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The release date for Ubisoft's Assassin's Creed: Black Flag remake, Resynced, seems to have leaked, and it's reportedly not very far away
The release date for the upcoming Assassin's Creed: Black Flag remake seems to have leaked, and the game is reportedly setting sail this summer.
Cyprus: Global politics felt at Candidates chess tournaments
The FIDE Candidates tournaments are two of the most important events in the chess calendar. This year, they took place in Cyprus. But tension relating to Russia and the war in the Middle East was never too far away.
Ohio governor race between Ramaswamy, Acton turns ugly
The fight over who'll be the next Ohio governor is getting ugly. And the election is still more than six months away.
10 Takeaways: Avalanche Break Franchise Record In Regular Season Finale
The 2025-26 Avalanche are officially the best regular-season team in franchise history. After defeating the Seattle Kraken 2-0 on Thursday, […] The post 10 Takeaways: Avalanche Break Franchise Record In Regular Season Finale appeared first on Colorado Hockey Now.
A Look Back at Data & Business Process Services Stocks’ Q4 Earnings: Planet Labs (NYSE:PL) Vs The Rest Of The Pack
Wrapping up Q4 earnings, we look at the numbers and key takeaways for the data & business process services stocks, including Planet Labs (NYSE:PL) and its pe...
4 takeaways from the new campaign finance filings: From the Politics Desk
Plus, why the 2028 presidential primaries will likely be jam-packed with candidates.
2 supermassive black holes may collide 100 years from now — and Earth would feel it
In a galaxy 500 million light-years away, two supermassive black holes could merge, spreading gravitational waves across the universe.
NJ special election: Live updates and results on Mejia vs. Hathaway
A seat in the U.S. House is up for grabs in a special election for New Jersey's 11th District. Follow along live.
Trump to Nominate Doctor Who Has Publicly Supported Vaccines as C.D.C. Director
Dr. Erica Schwartz is seen as a highly qualified traditional choice and tapping her is the strongest signal yet that the administration is veering away from vaccine skepticism this election year.
In memoriam: Nicholas 'Nick' Xavier Kuehn, junior, Pamplin College of Business
Born in Burlington, North Carolina, the 19-year-old was pursuing a degree in cybersecurity management and analytics and was a member of the Securitas Living Learning Community. He passed away March 29.
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.
Panthers mock draft roundup 9.0: Tracking the latest 2026 projections
With the start of the 2026 NFL Draft now one week away, let's look at some of the latest first-round projections for the Panthers.
Talarico Leads a Democratic Cash Surge: 7 Takeaways From 2026 Filings
Democrats in key Senate races out-raised their Republican rivals, but super PACs on the right are poised to play a powerful role in the midterms, new campaign finance filings showed.
White House sidesteps vaccine skeptics in potential CDC leadership reset
A new team could mark a shift away from Health Secretary Robert F. Kennedy Jr.’s unpopular vaccine agenda ahead of the midterms.
49ers News: One week away
Your daily San Francisco 49ers news for Thursday, April 16th, 2026
Iran war has some Republicans worried their chances of keeping the House are slipping away
The White House had long circled Tax Day as the unofficial start to a critical midterm campaign meant to highlight how much money the administration was putting back in voters’ pockets.
Warriors rally to eliminate Clippers, 76ers reach NBA playoffs
Golden State star Stephen Curry scored the go-ahead three-pointer with 50 seconds left as the Warriors rallied to beat the Los Angeles Clippers 126-121 and stay alive in the NBA play-in on Wednesday.Orlando trailed by just four with four minutes remaining, but the Sixers pulled away with a late spurt capped by Drummond's three-pointer with 41 seconds left. bb/tc
4 Takeaways From the Dodgers' Sweep Over the Mets
The Dodgers are the best team in MLB, while the Mets' struggle continues.
Ronda Rousey steals the show with fiery Kayla Harrison rant
Ronda Rousey was at her very best during her time in the spotlight at the Palladium Times Square in New York, transforming the MVP MMA press conference into a war declaration on Kayla Harrison and the UFC. Despite being away from the octagon for almost a decade, Rousey remains atop the biggest ...
Sexual violence is a public health crisis, it's time we treated it like one
Survivors of sexual violence need to know that theirs is not a private burden, but a public health crisis, write Katie Curran O'Malley and Michelle Daugherty Siri, one that we all have a stake in not just reaching out but in making it unacceptable to look away.
