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RFK Jr. restores staffing at 9/11 health program ahead of Capitol Hill testimony
The move comes after nearly a year of bipartisan criticism about program staffing shortages delaying care for program participants.
Blackmagic Camera app gets Apple Watch companion
Blackmagic Design, ahead of NAB 2026, updated its Blackmagic Camera app to include a new Apple Watch control option.
Analysing Arsenal ahead of Sunday’s Premier League clash
An in-depth look at our opponents this weekend… Men's Team One moment in time: Haaland lets his hair down! In a game that needs little introduction, we welcome Arsenal to the Etihad Stadium in a 16:...
States rush to redraw U.S. House districts ahead of the November midterm elections
Redistricting usually happens once a decade, but President Donald Trump sparked a mid-decade redistricting battle last year while calling on Texas Republicans to redraw their districts for partisan advantage. California Democrats reciprocated, and other states soon followed.
Chargé Arnold Speech - Implementation Plan of Five-Year Health MOU - U.S. Embassy in Madagascar
Chargée d’Affaires Stephanie Arnold's Speech Discussion on the implementation plan for the five-year health Memorandum of Understanding (…) Colleagues, and honored guests, Good morning, and welcome to the United States Embassy. It is a pleasure to host you today for the second day of this important workshop to discuss the implementation of our bilateral health Memorandum of Understanding on U.S. Government health activities in Madagascar, made possible through the Trump Administration’s America First Global Health Strategy. Today’s focus— discussing a shared vision and developing a preliminary draft for the health MOU Implementation Plan and the terms of reference for the two committees that will steer its implementation—is a decisive step in moving from commitments on paper to concrete action over the next five years. On December 22, 2025, the Governments of Madagascar and the United States signed a five-year bilateral health MOU, with a financial intention of approximately 554 billion Ariary from the United States and This jointly decided MOU intends to strengthen Madagascar’s health system, support lifesaving services, and improve disease prevention and response that matter to both our countries’ health security. For the United States, this means detecting and containing infectious disease outbreaks including malaria, polio, and emerging health threats before they can reach American shores through international travel and trade, protecting American families while reducing the need for costly domestic emergency responses Yesterday, technical experts from the Ministry of Public Health and the U.S. Government worked in thematic groups to draft a preliminary Implementation Plan. Today, your task is to review the shared vision and preliminary draft MOU implementation plan, and the proposed terms of reference for the Joint Steering Committee and the Operational Committee that will guide its implementation. These committees are not just administrative structures. They are the mechanisms that will ensure clear roles and responsibilities, regular dialogue between our two governments, consistent monitoring of progress, and real accountability for the results that will directly benefit the lives of Malagasy citizens. They will also track performance against the benchmarks we have jointly established, which will guide the continuation of U.S. support over the five-year period . Continued U.S. support will be contingent on meeting these performance benchmarks. This ensures accountability to both American and Malagasy taxpayers and guarantees that our partnership delivers measurable results. America First Foreign Assistance means that U.S. support must be strategic, results-driven, and accountable to our taxpayers. It also means we aim to support greater self-reliance and reduced long-term dependence on foreign assistance, with systems that are increasingly financed and led by Madagascar itself. This approach benefits both our nations: Madagascar gains sustainable health capacity, while the United States advances our health security interests and creates opportunities for American health innovations and companies to support Madagascar’s development. In that spirit, I want to recognize the presence of the Ministry’s leadership and the technical directors and program heads responsible for surveillance, basic health services, family health, immunization, countering malaria, laboratories, medicines, and health information systems. Your leadership and technical expertise are essential if this bilateral health MOU is to translate into real and lasting improvements for people in need across the country. Let me emphasize how important collaboration is to the United States in this effort. We can bring American resources, technical expertise, and tools. But this bilateral health MOU can only succeed if it reflects Madagascar’s priorities and if Malagasy institutions lead and maintain its implementation. We see this not as a U.S. project, but as a joint framework under Malagasy leadership, with U.S. support. That is why we are genuinely pleased to host this event here at the Embassy. Opening our doors to you today symbolizes our commitment to work side by side and to remain transparent about how we use U.S. resources in support of Madagascar’s health system. In closing, thank you for your time and your partnership. We are very happy to welcome you here and proud to accompany Madagascar in this next step of implementation planning for our bilateral health MOU. I wish you a productive and focused session. The work you do today will shape how our two governments cooperate on health in the years ahead; it will influence the quality and reliability of health services that Malagasy communities receive; and, most importantly, it will help protect both our nations from infectious disease threats while building Madagascar’s capacity for long-term health system sustainability. Thank you.
Walmart’s new $60 Onn 4K Pro Google TV box is launching soon, here’s every detail
Ahead of its formal launch, Walmart’s new Onn 4K Pro Google TV box is starting to show up in stores...
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.
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
Freshman quarterback Bowe Bentley embraces early learning curve at OU ahead of spring game
The jump from high school football to the Southeastern Conference doesn’t come quietly, and for freshman quarterback Bowe Bentley, that reality has set in quickly.
