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Politics Unplugged Podcast: Laura Gersony on the SRP election and Turning Point's impact
Arizona Republic reporter Laura Gersony joins us to talk about the SRP election, and why it was a loss for Turning Point USA. Then Dennis and Colin talk about the President’s threat to end a civilization and Melania Trump's Epstein-focused press conference.
New Cold Case Task Force spotlights growing role of private forensic labs
The same DNA science being used to bring closure to families in long-unsolved cases is also increasingly being used as a frontline investigative tool.
Spark! Imagination and Science Center hosts Earth Fest for families
Spark hosts a Spark! Sunday event each month to encourage fun while exploring the basics of STEM concepts.
Chelsea 0-3 Man City: What Rosenior said
If you go down against teams as good as this, what you have to do for the next five minutes is to stay in the game. It ended up being a really, really difficult second half." On building resilience in the team: "I am accountable.
Barricaded suspect involved in hit-and-run, placed on mental health hold
A 28-year-old Santa Clarita man was arrested on suspicion of hit-and-run, DUI and was placed on a mental health hold after being involved in a hit-and-run incident northbound Interstate 5 near San Fernando Mission, according to […]
Stein questions whether state’s data center incentives still make sense
Sales tax exemptions could cost N.C. $450 million as new data centers come online, the Democratic governor said.
Brewers score vs Nationals today, live game updates, highlights, lineups
The Brewers will try to avoid being swept by the Nationals on Sunday afternoon at American Family Field.
Cologne wins Bundesliga relegation duel 3-1 against 10-man Werder Bremen
Cologne eased its Bundesliga relegation worries on Sunday with a 3-1 win over 10-man Werder Bremen that left the visiting team just outside the drop zone. Wagner has been handed the reins for the rest of the season after Cologne fired Lukas Kwasniok as coach on March 22.
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.
Shropshire sports charity's £510k award to get people moving
The funding will be used to support people who "face the greatest barriers to being active".
‘Euphoria’ has outgrown itself, on screen and off
Everything was different when “Euphoria” premiered in 2019. Now, as the series makes its long-awaited return Sunday, the third and final season of the show is emerging into a drastically different world, both in terms of the story being told on screen and the generation of stars the show helped launch off screen.
Mississippi reveals its full history for America's anniversary year, a contrast to federal efforts
America’s history is being seen through different lenses as the country celebrates its 250th anniversary | WBBM Newsradio 780 AM & 105.9 FM
FULL SHOW: Inside INdiana Business 4/12/26
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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.
After being an iPhone user for 13 years, here's why I'm finally switching to Android for good
After 13 years with an iPhone, I finally made the switch to Android — and it all came down to one simple feature.
Inside Tinder HQ, from a Lego station to roof-deck espresso
Tinder's West Hollywood headquarters has seaweed snacks, protein bars, and beer on tap. For those with a sweet tooth, there's full-size candy bars.
How we reported on KY's 4th Congressional District, Massie, and Trump
How The Enquirer reported on the Massie-Gallrein race throughout the congressional district.
Deion Sanders says he's in good health during Colorado's spring game
A year after being diagnosed with bladder cancer, Deion Sanders insists he's in good health.
Football fans are being taken for a ride by the NFL — the DOJ could stop that
Nobody should be surprised that the Justice Department has opened an investigation into the NFL’s antitrust exemption — but it’s far from clear how this game will end.
Costco Just Introduced the Kirkland Product Fans Have 'Been Waiting For,' and It's Selling Out Fast
Costco’s Kirkland Signature Ultra-Filtered Reduced Fat Milk, which is remarkably similar to Fairlife 2% Lactose-Free Milk, boasts 13 grams of protein per serving and half of the sugar compared to regular milk, at a fraction of the cost.
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.
Deion Sanders back on the field at Colorado's spring game
After a season that saw Colorado go 3-9, Buffaloes coach Deion Sanders, 58, was hands-on as he watched his team scrimmage on Saturday at the spring game, telling reporters that "I'm good, I'm good," after being diagnosed with bladder cancer last year.
ON THE JOB: “What is the Best Business Advice You’ve Ever Received?
