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Luc Schrauf selected as Eberly College of Science spring 2026 student marshal
Luc Schrauf of State College, Pennsylvania, will be honored as the student marshal for the Penn State Eberly College of Science at the University’s spring 2026 commencement ceremony on Sunday, May 10, on the University Park campus.
NFL Draft Profile: Michigan Football DL Tre Williams
Tre Williams is seeking to be drafted after five years with Clemson and one with Michigan Football. Here’s our NFL Draft Profile on the veteran defensive tackle:
Contra Costa Health nurses demand Board of Supervisors stop drastic budget and service cuts
Registered nurses with the California Nurses Association will speak out at the Contra Costa Board of Supervisors meeting on Tuesday, April 14, to demand that the board stop drastic budget cuts to save the Contra Costa Health system, maintain services, and retain nurses in the wake of the significant projected financial losses created by H.R. 1.
Scholarships support rising stars of science
Two UVA students – a neuroscience major and a materials engineering major – received Goldwater Scholarships.
Lawsuit alleges Dartmouth Health fired executive for raising safety concerns
Former executive at Dartmouth Health files lawsuit alleging wrongful termination and retaliation after raising safety concerns in supply chain.
Swalwell faces bipartisan push to expel him from the House
Florida Rep. Anna Paulina Luna plans to file a motion to expel Rep. Eric Swalwell on the grounds that he violated House rules by having an inappropriate sexual relationship with a subordinate.
1% Better with The Science of Gratitude & Why It Works
Executive Director and Motivational Speaker Rich Bracken joins Shane and Kerrigan to share the science behind gratitude.
Showing the math for Earth’s first — and sudden
Inspired by a Yale undergraduate science class, a new study uses math to suggest that the spark of life on Earth happened quickly — once the conditions were right.
The Many Faces of STEM
UNLV graduate students host a science workshop at Sunrise Mountain High School, providing an opportunity for kids to explore numerous career pathways.
HHS’ Office for Civil Rights Secures Provider Compliance with Disability Rights Laws
HHS’ Office for Civil Rights Secures Provider Compliance with Disability Rights Laws
How California Can Improve Access to Mental Health Services | Pomona College in Claremont, California
Professor Sara Masland examines existing barriers to accessing mental health services, the risks associated with using AI as a therapist and the importance of early intervention in the state’s new Mental Health for All initiative.
Stryker enters competitive IVL space with acquisition of Amplitude Vascular Systems
Stryker, one of the world’s largest medtech companies, has agreed to acquire a rising name in the field of intravascular lithotripsy.
New ultra-premium foldable released internationally with big launch discounts
Motorola has now started selling its first book-style foldable. Available internationally, the Razr Fold undercuts the Galaxy Z Fold7 and the Pixel 10 Pro Fold with a massive launch discount and several wearable accessories thrown in for good measure.
VA launches new EHR at four Michigan medical centers
The new federal electronic health records system went live at facilities in Ann Arbor, Battle Creek, Detroit and Saginaw. The Department of Veterans Affairs also says it is staffing up to support implementations of the long-beleaguered Oracle Health EHR.
FDA shares warning about cath lab procedure kits due to risk of patient injury
The syringes included in several convenience kits commonly used by interventional cardiologists and interventional radiologists should not be used. If treatment is necessary and no other devices are available, it should be done with “extreme caution and vigilance.”
Suspect allegedly steals 26 pounds of honey from Weld County business
The Weld County Sheriff’s Office is looking for a thief who allegedly stole 26 pounds of honey from a business over the weekend.
Altoona alumnus presents small business strategies during Startup Week
Penn State Altoona alumnus Asher Carr recently participated in Startup Week, held in March, with a talk titled “The First Steps to Small Business Success."
Hawaiʻi businesses reminded to file their second quarter annual business reports
The annual report filing period is related to the business entity’s registration date and can be filed at any time during the quarter in which the filing is due; second quarter reports must be filed by midnight June 30.
Max Lousada and Julie Greenwald are in business. Welcome to 26.2 — in partnership with Sony Music
Ex-Warner veterans take the wraps off 26.2 – a record label with global ambitions…
FTRFS: New Fault-Tolerant File-System Proposed For Linux
Sent out today was an initial patch series for comment on introducing the FTRFS file-system
Communication, Science & Society Initiative awards four interdisciplinary grants
The Communication, Science & Society Initiative, a research partnership between Penn State’s Huck Institutes of the Life Sciences and the Department of Communication Arts and Sciences in the College of the Liberal Arts, has announced the grant recipients from its 2025 request for proposals.
