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Is it legal to put political signs along Oregon highways? What law says
Is it legal to put political signs along Oregon highways? Here's what Oregon Department of Transportation says.
Is Swalwell the Straw That Broke Congress’s Back? | WSJ Politics Newsletter for April 15
Plus, two of Jeanine Pirro’s deputies make a surprise visit to the Fed’s headquarters-renovation construction site
I went from 6' to 2'8" when I was amputated below the belly button — I only cried about one thing
Gambling legislation proposed puts fee on sports wagers
A bill has been proposed by Republican State Senator Bill Blessing, based in the Cincinnati area, that would put a two percent fee on sports wagers.The bill is
Gambling legislation proposed puts fee on sports wagers
A bill has been proposed by Republican State Senator Bill Blessing, based in the Cincinnati area, that would put a two percent fee on sports wagers.The bill is
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.”
Rep. Thomas Massie puts his Republican 'brand' against Trump's in Kentucky
Massie is touting his independence and trying to turn the president into an afterthought as he faces Trump-endorsed Ed Gallrein next month in a tough GOP primary.
New homeowner penalty is making it a terrible time to buy a first home
Soaring housing costs have put recent homebuyers at a steep disadvantage. The effects could warp America's real estate market for decades.
Slovenia Plans Referendum on NATO Membership
Slovenia hopes to scale down involvement in international conflicts and avoid interference in foreign and diplomatic disputes.
A new approach to brain health, one neuron at a time
Neuroscientist Paul Nuyujukian likens the brain to a stadium full of people. To eavesdrop on the crowd you could put a microphone in the middle of the stadium. But to understand the conversations you need to record individual people. He thinks about the brain the same way. To understand brain disease, he studies neurons—one at a time. And his insights are shedding light on a big global issue—stroke. The World Health Organization predicts one in four adults will have a stroke in their lifetime. Strokes can cause death, or lead to paralysis or speech problems. But there’s still a lot researchers don’t know about how the brain recovers from an event like a stroke. Nuyujukian directs a lab at Stanford University that studies how the brain controls movement, including after neurological events like stroke. We get into how he does this, and why he hopes his research could eventually help people who’ve been paralyzed. Email us your questions about the brain – or anything else to do with science at shortwave@npr.org. We may turn it into an episode in the future!Listen to every episode of Short Wave sponsor-free and support our work at NPR by signing up for Short Wave+ at plus.npr.org/shortwave.
NBA play-in tournament scores: Deni Avdija drops 41 points to put Blazers in playoffs after Hornets beat Heat in OT
Ducks can’t convert chances in loss to Wild
The Ducks continue their losing ways against the Minnesota Wild and now put their hopes of home ice advantage in the playoffs in jeopardy.
White House favors Erica Schwartz, former deputy surgeon general, to lead CDC
Schwartz would be Trump’s third nominee to lead the CDC. She left government in 2021, after the Biden administration passed her over for acting U.S. surgeon general.
Wait, Is Amanda Dead on ‘Will Trent’?!
The GBI deputy chief is in deep trouble... again.
Mayor Jones seeks business input on zoning rules for private detention facilities
SAN ANTONIO - Mayor Gina Ortiz Jones is asking the city’s economic development leaders to weigh in on a proposed zoning ordinance that would regulate where non-
How Columbus is leading the way on World Quantum Day
World Quantum Day spotlights the future of computing, and Ohio State is helping make Columbus a leader in quantum research, security and jobs.
Google's new Windows app is yet another way to access Gemini
Google has introduced a new app for Windows and, unsurprisingly, it puts AI front at center.
Roundup: Business optimism / Cleveland’s housing answer / America at 250
Slipping further: U.S. small business optimism fell for a third straight month in March, hitting its lowest level in nearly a year as the Iran conflict drove up energy costs and uncertainty. Owners reported weaker expectations for profits, sales and economic conditions, while plans for capital spending dropped sharply. Rising input costs are also prompting […]
Paul Scaletta - Golf Videos and Highlights
Paul Scaletta highlights and videos featuring interviews, press conferences, best putts, and more! - Golf
Building Custom Atomistic Simulation Workflows for Chemistry and Materials Science with NVIDIA ALCHEMI Toolkit
For decades, computational chemistry has faced a tug-of-war between accuracy and speed. Ab initio methods like density functional theory (DFT) provide high fidelity but are computationally expensive…
Apple Business rolls out to 200+ countries today
Device management, maintenance, and location-based ads for global business are expected to be part of the launch.