Interviews by Deborah Jeanne Sergeant Sound advice can contribute to your success. We recently asked area business leaders, what was their best advice they’d ever received. Here’s what they said: “The best advice I ever received was from my then –boss, Gerry Church, Fulton plant manager at Miller Brewing Co. He told me that whenever I wanted to discuss a business problem or issue with him, I should also be prepared to offer possible solutions. It’s the difference between being proactive or reactive. It’s also the difference between being a leader or follower. That has served me well in any business relationship I have had since then.” — Stephen Chirello, Owner, Steve Chirello Advertising, Fulton “Someone will always do it for less; they will also take the most effort to service or satisfy and leave you for the next lower price.” — John M. Henry, Owner, Speedway Press, Mitchell Printing, Phoenix Press, Oswego “I’m going to answer this question by turning it around and giving my own advice that is, ‘Always treat every customer as if they were your only customer!’ We are celebrating our 50th anniversary in business this year. We started our business on March 25, 1976. My advice works.”” — Nick Chervinsky, President, Brewerton Pharmacy, Brewerton “’You need to toot your own horn, my grandfather, Howard D. Dice, told me.” — Beth Ann Dice, Women’s active aging and cancer recovery coach, Mission Movement Wellness Studio & Breast Cancer Recovery Studio, Fulton “In the micro enterprise class, they taught, ‘Get a good lawyer, accountant and bank.’ That was over 30 years ago and I still have those three today. I chose good people I could grow with.” — Tony Pauldine, Owner, Anthony M. Pauldine General Contractors Inc., Oswego “From my grandfather; ‘Listen to everyone! You never know where you will get the solution you need.’” — Kevin Dean, Executive director, Oswego County Opportunities, Fulton “‘Preparation is the mother of success.’ My dad always drilled that into my head growing up, and it has helped me avoid a lot of snags in both my personal and professional life. Thanks, Dad!” — Bekkah Frisch, Owner and president, iHeart Holdings, Inc., Fulton “If you don’t take a risk and try, you will never know.” — Justin Taber, Owner, Torbitt’s Service Center, Oswego “Be ready to take a loss.” — Cody Seymour, Manager, Damiano’s Eatery, Mexico “I’ve received so much good business advice over the years. When people are giving you advice, always be curious rather than judgmental. Follow your gut. Doing the right thing is never the wrong thing.” — Dana Decker, Principal owner/broker, Berkshire Hathaway Home Services, Oswego ’Do it and figure it out later.’ It hasn’t failed me yet. Too many people take time to think about doing this and this and this and then the opportunity is over with. If it’s somewhat reasonable — if it’s not something outrageous — do it and figure it out later.” — Jeremy Allen, Licensed real estate salesperson, Acropolis Realty Group, Syracuse “’Try to meet the needs of the customer. Treat them like you’d like to be treated.’ It’s like the Golden Rule says.” — Douglas Dickson, Physician and associate at CNY Foot Surgery and Podiatry Care, East Syracuse “The best piece of business advice I’ve ever received applies to life in general: always be honest. Never overstate your capabilities and always be willing to ask questions. The more specific you can be in any given topic will always lead to a better outcome.” — Tom Fernandez, President, Woodbine Hospitality, Syracuse “As a business owner, the advice would be ‘Don’t overextend yourself. Especially in agriculture, expect issues to come up.’ If something is going right, it’s not true agriculture. This last season, we scaled very hard to field another crew. We got more drones, crew and generators based on projections. This last season hit the ag community hard with a very wet spring. We did 15,000 to 20,000 acres for fungicide and the same for cover crop seeding in 2024. We scaled to 25,000 to 30,000 for 2025. We ended up doing 2,000 for fungicide and 3,000 for cover crop seeding. That’s why that advice was good.” — Rick Jordan, Operations manager, CNY Drove Services, Clinton “’Keep your head down, mind your own business and do the best for your clients that you can do.’ It has a lot to do with my success in working for Galloway Century 21.” — Ed Fayette, New York state licensed real estate agent, Century 21 Galloway, Oswego “’Expand in all ways, always.’ It just keeps you going and keeps you growing.” — Stephen Baier, Licensed real estate person, The Real Estate Agency & Bouck Commercial, Auburn “The best advice is, ‘Your biggest asset you won’t see on the books because it comes from your employees.’” — David Flickinger, Owner, Edible Arrangements, Syracuse “Don’t take things personally when you’re working with the public.” — Leeann Desimone, Manager, Annie’s Hallmark Shop, Auburn “‘Follow up.’ The customer knows that you care about what you are doing and that their opinion counts. Sometimes they might be on the fence about whether they want to use your company. If they’re asking your opinion on things, they feel you are concerned about what you’re doing. They like to be kept in the loop if they’re spending money with you.” — Dorothy Casper, Saslesperson, SweetWoods Memorials, Phoenix “The best business advice I received is ‘Never be the smartest person in the room. Surround yourself with people who are smarter than you.’ That’s how you learn.” — Debbie Bilello, Owner, Virtual Office Solutions, Central Square “’You need to grow your business but you can’t grow too big too fast.’ That’s what we’ve done at Pinnacle Maintenance. We’ve tried to grow but not too fast. Along those same lines, there’s another good piece of advice, ‘Don’t take on more than you can handle because it only leads to a bad name for your business and a bad experience for your customers.’ It goes along the same lines as growing your business slowly and carefully.” — David Wines, Owner, Pinnacle Maintenance, Central Square “Always be on time and do what you say you are going to do.’ I’ve done very well following that advice. Most of my work is referral and I don’t really do any advertising so I have a pretty good customer base. It’s mostly word-of-mouth from satisfied customers.” — Robert J. Fleming, Owner, Bob Fleming Windows & Doors, Brewerton “’Concentrate on your finances, always pay your taxes, and form a team you can depend on. Try to help the community you’re in as much as you can.’ We do all of these all the time here. We give and give and give to the community and the community gives back to us always.” — Susan Bonnet, Co-owner, Bonnet Sales and Service, Central Square “Keep smiling. It brings a positive attitude to the workplace.” — Karin Lindsley, Vice president, DTS Truck Service, Syracuse “‘Customer service above all.’ Following this advice has served us very well.’ — Guy Fox, Owner, Fox’s Discount Parts, West Monroe “The best thing to do is to make sure you’re taking in more money than you’re spending. I wish I could say I’m a good businessman but I have been in business since 1981. I’m not a bean counter but work well with my hands and its’s served me well all these years and I am still in business.” — Matt McGill, Owner, Matt McGill Collision, Brewerton
Seniors: Dennis Ouellette, 80
Ontario Orchards owner not slowing down as he grows his farm market By Stefan Yablonski The seeds for Dennis Ouellette’s career path were sown when he was 6 years old — and he isn’t slowing down. “Since age 6, I grew up an agriculturalist. That is 72 years. Started out with a 37-acre farm when I bought it from my parents and built it up to almost 300 acres. Brought it back down to around 200 acres now,” he said. The location of his business was just a barn, a horse barn, he said. “In 1967, it officially became Ontario Orchards Farm Market. My wife [June] and I graduated [high school] in 1964 and three years later we became Ontario Orchards. We have been here more than 60 years,” he explained. “It is the same location. We have expanded over the years as the customers mentioned different things; we have expanded to bring in different products. “What keeps me going is I totally enjoy what I am doing. I enjoy the people that I work with. The customers are wonderful. Mostly, more important than anything, is my family — my wife, my daughters, grandchildren, son-in-law — we are still very much a family business I’m not going to retire just yet.” He also enjoys the changing seasons. “Ontario Orchards is a four-season business. There is always something new; more energy, more interest. Not only for the business but for my staff, the people that work here. Things keep changing, changing. We are always looking forward to something new and exciting,” he said. They work with quite a number of local farmers within the area and throughout the state, throughout the country and from around the world.” “We do have things from different countries around the world. But specifically, we are very excited about the local. We have an over 200-acre farm. We sell just about everything we raise on that farm right here at the farm market. For example, we press cider year-round. We make baked goods every day, year-round. We sell our apples 12 months a year.” “Today, there are so many products in Ontario Orchards that we never would have thought of in 1967,” he continued. “I attribute a lot of that to my daughters. I like the young blood and new energy. That is very crucial to a business, it keeps it vibrant.” What’s his favorite part of the job? “I don’t have a favorite part. I enjoy it all. I have a lot of intertest in other things,” he said. “I have staff that knows so much. I can go to the staff and say, ‘I don’t know what this is, you tell me what this is.’ They are so knowledgeable. It is impossible for one person to know everything in this place. In the summer, staff is about 60; in the winter about 20, 25.” He added that he plans on being around for several more years.