Hawaiʻi businesses reminded to file their second quarter annual business reports
The annual report filing period is related to the business entity’s registration date and can be filed at any time during the quarter in which the filing is due; second quarter reports must be filed by midnight June 30.
Kustom Entertainment, Inc. Reports Significant Financial Improvements for Fiscal Year 2025 and Files Annual Report on Form 10-K
Company Highlights $11.9 Million Improvement in Net Loss, Strategic Divestiture of Non-Core Assets, and Forbes Recognition for TicketSmarter OVERLAND PARK, KS, April 13, 2026 (GLOBE NEWSWIRE) -- Kustom Entertainment, Inc. (NASDAQ: KUST) (“Kustom” or the “Company”), a leader in live entertainment and digital ticketing, today announced its financial results for the fiscal year ended December 31, 2025. The Company also confirmed the filing of its Annual Report on Form 10-K with the U.S. Securities
Find Science and STEM Camps and Summer Offerings from UT Austin
The University of Texas at Austin offers 2026 summer science camps, experiences for high schoolers and other youth programs covering a range of STEM topics.
Imaging science research gives new clarity on what color helps eyes focus best
Research by RIT assistant professor Benjamin Chin published in Science Advances may help determine which wavelengths helps the eye focus best.
Gil Carter
No matter what, Gil Carter was always going to find a career in education. “When people like politics, there’s the old saying that they have been ‘bitten by the bug.’ I was bitten at a young age,” laughed Carter, an assistant professor in Mississippi State University’s Department of Communication, Media and Theatre.
Ilitch Sports + Entertainment Hosts Detroit Women in Sports & Entertainment Happy Hour at the Fox Theatre
Community
Ilitch Sports + Entertainment Hosts Detroit Women in Sports & Entertainment Happy Hour at the Fox Theatre
Community
Geography Graduate Students Receive National Science Foundation Award Offers for the 2026 Graduate Research Fellowship Program
Congratulations to our first year graduate students; Danielle Losos, Emily Nagamoto, and Lauren Palermo for receiving award offers from the National Science
GW Hosts U.S. and Finnish Leaders for Energy Innovation Seminar | GW Today | The George Washington University
Diplomats, researchers and policymakers convened at the Elliott School to explore resilient energy systems, Arctic research and transatlantic collaboration.
Dr. Richard Finn recognized for advancing liver cancer treatments
Dr. Finn has been named a 2026 Blue Faery Award for Excellence in Liver Cancer Research honoree and will receive the Lifetime Impact Award.
How information disorder shapes global politics
UC Santa Barbara political scientist Julia Morse studies how information disorder — a media environment where it’s easy to create content and spread false or misleading material — shapes international politics.
Argentine bishop offers advice to young people who wish to enter politics
Bishop Juan Liébana of Chascomús, Argentina, describes the ideal profile of a politician: a person of great virtue and integrity intent on building a better society.
PAHO’s 2025 Country Reports highlight the Region’s progress in health
Washington, D.C., April 10, 2026 (PAHO) — The Pan American Health Organization (PAHO) today presented the 2025 Annual Reports of its country offices, detailing the main results of technical cooperation achieved in collaboration with governments and strategic partners across the Region.Each report highlights concrete results, impacts, and stories from the field stemming from PAHO’s technical cooperation tailored to each country’s context and health priorities.
Radiology Partners reportedly eyeing international expansion
America’s largest radiology group has purportedly considered making a bid to buy its Australian counterpart, which tallied over $176 million in adjusted earnings last year.
9 questions radiology practices should ask when pursuing ‘disruptive innovation’
CHAMPIONSGATE, Fla. Kaihan Krippendorff, MBA, spoke on April 12 during the opening keynote of the Radiology Business Management Association’s annual meeting.
Microsoft’s new Xbox Gamepad Cursor adds a virtual mouse to handhelds
This new Xbox mode feature is ideal for apps that aren’t designed for a controller.
South Business Drive Reconstruction to Begin on Wednesday
Things are about to get a bit more complicated on Sheboygan's south side as reconstruction of South Business D...