‘Marathon’ Testing A Battle Royale-ish Mode, An Offering To Casuals
Marathon is attempting to extend a hand to casuals by putting all players on the same page for a battle royale type mode where everyone starts on equal footing.
GOP senator sues to block takeover of family's historic resort amid $289M debt dispute
A legal battle over the Greenbrier resort intensifies as the Justice family accuses creditors of deceptive tactics, while an investor alleges fraud and financial mismanagement.
Local business owner to run for Black Mountain Town Council
John Richardson cites longstanding dispute with officials in announcement Fred McCormick The Valley Echo April 14, 2026
City of Eufaula looking for input from local business owners
The City of Eufaula is seeking input from local business owners and operators.
Toilet tech is the next frontier of health data — but it might mean putting a camera on your bowl
The Post tried three of the latest toilet health trackers to see if they're worth opening your wallet — and your bathroom door.
Deputies report gunfire during armed burglary response at business, Orange County Sheriff’s Office says
According to the sheriff’s office, deputies heard shots fired near the rear of the business and a nearby wooded area.
Cherry Creek school district plays defense
Cherry Creek Schools is a shadow of its former self. When I graduated from Grandview High School in 2008, the district still earned its motto: “Dedicated to Excellence.” These days, Colorado’s fourth-largest district clings to that antiquated reputation even as it unravels in plain sight. Facing a nearly $20 million shortfall on an $840 million budget this […]
Blackmagic Debuts $29K+ URSA Cine Immersive 100G for Vision Pro
Blackmagic has announced a new version of its URSA Cine Immersive camera, the first commercial camera system designed to capture 3D content for the Vision Pro. The URSA Cine Immersive 100G adds 100G Ethernet to the original camera to deliver the bandwidth needed to output live immersive video for the first time.
Paulo Costa and Josh Hokit trade shots on social media
UFC 327 last Saturday was heavyweight Josh Hokit's coming out party. He garnered attention with his media antics leading up to the event and then put on a performance that won't soon be forgotten. Unranked Hokit faced No. 5 ranked Curtis Blaydes in a main card matchup and was part of what some are ...
April rules sporting world with its long list of chaos, thrills and classic moments
The Grand National, Masters, Paris-Roubaix and Champions League put it ahead of even July’s mighty trifecta
Assessing Six Flags Entertainment (FUN) Valuation After Its Recent Name Change And Share Price Rebound
Why Six Flags Entertainment Is Back On Investors’ Radar Six Flags Entertainment (FUN) has been reshaped by its July 2024 name change from Cedar Fair, putting fresh attention on a business that runs amusement parks, water parks, and resorts across North America. See our latest analysis for Six Flags Entertainment. Recent trading has been lively, with a 30 day share price return of 22.89% and a 90 day gain of 25.00%. However, the 1 year total shareholder return of 38.98% and 5 year total...
New computer science in art degree brings worlds together at Santa Fe's IAIA
IAIA's new computer science program brings new degree offerings and a digital renaissance across the campus' disciplines.
Victoria Li's senior project: Exploring how AI processes information
Knowing how chatbots turn input into output will help with reliability and trust in AI agents
I regret putting my kids in so many structured activities
I felt pressure to sign my kids up for a lot of activities when they were younger. The time, expense, and stress wasn't worth it.
Senate Republican calls proposed NASA budget cuts a ‘mistake’
Republican Sen. Jerry Moran (R-Kan.) on Sunday criticized the Trump administration’s proposed cuts to NASA. “I think it would be a mistake to put money only in the missions related to explora…
Dianna Russini put credibility of all women in sports at risk
The Athletic's Dianna Russini was photographed holding hands with Patriots coach Mike Vrabel. The photos are problematic for all women in sports.