Seniors: John Lemp, 70
Has been working for more than 50 years in the business — M. Lemp Jewelers in Syracuse — that his great-grandfather started in 1890 By Mary Beth Roach Don Lemp owns and represents the fourth-generation of the family business, M. Lemp Jewelers, but he still calls himself “a counter guy.” “I love interacting with couples. It’s a wonderful business. You’re celebrating marriages, engagements, births, anniversaries — all these different significant moments that people invite you into their lives for whatever brief period of time it might be to help them celebrate whatever their important occasion is,” he said. This is one of several reasons why Lemp, at 70, has been working for more than 50 years in the business that his great-grandfather started in 1890. Always located in the downtown Syracuse area, the store has been situated in the building that the family owns on East Fayette and Warren streets since 1971. He jokes that he’s been in the business so long he is now selling engagement rings to the second generation in some families. He also loves the opportunity to learn about the ever-changing industry and gemstones. “You have to know not only diamonds, but all the colored stones, from A to Z, from andalusite to zircons,” he said. Lemp said he had originally thought he wanted to become an attorney, but while working part-time in the store while attending college at Syracuse University, he decided to follow in the family business. His father, Walter D. Lemp Sr., and his mother tried to discourage their son from pursuing retail, reminding him of the hectic hours and lifestyle intrinsic in this business. But the younger Lemp [whose full name is Walter D. Lemp Jr.] prevailed. So, over the years, father and son got to work together in the family business for 35 years. And while many other jewelers retreated from downtown to suburban malls in the 1970s, the Lemps decided to stay downtown. And it’s a decision that Lemp Jr. feels it has worked out well. As he explained, downtown Syracuse is seeing a rebirth. One website, Point2Home.com, has noted that more than 6,000 people live there and the median income is about $62,000. In addition, according to the website that Lemp built years ago, the store can cater to customers throughout the country. His customers, whether from across the country or across Onondaga County, are just one reason that Lemp stays engaged in the business. His employees, the opportunity to continue to learn in an industry, and the challenge to continue to improve business are all other reasons, he noted. He’s also been able to travel to India to buy diamonds and he enjoys buying and selling estates. “I’d rather gallop in the corral than ride into the sunset,” Lemp said.
‘I jumped at it’: Australia’s new CDC chief on trust, misinformation and never being surprised by a health threat
Zoe Wainer’s parents started the country’s first public abortion clinic. Now she is making history too, as the inaugural head of the Australian Centre for Disease Control
Asha Bhosle health update: Granddaughter Zanai Bhosle confirms singer being treated for ‘extreme exhaustion, infection’
Asha Bhosle's granddaughter Zanai Bhosle confirmed on Saturday night that the legendary singer is hospitalised and is being treated at the Breach Candy Hospital
“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.
Borderlands 4 Nintendo Switch 2 copies apparently spotted in the wild despite the game being put on hold indefinitely
There’s been an interesting development with the Nintendo Switch 2 version of Borderlands 4 as the game has now been spotted at retail. You may originally recall that the port was planned for release last October. However, it was delayed just a few days before release. Then in February, we heard that development had been paused. That brings us to...
GTA 6 Developer Rockstar Reportedly Hacked, Data Being Ransomed
Well known hacking group, ShinyHunters, claims to have breached the GTA 6 developers cloud servers
Atlético Madrid ‘astounded’ by Barcelona’s refereeing complaints
The fallout from Barcelona’s defeat to Atletico Madrid continues to intensify, with the Madrid-based club now responding to the actions taken by Barcelona following the controversial encounter.After...
“As of January 2026… Drew Murray is now working on the StarCraft shooter” — this report could be the clearest sign yet that the project is moving forward
Fresh insight into Blizzard’s StarCraft shooter suggests experienced talent is being assembled, with Drew Murray of the now closed The Initiative joining as associative design director.
I shut down my successful brick-and-mortar business to reinvent myself
I spent two decades as a solopreneur building my photography studio. In my 50s, I wanted to try something new. I'm now reinventing myself in midlife.
Sisters teen keeping drivers awake with caffeine lollipop business
A Sisters teen teamed up with a Portland businessman to run a caffeine lollipop business, with the goal of ensuring people don’t fall asleep at the wheel. Kale Gardner, the […]
A key criminal case could soon get tossed because of acting Attorney General Todd Blanche’s comments
As Todd Blanche takes the reins at the Justice Department, a federal judge is set to decide whether controversial remarks made last year by the now-acting attorney general should lead to the unravelling of one of the Trump administration’s marquee criminal cases.
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.