Red Sox 9, Twins 5; Boston swings to salvage finale
The Red Sox broke out the bats in need of a response from Tuesday’s shutout loss. A big day for Trevor Story (5 RBIs) helped Boston earn a 9-5 win over the Minnesota Twins. The Red Sox avoided the sweep against the best team in the American League so far. Here are three takeaways from […]
5 takeaways from recent Iran polls that look increasingly grim for Trump
The US war with Iran is getting more unpopular over time. And as we’ve gotten more extensive polling, we learning more about why that is.
Why thousands of 2026 entertainment season workers are one accident away from financial disaster
Thimble reports that gig workers in the 2026 entertainment season face financial risk from accidents due to insufficient insurance coverage.
Why thousands of 2026 entertainment season workers are one accident away from financial disaster
Thimble reports that gig workers in the 2026 entertainment season face financial risk from accidents due to insufficient insurance coverage.
Honoring Alex Goetz, a Landsat Legend
Dr. Alex Goetz, who passed away in 2025, was a member of the Landsat 7 Science Team and a key figure in the history of Landsat science.
The Broncos may have another round in the chamber
The Denver Broncos may be trading away a player on draft day.
Worried about the midterms, Republicans mobilize rural Virginia voters against redistricting
Republican groups are mounting an intensifying, 11th-hour campaign to mobilize rural voters ahead of Virginia’s April 21 referendum to redraw its US House maps. At stake are as many as four US House seats Democrats want to redraw in their favor for the midterms. To maximize Democratic advantage, the map would put wealthy Washington, DC, suburbs in the same districts as farm communities 90 miles away, including in one misshapen district nicknamed the “lobster claw.”
Callaway Plaza business owners ask for City of Holts Summit's help
According to previous reporting, the odor has caused a decrease in sales for at least one business.
Two-year-old Surface PCs get $300 price hikes as sub-$1,000 models go away
Paying more for the same stuff" is the story of consumer technology in 2026.
Eagles leak wild theory that could signal A.J. Brown trade
A.J. Brown trade rumors are not going away
Google previews I/O 2026 sessions: What’s new in Android, AI, more
With I/O 2026 a month away, Google has posted the initial sessions list. The developer conference runs from May 19-20.
The biggest takeaways from the new RFK Jr. tell-all, from addiction to affairs
An unauthorized biography on Robert F. Kennedy Jr. is detailing the ups, downs and inner thoughts of the famed family member-turned-health secretary.
Prep Sports Report: Borchers stepping away from Cooper football program he built as first head coach
By Terry Boehmker NKyTribune sports reporter Randy Borchers is leaving the Cooper football program that he created 18 years ago and developed into a state title contender to devote more time to his family. Borchers said he accepted an administrative position in the central office of the Kenton County Board of Education. That means he’ll...
New Rules Hinder Foreign Firms From Moving Supply Chains From China
Multinationals in China are concerned that the regulations could allow authorities to penalize companies and executives for shifting supply chains away from the country.
Bondi: The firing of an attack dog
She couldn’t make the Epstein Files go away
Louisville businesses, neighbors bracing for impact of I-65 closure this summer
We're less than 50 days away from I-65 being shut down in both directions in Louisville.
Business continues ‘pay it forward pizza’ program
A local business is still continuing its pizza giveaway program to help those in need.
Dave Chappelle stands firm through backlash and considers revisiting ‘Chappelle’s Show’
Dave Chappelle finds clarity away from the spotlight in the Ohio village where he lives. In an interview, he reflects on his comedic voice, which has sparked debate and criticism,
‘Come From Away’: West Springfield production tells 9/11 story of kindness
The Tony and Grammy-Award winning production will be staged at the Majestic Theater April 16 through May 31.
Deloitte's Space Business Reaches New Heights as Two New Satellites Enter Orbit
/PRNewswire/ -- Key takeaways Deloitte-2 and Deloitte-3, launched on March 29, 2026, from Vandenberg Space Force Base to expand Deloitte's on-orbit footprint....
Did Neuralink make the wrong bet?
The field of brain-computer interfaces is moving away from mind-controlled computer cursors to restoring speech.
Scientists are trying to build a vaccine that works against almost any respiratory pathogen — here's how close they are.