Blackmagic Design announces Blackmagic URSA Cine 12K LF 100G
Blackmagic Design today announced Blackmagic URSA Cine 12K LF 100G, a new model in the URSA Cine family with 100G Ethernet for high-frame-rate SMPTE-2110 live production output up to 440 fps. Building on the digital film features of the URSA Cine 12K LF, including the large format RGBW 36x24mm sensor, the new model adds dramatically faster … Continued
Engineering and Computer Science Awards for 2025-26 Presented at Convo
The College of Engineering and Computer Science at Arkansas State University presented graduating student awards during a Convocation of Scholars awards ceremony.
Utah business leaders put up $30M in race to save the Great Salt Lake before the Olympics
Utah business leaders just pledged $30M to help save the Great Salt Lake before the 2034 Olympics.
Regulation Evaluation Portal Open for Small Business Owner Feedback
The Regulation Evaluation Portal allows Texans to submit feedback and make recommendations on areas of possible government overregulation.
Analysis shows aggressive Republican redistricting in Florida would put more GOP seats at risk
Will a redraw backfire on the Florida GOP? A study by Alex Alvarado suggests so.
Student view: Celebrating learning as much as winning
Navya Bhardwaj will graduate on May 3 with a bachelor’s degree in computer science and engineering and minors in data science, and computational mathematics, science and engineering. She is president of MSU Women in Computing and served as co-director of SpartaHack.
The ‘bar has raised’ for UF computer science and engineering students
AI is changing expectations of CSE students entering the workforce
DoctorGPT: AI’s rising role in Gainesville healthcare
Alachua County Deputy Fire Chief Jeff Taylor said the department uses AI for administrative tasks but remains wary of bringing the technology into patient care.
Did Neuralink make the wrong bet?
The field of brain-computer interfaces is moving away from mind-controlled computer cursors to restoring speech.
Beware! This "Windows 11 24H2" update download can quietly steal your sensitive data
This Windows 11 24H2 update download could quietly compromise your system and steal sensitive personal data, putting your system's privacy and security at serious risk.
SCORE Offers Free Business Mentoring Sessions
Local entrepreneurs and small business owners in Pasadena have a valuable resource at their fingertips with the ongoing SCORE One-on-One Mentoring Sessions. These free and confidential appointments provide individuals with expert guidance on starting, running, or growing a small business, courtesy of SCORE, the nation’s largest network of volunteer business mentors. The sessions are designed to offer personalized advice and strategic insights from experienced professionals. SCORE, which stands for Service Corps of Retired Executives, is a non-profit organization and a key resource partner of the U.S. Small Business Administration (SBA). Its mission is to foster vibrant small business communities through dedicated mentoring and education. The organization comprises a network of seasoned business owners and executives who generously volunteer their time to support the next generation of entrepreneurs. As SCORE states, their mentoring is a “free, confidential service for anyone starting, running, or growing a U.S.-based small business.” These one-hour mentoring sessions are held every other Tuesday from 1 to 5 p.m. at two branches of the Pasadena Public Library: the Lamanda Park Branch Library and the Santa Catalina Branch Library. Appointments can be conveniently reserved up to 14 days in advance, ensuring that individuals can schedule a time that best suits their needs. This recurring service underscores SCORE’s commitment to continuous support for the local business community, helping them to plan, launch, and grow successfully. Need to Know: The SCORE One-on-One Mentoring Session offers free business guidance. These one-hour appointments are available every other Tuesday from 1 to 5 p.m. at the Pasadena Public Library’s Lamanda Park Branch (140 S Altadena Drive, Pasadena, CA 91107) and Santa Catalina Branch (999 E Washington Blvd., Pasadena, CA 91104). The service is free. For more information or to book an appointment, visit [https://www.score.org/].
Column | Where have all the computer science majors gone?
Computer science has been one of the hottest college majors for 15 years. Enrollment data suddenly shows a big drop.