Americans are eating up the meat industry's health claims
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Chelsea monitoring Nottingham Forest’s Murillo
Chelsea have shortlisted Nottingham Forest centre-half Murillo as the Blues search for defensive reinforcement this summer, according to Jacob Steinberg.Chelsea desperately need an experienced defende...
IBM to pay $17 million in anti-DEI settlement
IBM reached a settlement with the federal government on Friday, agreeing to pay roughly $17 million to resolve allegations of illegal diversity, equity and inclusion (DEI) practices.
Melania Trump’s Epstein statement stunned White House aides but was in keeping with a first lady who does her own thing
With war raging and midterms on the horizon, the White House seemed to have finally shaken the Jeffrey Epstein saga that plagued the first year of Donald Trump’s second term. But for first lady Melania Trump, the Epstein story was still all consuming.
Business booming for local skincare business after relocation
The new store is more open, allowing customers to see products being made as they shop.
Galas honoring political strategist and scholar Bob Shrum raise nearly $1 million for USC Dornsife center
The events featured appearances by John Kerry, Nancy Pelosi, Reince Priebus and other prominent figures.
Natasha Lyonne says she took sleeping pill before being escorted off flight, claims she was 'detained' by ICE
Natasha Lyonne says she took a sleeping pill before being escorted off her recent flight to NYC and claimed that she was 'detained' by ICE afterward: 'Sign of the times, I guess.'
Ontario’s big play: Building a sports empire in the Inland Empire
The Inland Empire city is experiencing rapid changes — the latest addition being a mega sports complex. Here's what residents and visitors can expect.
Rapper Offset released from the hospital after being shot outside a Florida casino
The rapper Offset has been released from the hospital after being shot outside a Florida casino earlier this week, a spokesperson said | WWL
Rapper Offset released from the hospital after being shot outside a Florida casino
The rapper Offset has been released from the hospital after being shot outside a Florida casino earlier this week, a spokesperson said | KMBZ
College basketball transfer portal fill up with more than 2,000 men's players
Mid-major conferences are being hit hard by transfers, but so are the Power Conferences as more than 320 players enter from P-4 schools
Democratic Rep. Raja Krishnamoorthi says Melania Trump’s Epstein statement was ‘very important’
Grab Apple's M5 MacBook Air for $949 this weekend, record low price
Thanks to a $150 discount, shoppers can grab Apple's 2026 M5 MacBook Air 13-inch for a record low $949.
Climate change is outpacing evolution. Scientists are using DNA to catch up
Coral reefs are among the first ecosystems where these tools are being put to use.
Trump Shares Gruesome Video of Deadly Attack on Social Media
The president shared footage of a woman being bludgeoned to death at a Florida gas station to rail against Democrats’ handling of immigration.
Five Science Fiction Movies to Stream Now
This month’s picks will have you seeing double, including a film in which Vince Vaughn plays current and future versions of a character.
Wisconsin's future Michelin stars, a new poke spot and murder mysteries
This week in the food and culture newsletter, Michelin comes to Wisconsin, reinventing "Much Ado," Blind Shot closes, two mysteries to read and more.
Hegseth must open Pentagon to reporters, judge rules
The Defense Department “cannot simply reinstate an unlawful policy,” the judge wrote
David Spade calls on California leaders to change course, save entertainment industry
David Spade, Dana Carvey, and Tim Dillon spoke about how the entertainment industry in LA has been in crisis for years, to the point people and projects are fleeing to other states. (Fly on the Wall podcast, April 8, 2026)
A Hematology Science Researcher’s Experience of the Present Funding Environment
Rinku Majumder, PhD, gave a status update on her laboratory’s investigations of anticoagulant protein S.
Menopause products are having a hot minute. But doctors urge women to be wary of the marketing surge
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Epstein survivors criticise Melania Trump after surprise statement
First lady had called for a public hearing for survivors but a group of those affected say they have ‘done their part’ and reiterate calls for Pam Bondi to be questioned
Confessions from a laid-off sports columnist: Candace Buckner is done being sidelined
Sipping lattes and watering my garden of grievances didn't fill the stadium-sized hole in my heart. Thanks, sports, for letting me back in.
Major United Nations Report Faces Budget Woes Amid Trump’s Pull Back
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Amazon's 'Project Houdini' reinvents how data centers are built
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'Let's not underestimate the achievement' - Dallas on Leeds' season
Former Leeds United cult hero and promotion winner Stuart Dallas says the Whites have "more than enough" to avoid relegation this season and he is "confident" they will do so. Daniel Farke's side beat West Ham last weekend to reach the FA Cup semi-finals for the first time since 1987 and are four points outside the Premier League relegation zone with seven games to play. "Let's not underestimate the achievement of the club getting to a semi-final of the FA Cup and still being in a strong position to stay up," he told BBC Radio Leeds as he opened a new padel court in the city.