A nasal spray in mice boosted lung immunity against viruses, bacteria and allergens — but a truly universal vaccine is still years away.
2026 WNBA Draft hours away as Azzi Fudd emerges as clear No. 1 pick
With free agency complete, the 2026 WNBA Draft board becomes clearer. Azzi Fudd should go No. 1 overall.
Why Your Cat Keeps Walking Away From Their Bowl (And What Science Says to Do About It)
New science reveals why cats lose interest in food and how a simple scent change can bring them back to the bowl.
Election loss for Hungarian Prime Minister Orbán has ripple effects for Trump, US conservatives
The big election over the weekend was in a small European country nearly half a world away from Washington, but the defeat of Hungarian Prime Minister Viktor Orbán has significant reverberations in the United States
Election loss for Hungarian Prime Minister Orbán has ripple effects for Trump, US conservatives
The big election over the weekend was in a small European country nearly half a world away from Washington, but the defeat of Hungarian Prime Minister Viktor Orbán has significant reverberations in the United States.
Masters 2026: Rory McIlroy holds on to win his second straight Masters
McIlroy had a six-stroke lead after two rounds, but entered the final round in a tie for first place. On Sunday, he pulled away on the back nine for his second green jacket.
Astronomers detect mega-laser beam signal from 8 billion light-years away
Science News: One of the most remarkable discoveries made by astronomers in recent years is the identification of an extremely strong \"mega-laser\" signal that has t.
The transformative power of sports with Telemundo and FC Dallas
Players aged 5 – 12 took part in soccer clinics w/ FC Dallas coaches, giveaways & more!
Baseball great Phil Garner dies aged 76 after cancer battle
Phil Garner has passed away at the age of 76
A $1 million Picasso is due to be sold for just $116
For the price of a dinner in Paris, somebody will soon walk away with a Picasso valued at more than $1 million.
Player status report, presented by Orlando Health: Orlando City SC at Columbus Crew SC
Here is the Player Status Report, presented by Orlando Health, for Saturday's away match at Nashville SC
Pacoima business owners say Montague Street conditions are driving customers away
Montague Street in Pacoima has become nearly impossible to ignore. Trash, abandoned furniture, and human waste line parts of the sidewalk and street, creating conditions that business owners say ar…
Michigan’s strong third inning helps secure win over MSU
EAST LANSING, Mich. (WLNS) – Michigan State’s late comeback fell short against rival Michigan, as the Wolverines came away with the 6-4 win. The win on Saturday was the Wolverines’ fifth straight. Nick Williams hit an RBI single to right field in the second inning, allowing Ryan McKay to score and give MSU an early 1-0 […]
Exit Interview: John Byrne On Building Poets&Quants, Breaking Big Stories & What Business Education Really Needs
As he steps away, P&Q’s founder reflects on 16 years of growth, impact, and the evolution of business education.
🚨 Atlético Nacional line-up confirmed
Atlético Nacional plays its second match of the week and arrives at the Atanasio Girardot as the away side for the Clásico Paisa. El Verdolaga will defend the outright lead against DIM on Matchday 1...
Our View: Michigan must stop exporting its mental health crisis
Michigan is sending children hundreds of miles away for mental health treatment because it has failed to build the capacity to care for them at home.
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
Takeaways From the First Big Gathering of Potential 2028 Democratic Candidates
The National Action Network convention showcased similarities and some differences in a wide open field of possible contenders.