Key Test Looms for South Africa’s Coalition, New DA Leader Warns
The new leader of South Africa’s second-biggest political party expects the stability of the nation’s coalition government to be put to the test when its larger rival holds internal elections next year.
The largest orbital compute cluster is open for business
Kepler Communications is flying 40 GPUs in Earth orbit. And its latest customer is Sophia Space.
The largest orbital compute cluster is open for business
Kepler Communications is flying 40 GPUs in Earth orbit. And its latest customer is Sophia Space.
How is online abuse putting young people off Manx politics?
A youth parliamentary committee warns online abuse is impacting attitudes towards Manx politics.
Wisconsin AD leaving to become deputy commissioner at Big Ten, sources say
Wisconsin athletics director Chris McIntosh is leaving the school to become the Big Ten's deputy commissioner for strategy, sources told ESPN on Sunday.
Adam Kinzinger visits Tufts to discuss US politics, a look into the future
Members of the Tufts community sat in a packed auditorium on Wednesday evening while former Congressman Adam Kinzinger reflected on a decision that solidified his reputation and legacy within the American political sphere.
Santee business owner arrested for allegedly threatening deputies
A Santee business owner was arrested this weekend after allegedly threatening to shoot sheriff's deputies who had responded to reports of gunshots, officials said.
Santee business owner arrested for allegedly threatening deputies
A Santee business owner was arrested this weekend after allegedly threatening to shoot sheriff's deputies who had responded to reports of gunshots, officials said.
How Golden Entertainment (GDEN) Narratives Are Shifting As Analysts Recut Targets And Takeover Nears
Golden Entertainment’s fair value estimate has been nudged from US$30.50 to US$30.00 per share, a small adjustment that still keeps the story focused around a US$30 mark. Some analysts view this US$0.50 trim as an incremental shift that reflects updated valuation inputs rather than a major change in the underlying outlook, while more cautious voices see it as a signal of reduced conviction at recent prices. As you read on, you will see how this updated target fits into the evolving analyst...
Florida State freshman linebacker shining at spring practice
Florida State true freshman linebacker Karon Maycock has been putting on a show during spring practice.
Santee business owner arrested after threatening to shoot deputies
Authorities spotted Robert Sanford, 43, apparently armed with a handgun, entering his business suite on Rockville Street
Coachella 2026: The story of the festival's Ferris wheel, La Grande XL
You've seen Coachella's Ferris wheel throughout your social media feeds. We talked to the operators about what it takes to put together La Grande XL.
Bay Area business owner re-dumps mountain of trash on customer driveway after broken promises on payment. Was he right?
This dumpster dispute really dumped things on a whole new level turning one missed payment into a trashy pile of fines, fees and chaos.
Napoli draw at Parma gives Inter chance to put one hand on Serie A title
Napoli's Serie A title defence suffered a blow with Sunday's 1-1 draw at Parma which gave league leaders Inter Milan the chance to move nine points clear.Napoli trail Inter by six points, a gap which could increase following the late match between the Milan giants and Champions League chasers Como.
Green Powered Challenge: Solar Powered Pi Hosts Websites In RAM
If you started with computers early enough, you’ll remember the importance of the RAMdisk concept: without a hard drive and with floppies slow and swapping constantly, everything had to live …
Metropolitan champion Hurricanes beat Mammoth 4-1 for 6th win in 7 games
The win puts Carolina within one point of securing the top seed in the Eastern Conference.
The ‘Annoyance Economy’ Is More Than Just Annoying
A new estimate puts the cost of dealing with robocalls, hidden fees and customer service chatbots that can’t solve most problems at $165 billion.
Today’s Papers – Shocking Milan, Juventus celebrate
La Gazzetta dello SportInter in Como for the Scudetto. Pio must do a LautaroNapoli in Parma with the comeback dream. Conte: ‘Let’s put pressure.’Great LadyWins in Bergamo and narrows the Champio...