Washtenaw Business Lens: Challenging times for businesses and the banking industry
Interest rates, loans and investment strategies—it all plays into the health of individual businesses and the Washtenaw County business community as a whole. How are we doing right now? WEMU's David Fair and Ann Arbor/Ypsilanti Regional Chamber Executive Vice President Andy LaBarre check in with Erik Bakker from Bank of Ann Arbor for a better perspective on well-being of our local business community, now and in the near-term future.
Fuel price impacts felt by truckers, small businesses as inflation's grip tightens
The impact of the war in Iran is still being felt in the Bay Area, whether its at the pump or the Port of Oakland. Some industries are being hit harder than most.
Former Trump White House insider says she’d bet the President did not get a heads up about the First Lady’s Epstein remarks
Melania Trump tried to sweep the Epstein saga away, but she ended up reviving it
The most plausible explanation for first lady Melania Trump’s out-of-the-blue address on the Jeffrey Epstein drama was that she was trying to make it go away.
KAMIKURA: Weaponization of religion in U.S. politics
In the U.S. Constitution, written in 1787, the founders did not mention any god. In god's absence on paper, the founders reinforce the separation of church and state. The First Amendment, passed in 1789 and ratified in 1791 in the Bill of Rights, states that Congress may not do anything to legislatively restrict the free practice of religion. But in the current political climate, the state and church are becoming increasingly intertwined.
North Dakotans can learn about resources to grow healthy habits on April 18 at Gateway to Health event | Health and Human Services North Dakota
Individuals and families are invited to the fourth annual Gateway to Health community event, which includes activities for all ages on Saturday, April 18, 10 a.m.- 4 p.m. at North Dakota’s Gateway to Science in Bismarck. Participants will enjoy free access to the science center during their registered two-hour time slot, along with access to interactive booths and exhibits promoting health and wellbeing through hands-on activities, games and prizes.
Measles exposure at Boise Airport? Idaho health officials issue warning
The Department of Health and Welfare said people traveling through on this date should watch for symptoms. Many flyers are being contacted.
Mac OS X Cheetah Successfully Ported to Nintendo Wii
Developer Bryan Keller was curious whether an old version of Apple's Mac operating system was capable of running on the Nintendo Wii after seeing Windows NT ported to the gaming device, so he decided to give it a try. He was able to get Mac OS X 10.0 Cheetah to operate on the Nintendo Wii, and he shared a blog post walking through the project.
Barcelona Complains to UEFA Over 'Incomprehensible Refereeing' After UCL Loss
Barcelona have taken the extraordinary step of filing a formal complaint to UEFA following their controversial 2-0 Champions League defeat to Atletico Madrid.
Melania says her piece about Epstein – doth the lady protest too much?
The first lady unleashed a barrage of denials – and put one of her husband’s biggest political liabilities back on the agenda
Treasury Wine Estates’ Elise Spangenberg named to North Bay Business Journal’s Forty Under 40
“Being part of a newer generation of leaders allows me to challenge legacy thinking, introduce modern people practices, and help organizations adapt in ways that keep them competitive and relevant.”
‘She does things very strategically.’ Melania Trump’s former top aide reacts to the First Lady’s Epstein statement
Restaurant, entertainment venue proposed for Whitestown
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Former Erie County DA John Flynn eyeing town of Tonawanda supervisor job
Longtime Supervisor Joe Emminger announced he would be stepping down in May.
Looking for sports to watch for free? Here's a FAST way to do it
FAST stands for free ad-supported streaming television. Granted, FAST channels don’t carry the biggest games, but in a world where watching sports only gets more expensive, I refer you back to the word FREE.
Natasha Lyonne speaks out after reportedly being removed from Delta flight
Natasha Lyonne was allegedly escorted off a plane hours after attending the "Euphoria" season 3 premiere.
TROY SBDC to present its model "Start Your Business" program at national conference in Washington, D.C. in April
The Small Business Development Center at Troy University has been invited to present its Start Your Business program at the National Community Reinvestment Coalition’s Just Economy Conference, held in Washington D.C. April 13-16.