Jaylen Brown shares positive health update ahead of playoffs: 'I feel a lot different than last year'
"I'm excited to maximize my potential and take advantage of every opportunity that I have to win."
LA hotel leaders warn Mayor Bass' $30 wage mandate is killing business ahead of World Cup, Olympics
Los Angeles hotels are "sounding alarm bells" over a $30-per-hour minimum wage law, according to an AHLA report citing reduced hiring and canceled investments.
Brook Lopez channels Skeletor ahead of Clippers' regular season finale
LOS ANGELES -- Brook Lopez has never been one to blend into the background.
Five players miss Arsenal’s training ahead of the Sporting game
Arsenal are set to face Sporting Club in the Champions League in a matter of hours, but concerns are growing over the potential absence of several key players. The Gunners have enjoyed an impressive s...
Previewing Jaguars' tight end position ahead of 2026 NFL draft
With the 2026 NFL draft near, we will be taking a position-by-position look at where things stand with the Jaguars. Up next are the tight ends.
Presidential Downballot Losses: An Updated History and a Look Ahead to Trump’s Second Term
Since World War II, presidents have consistently presided over losses for their party in down-ballot offices—in the Senate, the House, governorships and state legislatures.
Trump predicts oil prices will drop ‘tremendously’ despite recent surge
President Donald Trump sits down with FOX Business' Maria Bartiromo to discuss escalating Middle East tensions, his warning to Iran on nuclear weapons and why he believes gas prices will drop ahead of the midterms.
LA Times Festival of Books: What to know about tickets, parking, speakers
Here's everything you need to know about tickets, parking and speakers ahead of the L.A. Times Festival of Books this weekend.
PS Plus Extra Games for April Leak Ahead of Official Announcement
A trio of titles revealed
He Has a War Chest and an ‘R’ by His Name. Will Enough Voters Like Him?
Vivek Ramaswamy has all but cleared the field ahead of the May primary for Ohio governor, but whether a finance and pharma billionaire is the man for the moment is another question.
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.”
Helene exposed cracks in western NC’s health care safety net
Analyses of emergency room use and a doctor’s scramble to reopen his clinic raise questions ahead of the next big storm.
OU men’s gymnastics leans on consistency ahead of national championship
No. 1 OU men’s gymnastics (14-0) head coach Mark Williams spoke with the media Tuesday ahead of the NCAA national championship, where the Sooners will look to earn a national
Republicans are moving to fund Homeland Security 'the hard way' after end of talks
Republicans in Congress are forging ahead with a risky go-it-alone strategy for funding the Department of Homeland Security | KMBZ
Cattle futures up ahead of direct business
At the Chicago Mercantile Exchange, live and feeder cattle were higher, ahead of the week’s direct business and taking into consideration the tight supply of ready numbers. June live cattle closed $2.90 higher at $251.42 and August live cattle closed $2.07 higher at $246.52. May feeder cattle closed $2.02 higher at $374.85 and August feeder […]
Max Hodak’s Science Corp. is preparing to place its first sensor in a human brain
Human trials on the hybrid sensor are expected to begin in the years ahead.
Max Hodak’s Science Corp. is preparing to place its first sensor in a human brain
Human trials on the hybrid sensor are expected to begin in the years ahead.
Roundup: Here's What The Critics Think Of Mouse: P.I. For Hire Ahead Of Its Xbox Launch
Up for some classic cartoon shootin'?
U.S. Soccer sporting director Matt Crocker quits to take role in Saudi Arabia
Matt Crocker quit as sporting director of the U.S. Soccer Federation on Tuesday, just two months ahead of the World Cup, to take a new job in Saudi Arabia.
Sporting suffer injury blow ahead of Arsenal 2nd leg
Ivan Fresneda is expected to miss Sporting CP’s match against Arsenal on Wednesday, but club captain Morten Hjulmand is back after suspension.Photo by Gualter Fatia/Getty ImagesSporting CP made a fe...
Arsenal injury news ahead of Sporting: who is available?
Mikel Arteta met with the media ahead of Arsenal’s Champions League quarter-final second leg against Sporting on Wednesday and delivered the following updates on his injured players.Photo by Carlos ...
Ally reaches ’50/50 pledge’ on women’s sports spending ahead of schedule
The pledge, which aimed for gender parity in sports media investment within five years, has been realized in just four.
Federal Reserve battle heats up as Warsh hearing stalls ahead of Powell deadline
Sen. Tim Scott, R-S.C., joins 'Mornings with Maria' to discuss delays in Kevin Warsh’s Federal Reserve confirmation hearing, Jerome Powell’s future, and the fight to pass the CLARITY Act.
6 Arsenal youth players join senior training pre-Sporting clash
Six Arsenal youth players were spotted in first-team training ahead of Wednesday’s match against Sporting CP, with at least one expected to make the senior squad for the game.Photo via Mitchell on I...