Sports Highlights
Chris Hayashi: Chris Hayashi, a senior on the Lake Oswego boys track team, put in one of the best efforts of the season during his team’s meet against Oregon City […]
Tribal and Rural Healthcare at Risk in Oklahoma Gov. Stitt’s Attack on Medicaid
Guest Opinion Oklahoma leaders often visit Cherokee Nation’s Health System and celebrate our progress and tout our unmistakable impact on the health and economy of rural communities. Now, Governor Stitt is putting us on a path that will damage that very system. Recently the Oklahoma legislature passed Oklahoma HB 4440 and HJR 1067 to reverse […]
Arkansas legislators seek input from health care professionals to help inform policy
FAYETTEVILLE -- Health care workers are the foot soldiers in the battle to improve care in Arkansas, and legislators need their input to make sure state policies and programs are having the most impact, according to state Rep. Aaron Pilkington.
Young entrepreneurs shine at Memphis Children’s Business Fair
MEMPHIS, Tenn. — Dozens of Mid-South kids put their creativity and business skills to the test Saturday during the Annual Memphis Children’s Business Fair. The event, held April 11 at Wolfcha…
Jarred Vanderbilt talks about incident with Lakers coach JJ Redick
Jarred Vanderbilt seems like he has put his heated interaction with Lakers coach JJ Redick in the past.
South Carolina sweeps Mizzou in battle of SEC bottom dwellers
The Tigers put up a two-out ninth inning rally, but they fell short in their 6-4 loss to the Gamecocks on Saturday.
A Look At Madison Square Garden Entertainment (MSGE) Valuation After New Impossible Foods Partnership
Partnership with Impossible Foods puts food trends in focus for MSGE stock Madison Square Garden Entertainment (MSGE) is in the spotlight after announcing a multiyear partnership with Impossible Foods that introduces a dedicated plant-based concession concept inside The Garden. The agreement ties Impossible Foods branding to New York Knicks and New York Rangers home games and expands plant-based menu options across concourses and premium areas, giving investors a fresh angle on how MSGE...
Seniors: Carol Watson, 72
Owner of Carol Watson Greenhouse and Landscaping in LaFayette enjoys her growing business — still puts in six-, seven-day weeks By Mary Beth Roach Carol Watson, the owner of Carol Watson Greenhouse and Landscaping, has been in gardens since she could walk. Literally. She said she learned to walk in her grandfather’s garden, which was next door to her current home and business in LaFayette. Today, at 72, she is running the business that her mother, Claire, opened in 1981 as Watson Greenhouse. Watson worked part-time for her mom until 1990, when she joined her full time. While she may not have had any formal horticultural experience, she said she learned so much about growing and raising plants from her mom, who had an abundance of energy and talent. Now, after 35 years in the business full time, Watson has no plans to retire, although she joked that she’d like a couple of days off a week. On her seven-acre site, complete with four greenhouses, Watson said her favorite parts of the job are working with and educating her customers; helping some of her young customers build terrariums; conducting occasional class field trips; and supporting local art by decorating the shop with an eclectic mix of pottery from at least four area craftspeople. A one-time employee of the former Dey Bros. department store in Syracuse, Watson said she loves merchandising and enjoys displaying unique pieces of art on shelves and even suspending from ceilings. “We’re creative. We also had top quality plants. We got a reputation of quality plants and unusual products,” she said. It’s tending to her customers and her plants, showcasing the unusual products, and hosting special events to benefit the community that keep her motivated to work six to seven days a week. “I just love it. I love taking care of the plants. I’m one of the few people that really enjoys watering,” she said. And while she has cultivated a solid customer base over the years, she remains savvy in her marketing efforts to draw in new customers. For example, she does a gardening segment on CNY Central television; her active Facebook page has thousands of followers; and she hosts a number of unique events and classes that not only introduce her shop to potential new clients, but some benefit nonprofits as well. About 13 years ago, when the local symphony orchestra was struggling, she said she wanted to help. So, partnering with the group, she began offering concerts, called Soirees, featuring the Syracuse Orchestra’s string quartet. Following up on a suggestion from a customer whose brother is a deejay in retirement, specializing in sock hops, she hosted the greenhouse’s first sock hop. Plants got moved back toward the walls to make room for dancing; a caterer was brought in, offering diner-like food; guests came in period outfits; and proceeds went to the Food Bank of CNY. She is excited about doing it again in October. Via her website, she promotes the greenhouse as an “oasis in the snow,” offering visitors the opportunity to pick up some decorating and gift ideas while taking in the floral and citrus scents. And she also caters to her four-legged friends. Over this past winter, she said, she came up with a “brilliant idea,” although at the time she didn’t appreciate just how brilliant it would become. Feeling it too cold outside to take her dog for a walk, she opted to bring it into the greenhouse. And before long, she was inviting people to bring their dogs into the big greenhouse as well. She looks forward to extending that invitation again this upcoming winter season. For Watson and her customers, the greenhouse is always in season.
