3, Governor Dan McKee’s office said.
Five NFC teams that must ace the 2026 NFL Draft: Cowboys have two first-round picks to address leaky defense
Rams' Super Bowl window closing with Matthew Stafford nearing retirement
Dobbin retires with 'serious and life-changing health issue'
Scottish 200m record holder Beth Dobbin announces her retirement following "a three-year battle with a serious and life-changing health issue".
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.
"I couldn't protect it" Pete Hines says he left Microsoft-owned Bethesda because he didn't want to watch it be "damaged and broken apart and frankly mistreated, abused"
Former Bethesda head of publishing Pete Hines has spoken about the frustrations which led him to retire back in 2023.
Trump Family Deal Spree Could Open Door for Future Presidents to Profit From Office
NEW YORK (AP) — For decades, presidents avoided even the appearance of profiting from their office. Harry Truman refused to lend his name to any business, even in retirement. Richard Nixon so feared a brother might profit off their ties, he had his phone tapped. And George W. Bush dumped his ...
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/].
Framingham State has 2 million reasons to rename its science labs
Framingham State University is renaming Hemenway Laboratories after receiving a $2 million donation from a retired professor.
Schwalbe Reveals New Romy Tire, UltraSoft Compound & Radial Tacky Chan
New tread patterns and new rubber compound options.
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...
Will Aaron Rodgers' potential retirement dash Steelers' 2026 plans?
The Pittsburgh Steelers may be in for a long 2026 season if Aaron Rodgers chooses to retire, leaving the team with Will Howard and Mason Rudolph.
Eight years later, Apple quietly shuts the door on AI chief John Giannandrea
Since his retirement was announced in 2025, Apple Intelligence head John Giannandrea has been reduced to the role of an advisor, but is now expected to exit Apple Park shortly.
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 […]
Charlie Crist's humanity laid bare by, wait for it, the Tampa Bay Times
Crist is shown as something he’s not often been accused of: entirely relatable.
Why Bill Moos is fed up with major college sports
Bill Moos, former player, coach and athletic director of some of the country’s past and present powerhouses, has seen the future of college athletics and is glad he retired to 63 acres near Spokane.
Life on Mars? Tiny cells just survived shock waves and toxic soil
Mars may be hostile, but it might not be entirely unlivable. In lab experiments, yeast cells survived simulated Martian shock waves and toxic perchlorate salts—two major environmental threats on the Red Planet. Their secret weapon was forming protective molecular clusters that shield critical cellular functions under stress. Without these defenses, survival plummeted, pointing to a potential universal strategy life could use beyond Earth.
Chisora suggests retirement U-turn for Wilder rematch
Derek Chisora said he would retire after last weekend's fight against Deontay Wilder but is now pushing for a rematch, saying he was "upset" with the scoring.
Seniors: Dennis Ouellette, 80
Ontario Orchards owner not slowing down as he grows his farm market By Stefan Yablonski The seeds for Dennis Ouellette’s career path were sown when he was 6 years old — and he isn’t slowing down. “Since age 6, I grew up an agriculturalist. That is 72 years. Started out with a 37-acre farm when I bought it from my parents and built it up to almost 300 acres. Brought it back down to around 200 acres now,” he said. The location of his business was just a barn, a horse barn, he said. “In 1967, it officially became Ontario Orchards Farm Market. My wife [June] and I graduated [high school] in 1964 and three years later we became Ontario Orchards. We have been here more than 60 years,” he explained. “It is the same location. We have expanded over the years as the customers mentioned different things; we have expanded to bring in different products. “What keeps me going is I totally enjoy what I am doing. I enjoy the people that I work with. The customers are wonderful. Mostly, more important than anything, is my family — my wife, my daughters, grandchildren, son-in-law — we are still very much a family business I’m not going to retire just yet.” He also enjoys the changing seasons. “Ontario Orchards is a four-season business. There is always something new; more energy, more interest. Not only for the business but for my staff, the people that work here. Things keep changing, changing. We are always looking forward to something new and exciting,” he said. They work with quite a number of local farmers within the area and throughout the state, throughout the country and from around the world.” “We do have things from different countries around the world. But specifically, we are very excited about the local. We have an over 200-acre farm. We sell just about everything we raise on that farm right here at the farm market. For example, we press cider year-round. We make baked goods every day, year-round. We sell our apples 12 months a year.” “Today, there are so many products in Ontario Orchards that we never would have thought of in 1967,” he continued. “I attribute a lot of that to my daughters. I like the young blood and new energy. That is very crucial to a business, it keeps it vibrant.” What’s his favorite part of the job? “I don’t have a favorite part. I enjoy it all. I have a lot of intertest in other things,” he said. “I have staff that knows so much. I can go to the staff and say, ‘I don’t know what this is, you tell me what this is.’ They are so knowledgeable. It is impossible for one person to know everything in this place. In the summer, staff is about 60; in the winter about 20, 25.” He added that he plans on being around for several more years.