WATCH: First lady Melania Trump denies any ties to Jeffrey Epstein and calls for survivors' testimony
Science Under the Ice Reveals Antarctica’s Hidden Ocean Life
Scientists dive beneath Antarctic ice to study unique marine life and track the impact of climate change on fragile ecosystems.
EPA sets ‘no surprises’ science policy, reassigns researchers
Staff expressed frustration with how the transfers are being handled and perceive them as yet another measure to traumatize the workforce.
David B. Cornstein, Envoy Who Built U.S. Ties to Orban, Dies at 87
A former jewelry-counter magnate, he served in Hungary under his friend President Trump, strengthening relations between the two countries as Orban tilted rightward.
Republicans block effort to halt Trump's war with Iran after 'civilization' threat
House Democrats tried to force a vote on a war powers resolution during recess. Senate Democrats will launch a more serious attempt to rein in Trump when Congress returns next week.
How 10 year community science project is making difference for wildlife management in Wisconsin
The University of Wisconsin Department of Forest and Wildlife Ecology welcomed Wisconsin Department of Natural Resources wildlife research scientist, Jennifer Stenglein as a part of their weekly seminar series April 8. “Snapshot Wisconsin: A decade of community science wildlife monitoring” is the title of Stenglein’s contribution to the series. Snapshot Wisconsin, an initiative within the...
Former GTA 6 developer warns trailer visuals won't match final gameplay
A former Grand Theft Auto 6 developer has tempered expectations for GTA 6's graphics when it releases, suggesting it will fall short of the trailers.
Bondi to defy House Epstein subpoena
Democrats and some Republicans criticized Bondi for the move
Live Nation Entertainment (LYV) Is Up 7.2% After DOJ Antitrust Settlement Eases Breakup Fears – Has The Bull Case Changed?
In recent days, Live Nation Entertainment reached a settlement with the U.S. Department of Justice over an antitrust lawsuit, agreeing to divest 13 exclusive booking agreements and cap ticketing service fees at its owned amphitheaters. This resolution has eased concerns about a potential structural breakup, prompting analysts to highlight how reduced legal uncertainty may support the company’s operational plans and growth ambitions. We’ll now examine how the DOJ settlement, which removes...
Iowa convenience store chain reaches national business milestone
An Iowa-based company is being added to a prestigious list this morning. Casey’s General Stores is now on the S&P 500 stock index. The Ankeny-based convenience store chain is only the second Iowa company on the list, along with Principal Financial Group in Des Moines. The S&P 500 encompasses both the New York Stock Exchange […]
My favorite health foods from Costco, from 65-year-old fitness trainer
As a personal trainer focused on longevity and healthy eating, I stock up on protein-filled foods like frozen chicken and Greek yogurt at Costco.
Unless you reboot every once in a while, your Mac will get kicked offline every 49 days
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Accenture acquires Spain-based Keepler to boost AI and data business
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Leaders Across Sports, Business and Higher Education Affirm the Value of Academics in College Football
IRVING, Texas (April 9, 2026) – As the National Football Foundation marks 20 years of the NFF Hampshire Honor Society and a record-setting 2026 class, leaders from the highest levels of sports, business and higher education are praising the organization's role in elevating academic achievement as a core part of the game. Their perspectives reinforce the Foundation's long-standing commitment to ensuring education remains central to the student-athlete experience.
Leaders Across Sports, Business and Higher Education Affirm the Value of Academics in College Football
IRVING, Texas (April 9, 2026) – As the National Football Foundation marks 20 years of the NFF Hampshire Honor Society and a record-setting 2026 class, leaders from the highest levels of sports, business and higher education are praising the organization's role in elevating academic achievement as a core part of the game. Their perspectives reinforce the Foundation's long-standing commitment to ensuring education remains central to the student-athlete experience.
Real Madrid target reaches preliminary renewal agreement with current club
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Science history: Doctor hypothesizes that 'transmissible proteins' can cause disease, contradicting a 'central dogma' of molecular biology
Prion diseases, such as "mad cow," are caused by transmissible proteins that were identified in the 1980s.
‘They don’t want her to answer questions": Rep. Walkinshaw reacts to DOJ saying Bondi won’t testify in House Epstein probe
Orange Lutheran baseball defeats Gahr in walk-off at Boras Classic
CJ Weinstein delivers an RBI single in the eighth for Orange Lutheran in a 2-1 win over Gahr at the Boras Classic.