'It's incredible, like science fiction': How a new wave of immunotherapy is eliminating cancers
After nearly 100 years of development, treatments that bolster the body's immune system to fight cancer are coming of age – and saving patient's lives.
UK employees invited to submit to the 12th annual Arts in HealthCare art call
In continued celebration of the many talents of the faculty and staff of the University of Kentucky and UK HealthCare, Arts in HealthCare is issuing the 12th annual juried call for art. The purpose of this call is to encourage employees to think about and experience the healing power of art and understand how art enhances the healing environment.
FDA accepts previously rejected application for new PET imaging agent
The radiopharma firm hopes to soon begin selling Pixclara (Floretyrosine F 18), an investigational product for glioma, a type of brain cancer.
Chris Brazzell NFL Draft Profile
Doug watches the college film to assess Chris Brazzell's strengths and weaknesses as well as what it likely means for his NFL future.
“The choice is yours…”, an analysis of Wilders’ algorithmic politics on platform X
Geert Wilders: a longtime actor in politicsGeert Wilders has been a long-standing figure in Dutch politics. He has served in the House of Representatives since 1998, initially as a member of the People’s Party for Freedom and Democracy (VVD) until he left the party in 2004 (Vossen, 2011, p. 184 ...
UberDoc Health Technologies Corp. Announces Upcoming Investor Webinar
Boston, Massachusetts--(Newsfile Corp. - April 13, 2026) - UberDoc Health Technologies Corp. (CSE: APPT) (FSE: 4KL0) ("UberDoc" or the "Company") is pleased to announce that Sean Kearney, Chief Executive Officer, and Dr. Paula Muto, Founder and Chief Medical Advisor, will present an introduction to UberDoc in a live investor webinar taking place on Wednesday, April 15, 2026, at 11:00 AM PT / 2:00 PM ET.The webinar will be hosted by Cory Fleck of the Korelin Report and provide an overview of...
2026 NJBIZ Health Care Power List: A – E
2026 NJBIZ Health Care Power List: Meet the professionals leading the industry that keeps New Jerseyans strong, active and full of life.
2026 NJBIZ Health Care Power List: F – J
2026 NJBIZ Health Care Power List: Meet the professionals leading the industry that keeps New Jerseyans strong, active and full of life.
2026 NJBIZ Health Care Power List: Q – Z
2026 NJBIZ Health Care Power List: Meet the professionals leading the industry that keeps New Jerseyans strong, active and full of life.
8.8-inch OLED, Snapdragon 8 Gen 5: High-end compact tablet gets official launch date
Compact tablet enthusiasts have likely been awaiting more details regarding the Oppo Pad Mini tablet. As revealed by the company, the 8.8-inch OLED tablet powered by the Snapdragon 8 Gen 5 SoC is set to see the light of day later this month.
DHS investigating claim about Swalwell nanny filed by conspiracy theorist
Joel Gilbert, who mailed anti-Barack Obama film to voters in 2012, accuses congressman of violating immigration law
Patient-Provider Discussions on Lung Cancer Screening: Insights From the Health Information National Trends Survey (HINTS)
Background Lung cancer risk is significantly elevated in individuals with chronic lung diseases (CLDs), including asthma, emphysema, and chronic bronchitis. Despite this, lung cancer screenin...
UNM College of Population Health Celebrates 10 Years
Friday, April 17, 2026, The University of New Mexico’s College of Population Health (COPH) will proudly celebrate its 10-year anniversary, marking a decade of measurable impact, substantial growth and future ambition. Founded in 2016, COPH became the...
Together for health and standing with science for our planet and its people
Himalayan spikenard (Nardostachys jatamansi) © Morten Ross / iNaturalist Statement by CITES Secretary-General Ivonne Higuero on the occasion of World Health Day 2026CITES is a multilateral
Working at the Grassroots Level: A Qualitative Exploration of Frontline Health Workers’ Experiences in Tribal Maternal and Reproductive Health Services
Background Frontline health workers play a crucial role in bridging gaps between health systems and marginalized communities. However, there is limited evidence of their experiences within tr...