Seniors: Carol Watson, 72
Owner of Carol Watson Greenhouse and Landscaping in LaFayette enjoys her growing business — still puts in six-, seven-day weeks By Mary Beth Roach Carol Watson, the owner of Carol Watson Greenhouse and Landscaping, has been in gardens since she could walk. Literally. She said she learned to walk in her grandfather’s garden, which was next door to her current home and business in LaFayette. Today, at 72, she is running the business that her mother, Claire, opened in 1981 as Watson Greenhouse. Watson worked part-time for her mom until 1990, when she joined her full time. While she may not have had any formal horticultural experience, she said she learned so much about growing and raising plants from her mom, who had an abundance of energy and talent. Now, after 35 years in the business full time, Watson has no plans to retire, although she joked that she’d like a couple of days off a week. On her seven-acre site, complete with four greenhouses, Watson said her favorite parts of the job are working with and educating her customers; helping some of her young customers build terrariums; conducting occasional class field trips; and supporting local art by decorating the shop with an eclectic mix of pottery from at least four area craftspeople. A one-time employee of the former Dey Bros. department store in Syracuse, Watson said she loves merchandising and enjoys displaying unique pieces of art on shelves and even suspending from ceilings. “We’re creative. We also had top quality plants. We got a reputation of quality plants and unusual products,” she said. It’s tending to her customers and her plants, showcasing the unusual products, and hosting special events to benefit the community that keep her motivated to work six to seven days a week. “I just love it. I love taking care of the plants. I’m one of the few people that really enjoys watering,” she said. And while she has cultivated a solid customer base over the years, she remains savvy in her marketing efforts to draw in new customers. For example, she does a gardening segment on CNY Central television; her active Facebook page has thousands of followers; and she hosts a number of unique events and classes that not only introduce her shop to potential new clients, but some benefit nonprofits as well. About 13 years ago, when the local symphony orchestra was struggling, she said she wanted to help. So, partnering with the group, she began offering concerts, called Soirees, featuring the Syracuse Orchestra’s string quartet. Following up on a suggestion from a customer whose brother is a deejay in retirement, specializing in sock hops, she hosted the greenhouse’s first sock hop. Plants got moved back toward the walls to make room for dancing; a caterer was brought in, offering diner-like food; guests came in period outfits; and proceeds went to the Food Bank of CNY. She is excited about doing it again in October. Via her website, she promotes the greenhouse as an “oasis in the snow,” offering visitors the opportunity to pick up some decorating and gift ideas while taking in the floral and citrus scents. And she also caters to her four-legged friends. Over this past winter, she said, she came up with a “brilliant idea,” although at the time she didn’t appreciate just how brilliant it would become. Feeling it too cold outside to take her dog for a walk, she opted to bring it into the greenhouse. And before long, she was inviting people to bring their dogs into the big greenhouse as well. She looks forward to extending that invitation again this upcoming winter season. For Watson and her customers, the greenhouse is always in season.
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.
Babies too young for MMR vaccine become ‘sitting ducks’ in measles outbreaks
Babies too young to be vaccinated are among the most vulnerable in a measles outbreak and depend entirely on herd immunity.
“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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