Entertainment venues keep packing Fresno-area calendar. 10 (more) shows to watch
Among a slew of announcements, Broadway in Fresno put out its next lineup: We’re getting the Neil Diamond musical and a return of “Jersey Boys.”
Entertainment venues keep packing Fresno-area calendar. 10 (more) shows to watch
Among a slew of announcements, Broadway in Fresno put out its next lineup: We’re getting the Neil Diamond musical and a return of “Jersey Boys.”
“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...
‘It’s solid gold’: Some Texas Republicans ramp up criticisms of Muslims to energize primary voters
Running in a contentious race to keep his seat, US Sen. John Cornyn put out an ad vowing to fight “radical Islam.”
Early weight gain is linked to lifelong health consequences
Putting on weight earlier in life may be more dangerous than previously thought. Researchers found that early adulthood obesity significantly raises the risk of premature death, especially from major diseases like heart disease and diabetes. The longer the body carries excess weight, the greater the damage appears to be. Interestingly, cancer risk in women didn’t follow this pattern, suggesting other biological factors are at play.
Early weight gain is linked to lifelong health consequences
Putting on weight earlier in life may be more dangerous than previously thought. Researchers found that early adulthood obesity significantly raises the risk of premature death, especially from major diseases like heart disease and diabetes. The longer the body carries excess weight, the greater the damage appears to be. Interestingly, cancer risk in women didn’t follow this pattern, suggesting other biological factors are at play.
Framework CEO warns AI boom may lead to a scenario where "personal computing as we know it is dead”
Framework CEO Nirav Patel warns that the AI boom and a “winner-takes-all” scramble for chips and storage could drive up component costs and push consumers toward cloud-leased, closed devices, effectively ending personal computing as traditionally understood. While acknowledging progress in repairability across the industry, he positions Framework’s upcoming Next Gen Event as part of a renewed pledge to defend user ownership through upgradable, repairable hardware and local control over data and computation.
In praise of popular science
As a kid, I was enthusiastically and unreservedly in favor of a manned space program. Our destiny lay in the stars, I figured. Get people out there. We need Star Trek here and now. As I got older, I became rather disenchanted with the idea. Humans are expensive, fragile, and inefficient as space cargo. We could flood the solar system with 100 robotic probes for the price of any single manned mission and get back just as useful data. Besides, it turns out space travel is dangerous. Tusk is a reader-supported publication. To support this work, please become a paid subscriber. Subscribe When it came to the recent Artemis II mission, my cynical side didn’t really see the point. Flying around the Moon and back is literally something we did before I was born, and I once owned a Members Only jacket. Apollo 8 circled the Moon ten times and returned to Earth safely the same month that “Chitty Chitty Bang Bang” was released. What was the point of repeating a feat that far braver people once did with tin foil and slide rules? Yet I’ve surprised myself with how moving I’ve found the Artemis II mission to be. The photos have been stunning. The crew has been professional and engaging. There have been modest but important milestones — the farthest humans have travelled from Earth; the first woman, person of color, and non-American to leave low-Earth orbit; innovations in communication, and more. One thing that really stood out is that this is really NASA at its finest. Not that this is the most important mission they ever pulled off, but they did this in a competent way that celebrated the achievements and kept the crew and the science at the forefront of the project. This wasn’t some billionaire throwing celebrities or cars into orbit as a vanity project — this was a collective effort to send experts in to do a job and come home safely. We don’t see that sort of thing much these days. I’m guessing few people would describe many government agencies as inspiring, but this one counts for me. We’re living through a