Together for health and standing with science for our planet and its people
Himalayan spikenard (Nardostachys jatamansi) © Morten Ross / iNaturalist Statement by CITES Secretary-General Ivonne Higuero on the occasion of World Health Day 2026CITES is a multilateral
Northern Poll: Ohioans prioritize political civility despite future uncertainty
Ohioans find political incivility unacceptable but differ on optimism for the future.
MSU Science Festival hosts STEAM Expo weekend
MSU Science Festival hosts STEAM Expo weekend
‘Chilling effect’ of Trump science cuts – even if reversed again
Congress likely to once more block plans to cut billions from agency budgets, but experts fear they will have long-term impact anyway
Oppo officially reveals Find X9 Ultra days before global launch
The Oppo Find X9 Ultra is an upcoming flagship smartphone set to launch globally on April 21. The company's official Weibo account has revealed the device's design ahead of launch, showcasing it in three color options.
State reminds businesses to file second quarter business reports
The annual report filing period is related to the business entity’s registration date and can be filed at any time during the quarter in which the filing is due; second quarter reports must be filed by midnight June 30.
Virginia Business photographer wins Best in Show
Virginia Business won nine awards in the Virginia Press Association‘s 2025 News & Advertising Contest, including a Best in Show award for Specialty Photography to contributing photographer Norm Shafer, the state organization announced during its April 11 annual awards banquet held at The Virginian hotel in Lynchburg. Shafer won the VPA Best in Show award […]
Anthropic brings Claude into Microsoft Word, and legal contract review leads its use cases
Anthropic's Claude for Word beta is live in Microsoft Word for Team and Enterprise users, with legal contract review as the tool's first listed use case
Student-led sports business conference brings industry leaders to campus
University of Illinois event highlights careers in athletics, media and analytics through panels and networking.
“I stopped digging through folders”: How OmniSearch changed the way I find files on Windows 11
OmniSearch blends instant results, previews, and cleanup tools into one powerful search experience.
You can grab a refurbished 2021 Kindle Paperwhite starting at just $49.99
How pristine you want it is up to you.
Heartland Sports on The Breakfast Show 4/12
Heartland Sports on The Breakfast Show 4/12
2026 Greenville Heart Walk shines spotlight on survivors and heart health
The Heart Walk will be holding their first walk in Spartanburg County on Friday, April 17, at Fifth Third Park.
Is creatine safe? Athletes love it, but here's what to know.
Myths and misunderstandings prevail concerning creatine's safety profile that experts keep working to clear up.
Watch: Provost Dittmar, Project Metis leaders outline vision for brain health, brain economy
Four months after its launch, Project Metis is building momentum — with a new website and video offering a deeper look at the initiative’s vision to position the Houston-Galveston region as a global leader in brain health and the emerging brain economy.
Alums bring entrepreneurial spirit to downtown businesses
Two graduates of ETSU's College of Business and Technology share what it's like to be an entrepreneur in Johnson City.
Follow the spark, choosing new Nashville artists to profile
As a Nashville music reporter, I meet emerging artists year-round. Here's how I decide which rising voices to follow.
Are ancient grains better for you? The surprising truth about quinoa and spelt
Is the hype around the health benefits of ancient grains justified? Scientists say its not as clear-cut as you might think.
Health Secretary Wes Streeting to face questions on Sunday with Laura Kuenssberg
This week, Victoria Derbyshire is stepping in for Laura Kuenssberg. Tory MP James Cartlidge and Liberal Democrats leader Ed Davey will also be on the show.
Africa is losing health workers when it can least afford to – a pattern rooted in colonial history
Health workers consistently move from poorer countries to richer ones, a pattern that tracks closely along lines drawn by colonial history.
Chris Bell NFL Draft Profile
Doug watches the college film to assess Chris Bell's strengths and weaknesses as well as what it likely means for his NFL future.
MacBook Neo punches above its weight in Windows 11 gaming test
YouTuber ETA Prime has tested Windows 11 on the MacBook Neo through a virtualization app called Parallels. With full 3D hardware acceleration, the Apple A18 Pro SoC smoothly ran some Windows games on it as well.
Bridging Oral Health and Integrated Care: A Scientometric Study of Integrated Care for Older People (ICOPE) and Removable Prosthodontics in Older Adults
Population aging has shifted healthcare priorities from disease-centered models towards functional ability and quality of life. The WHO Integrated Care for Older People (ICOPE) framework operati...