“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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The Boundless Deep: Young Tennyson, Science, and the Crisis of Belief by Richard Holmes
Pantheon Review by Walter Cummins The image of Alfred Tennyson I’ve carried for decades goes back to the childhood card game of Authors that depicts him with a stately continence sharpened by a jutting black beard. He’s formidable, his aura superior. Holmes opens his biography of the youthful Tennyson by describing the similar formality of the imposing Tennyson statue at Trinty College Cambridge, sharing the honor with other Trinity greats, including Isaac Newton, Francis Bacon, and Thomas Babington Macaulay. Holmes doesn’t want to chip away at that statue but rather reveal its inner youthful core of the man—tall, handsome, and talented but unformed, emerging from a disturbed family of addicted or insane male siblings and four unusual sisters struggling under a violent alcoholic clergyman father. Alfred was certainly statuesque, but would he end up a block of unformed stone like his equally promising brothers? He was youngest of three equally regarded Tennyson brothers at Cambridge, all bright, handsome, and talented, in fact Alfred regarded by some as less promising than his elders who also wrote poetry. Yet Alfred wrote one of his major poems, “The Kraken,” at twenty, revealing both his talent, his interest in geological forces, and the haunting creature that embodied his anxieties. While Holmes focuses on Tennyson of the 1830s and 1840s, he can’t tell his story without exploring his involvement with the Victorian intellectual upheaval. Tennyson was fascinated by new scientific perspectives, following the latest findings as soon as books and articles were published. He was especially taken with Charles Lyell’s deep studies of geology and the discovery of fossils and a timeline of the planet’s development that did much to question fundamental religious assumptions. The impact of these discoveries is reflected in Tennyson’s poetry and led to the crisis in belief he shared with so many contemporaries. He was especially taken by the cycles of destruction and renewal that informed the struggles he confronted in In Memoriam, Maud, and Idylls of the King. Tennyson was only one of the eventual major figures at Cambridge at the same time, young men just beginning to realize their potential. Charles Darwin was at Christ College, although there is no evidence that he and Tennyson even met as students or later in life. Yet evolution became significant in Tennyson’s thinking and the issues of his poetry. One of Tennyson’s best and most important Cambridge friends was Edward FitzGerald, who became the translator of The Rubáiyát of Omar Khayyám and in their on and off relationship served as Tennyson’s harshest critic. FitzGerald was also a friend of the novelist William Makepeace Thackeray, the two of them partying in Paris as undergraduates. That connection led to a friendship between Thackeray and Tennyson. Others who came to play significant roles in Tennyson’s life were Thomas Carlyle, the Brownings, and the Pre-Raphaelites. Tennyson’s deepest friend at college was Arthur Hallam, who at twenty wrote a glowing review of Tennyson’s first poetry collection, travelled on European adventures with him, and fell in love with his sister Emily. Hallam was also regarded as one more very promising Cambridge student. His sudden death at twenty-two in Vienna from a stroke while travelling with his father devastated many friends, but perhaps Tennyson most of all. He did not write immediate poems of grief but took years to compile those collected in In Memoriam A.H.H., published in 1850, almost twenty years after Hallam’s death For all of Tennyson’s early poetic successes and successes, Holmes reveals him as an often troubled young man suffering periods of depression, fearing planetary upheaval, concerned about supporting himself, disappointed in romances, and worried that he would inherit the family’s mental illness tendencies. Yet despite his seeming withdrawals, he was always writing poetry that he kept private and would not let go, constantly revising. 1850 became a transformative year for Tennyson. He finally consented to publishing In Memoriam with a last-minute prologue that acknowledged God and perhaps convinced the religious Emily Sellwood to marry him after years of pursuit.. He opened up to Emily, revealing his struggles with fears of depression and “weird seizures.” The devastating event of that time was the stillborn death of his unnamed first son. It shook him, but Emily’s faith brought them closer and convinced him to believe in an afterlife. Two later sons survived. With the death of William Wordworth in April of 1950, Tennyson was named poet laureate at age forty-one, reluctantly accepting. It’s as if Tennyson’s life split in half in that year. He lived another forty years, now a recognized success, with the prestige of being an official poet writing patriotic verse, wealthy and revered, no longer the insecure young man seeking an outlet for his immense talent. He earned a place in the Authors deck, now dignified and in 1884 elevated to the peerage as Arthur, Lord Tennyson. Richard Holmes is the author of twenty previous books on the Romantics and Victorians, several of which received awards. The Boundless Deep was shortlisted for the 2025 Baillie Gifford Prize for Non-Fiction. He captures the complex vicissitudes of Tennyson’s youth, illustrated by frequent excerpts from the poetry, placing that life in the full context of the shattering discoveries that led to an upheaval of thought in the Victorian age.
Scotland treating qualifiers like play-offs, says Clark
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Nate Diaz rejected bigger UFC offer for Netflix MMA return
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13th annual Tuck Entertainment Easter Egg Hunt brings joy - WNKY News 40 Television
FRANKLIN, Ky. – Hundreds of children and families gathered in Franklin, Kentucky for the 13th annual Easter Egg Hunt by Tuck Entertainment at Lincoln Park. Kids flooded the park and enjoyed the free family event. There were prize giveaways, free haircuts and so much more. However, the main goal was to share the reason for the season, and that’s their...
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