profoundly anti-science era, in which pathbreaking, lifesaving discoveries like mRNA vaccines are routinely downplayed or even vilified. As I’ve noted previously, this era is something like that of the Red Scare in the 1940s and 50s, in which “egghead” professors were portrayed as out of touch or even hostile to regular Americans. One of the things that helped break that spell was Sputnik — the Soviet communications satellite that demonstrated that the United States was falling behind in crucial scientific research and applications. Its launch triggered a new appreciation for American science and goaded the federal government into supporting research universities and labs. I’m not saying that Artemis is the equivalent of Sputnik, but it potentially reminds people that there’s some value to scientific endeavors and the human faces attached to them. Despite my love for the show “For All Mankind,” I’m far from convinced that there’s any real value to putting colonies on the Moon or Mars that would justify the capital investment and the massive health risks to the astronauts. But sending scientific good will ambassadors on a trip into space once in a while? Bring it. Share
Montana shooting sports task force seeks public input on future development
Montana shooting sports task force seeks public input on future development of shooting facilities
The cast of 'Juno': See the stars of the 2007 Oscar winner, then and now
‘Juno’ put teen pregnancy in the spotlight and made a splash at the Academy Awards in 2007. Find out what the cast is doing now.
Black Maternal Health Week puts focus on improving outcomes
Recent data from the Centers for Disease Control and Prevention shows a slight decline in maternal deaths, from 18.6 deaths per 100,000 live births in 2023 to 17.9 in 2024. […]
2026-27 NFL Odds: 'It's a Good Time to Buy Low on Detroit'
Sammy P did some digging to figure out where some of the sharpest minds are putting their money in NFL futures.
Manipulating Science, Manipulating Us
Four decades ago, I and Gerald Markowitz published an article in the American Journal of Public Health that attracted a fair amount of attention. The article was about the history of the introduction of tetraethyl lead into gasoline in the 1920s. The article detailed the controversy over putting lead, even then a known industrial poison and neurotoxin, into the gasoline that was powering the new automobile, particularly those that were produced by the General Motors Company.
Clean House, Clear Mind: The Surprising Health Benefits Behind Spring Cleaning
Whether you're selling to staying put, spring cleaning is beneficial not only to the health of your house, but your own as well.
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.
Virginia Beach business addresses car meet concerns
After Virginia Beach Police put out a community notice, addressing complaints of car meetups at a parking lot in the city, one business says what they do isn’t the problem.
Scientists Found a Common Brain 'Fingerprint' Across 5 Psychedelics
"This is a breakthrough in how we think about psychedelic drugs."
Personnel note: Eric Ludin tapped as Of Counsel for Shumaker's St. Pete office
Ludin is a Florida Supreme Court Certified Circuit Mediator, making him a commodity among other lawyers to resolve client disputes.
A year later, L.A.B. Golf’s weird science got bigger … and more personal
L.A.B. Golf shakes up the putter game with zero-torque tech and wild customization—find one that fits your style and reshapes your game today!
Framework Computer To Announce Their Next-Gen Hardware Later This Month
Linux-friendly hardware vendor Framework Computer sent out a notice this morning that they will be announcing their new 2026 hardware products later this month.
Seafood restaurant, entertainment venue to open on Rose Bay
This Rose Bay restaurant is in the midst of revival, says owners Dino and Victoria Maxwell, soon reopening with fresh seafood, Putt-Putt and more.
Starmer says he’s ‘fed up’ with Trump and Putin’s actions pushing up energy bills for Britons
Prime minister explicitly blames US president for British consumers’ higher bills as he concludes tour of Gulf states
Starmer says he is ‘fed up’ with Trump and Putin’s impact on UK energy costs
PM appears to draw comparison between Russian and US leaders and calls for plan to restore shipping through strait of Hormuz