High school sports results for Saturday, April 11, 2026
SATURDAY’S RESULTS Baseball NON-SECTION Albert Gallatin 4, Steel Valley 0 Toronto, Ohio 20, Carrick 0 Softball WPIAL CLASS 5A Section 2 Kiski Area...
Cleveland Browns NFL Draft Profile: RB Cash Jones, Georgia
Are the Browns considering this Bulldog as the newest member of the Dawg Pound?
Gulfstream's Skyward event draws global business aviation leaders to Savannah
Gulfstream Aerospace Corp. recently hosted nearly 2,000 attendees from over 30 countries at Skyward, its newly reimagined customer event in Savannah. The three-day conference served as a pivotal gathering to discuss the evolving landscape of business aviation.
Maui Health announces CEO transition as Fulton announces departure to be closer to family
Maui Health announced today that chief executive officer Lynn Fulton will step down effective May 3, 2026, to return to central Illinois to be closer to her family. A leadership transition plan will be shared in the coming days.
“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.
2026 NFL Draft Profile: Texas tight end Jack Endries
Texas tight end Jack Endries is a Day 3 prospect the Denver Broncos should consider in the 2026 NFL Draft.
Heartland Sports on The Breakfast Show 4/11
Heartland Sports on The Breakfast Show 4/11
Artemis II crew used modern photography to tell the visual story of their lunar journey – and update some classic Apollo images
A space historian explains how the Artemis II crew reimagined some Apollo-era photos and found spectacular new angles.
Ahead of fishing opener, health officials update fish consumption guidelines
The new fish consumption guidelines include warnings about eating too much fish caught in northeastern Minnesota lakes and rivers, where fish tend to have higher mercury levels. And the state warns against consuming fish from the Vermillion River, south of the Twin Cities, because of PFAS contamination.
Vance, who wasn’t keen on Iran war, now tasked with trying to end it
The weekend’s peace talks in Islamabad mark Vance’s highest-profile assignment as vice president, with concomitant political risk.
Omar Cooper Jr. NFL Draft Profile
Doug watches the college film to assess Omar Cooper Jr.'s strengths and weaknesses as well as what it likely means for his NFL future.
Bengals meet with 3 high-profile defensive prospects
The Bengals have had a busy end to the week, meeting with a number of high-profile prospects ahead of the Draft.
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.
Healthdaq: Recruitment platform used by health trusts targeted by cyber attackers
Hackers claim to have stolen hundreds of thousands of files containing personal data from the platform.
2026 Frontiers in Science: Advancing Space Exploration
One day after the historic Artemis II launch, the College of Sciences welcomed more than 150 researchers, students, and community members to its signature Frontiers in Science conference.
Palmetto Sports & Entertainment to broadcast 31 Columbia Fireflies regular-season games
Palmetto Sports & Entertainment is once again partnering with the Columbia Fireflies to air over 30 regular-season games this season.
MINNEAPOLIMEDIA ENTERTAINMENT | This Weekend in the Twin Cities – Entertainment Guide: April 12 ~ April 13, 2026
Twin Cities weekend offers sports, concerts, theater, and family events, with overlapping options across Minneapolis and Saint Paul shaping a high-energy, choice-filled experience.
Research Days slam winner highlights role of cortisol in health
Nebraska psychology student Max Lottes won the 2026 Student Research Days Slam with a dynamic presentation reframing cortisol as a vital stress hormone, highlighting the annual event’s decade-long role in showcasing graduate and undergraduate research.
TikTok as an engine of entertainment consumption and conversion
New research conducted by TikTok in collaboration with Ipsos explores how social and video platforms drive real-world conversion and long-term IP value.
Science of seismic proportions
Arizona’s deserts might not be situated on a tectonic plate boundary where geographical activity can cause earthquakes, but that doesn’t make the state immune from the disturbance of tremors.It has been 139 years since Arizona’s strongest recorded earthquake on the Pitaycachi fault struck in 1887. The 7.5 magnitude event, known as the Sonoran Earthquake, took place near the southeastern Arizona-Mexico border.
Nevada reports 8,099 new business registrations in March, nearly $21M in revenue
Nevada saw a jump in new business activity in March, with 8,099 new business registrations filed statewide, according to Secretary of State Francisco Aguilar.Ag