Ally Achieves Historic 50/50 Sports Media Pledge One Year Ahead of Schedule
Commits to Continuing the Work to Advance Women's Sports and Support the Fans Who Made It Happen CHARLOTTE, N.C., April 14, 2026 /PRNewswire/ -- Ally Financial Inc. (NYSE: ALLY) today announced it...
10 Reasons to Wait for the iPhone 18 Pro
Apple's iPhone development roadmap runs several years into the future and the company is continually working with suppliers on several successive iPhone models at the same time, which is why we often get rumored features months ahead of launch. The iPhone 18 series is no different, and we already have a good idea of what to expect for the iPhone 18 Pro and iPhone 18 Pro Max.
Game Preview: Pittsburgh Penguins @ St. Louis Blues, 4/14/2026
Who: Pittsburgh Penguins (41-24-16, 98 points, 2nd place Metropolitan Division) @ St. Louis Blues (36-33-12, 82 points, 7th place Central Division) When: 9:30 p.m. ET How to Watch: Local on TVAS and SN-PIT, national on ESPN Pens’ Path Ahead: The Philadelphia Flyers officially clinched a first-round matchup with the Pens with a shootout victory over the Carolina Hurricanes on […]
Why Phillies should think long term with Justin Crawford, Andrew Painter
The Phillies have two young building blocks in Justin Crawford and Andrew Painter. With labor uncertainty ahead, early extensions would make sense.
Arsenal vs Sporting CP: TV channel, kick-off time, live stream, referee, injury and team news
All you need to know ahead of the UEFA Champions League quarterfinal second leg between Arsenal and Sporting.
Bercow Radell Fernandez Larkin & Tapanes celebrates 30 years, announces leadership transition
'The best work of this firm is still ahead of us.'
10 thoughts and tidbits on Sixers vs. Magic play-in tournament game
Ahead of the Sixers’ play-in tournament game vs. the Magic, here are 10 thoughts and tidbits.
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
2026 NFL Draft: Raiders mock draft update
We break down our picks in a new three-round mock draft update for the Las Vegas Raiders ahead of the 2026 NFL draft.
OTB Staff: 3 Bold Predictions for 2026-2027 Rutgers Sports
As the 2025-2026 athletic year nears its end, with just the spring sports left to play, it is time to look ahead to the 2026-2027 athletic year. We here at On The Banks will each make three bold predictions about what the next year of Rutgers sports might have in store for us. Let us […]
Washington Nationals Announce Roster Moves After Waldichuk Injury
After some bad news was sprinkled into Sunday's win against the Brewers, securing the first sweep against the team since 2011 and first in Milwaukee since 2006, the Washington Nationals announced a flurry of moves ahead of the four game series against the Pittsburgh Pirates.
Patriots exec says 'Business as usual' for Mike Vrabel ahead of the NFL draft
New England Patriots coach Mike Vrabel didn’t make an appearance at the team’s pre-draft news conference Monday. But a front-office executive says the coach is going about his job as usual...
Gov. DeSantis is celebrating an Everglades restoration milestone ahead of schedule
'Together, we've taken on one of the most ambitious ecosystem restoration efforts in the world, and we've agreed to do it faster.'
Secrets of Strixhaven MTG Arena Event Schedule
Prepare for the release of Magic's latest set on MTG Arena! Check out all the events ahead of the set's digital release on April 21.
Mercer Health Announces 2026 Sports Physicals for Student Athletes
Mercer Health is now scheduling 2026 sports physicals for area student athletes, offering families convenient access to required pre‑participation exams ahead of the upcoming school year. As part of this year’s program, students who complete their sports physical at a Mercer Health Medical Group location will receive a complimentary t‑shirt, while supplies last. Sports physicals […]
Mercer Health Announces 2026 Sports Physicals for Student Athletes
Mercer Health is now scheduling 2026 sports physicals for area student athletes, offering families convenient access to required pre‑participation exams ahead of the upcoming school year. As part of this year’s program, students who complete their sports physical at a Mercer Health Medical Group location will receive a complimentary t‑shirt, while supplies last. Sports physicals […]
White House says it’s boosting affordability through physician reforms
A new report distills the Trump administration’s strategy as officials jockey to shape health care messages ahead of this year’s midterm elections.
Huawei kicks off the wide foldable trend with Pura X Max ahead of iPhone, more
Huawei has shown off its next foldable, the Pura X Max, which has a super wide form factor we’re expecting...
College football best- and worst-case scenarios for every team in the top 25 ahead of 2026
Sifting through rosters and schedules to determine the ceiling and floor for 2026 contenders
On positioning nurses as health experts
Landmines ahead for Vinay Prasad’s successor, hospitals and chatbots, and more health news from Morning Rounds
Why college oversight could get more political
The Trump administration is forging ahead in its quest to rid higher education of “radical left” oversight organizations.
🗞️Today's headlines: No giving up, and a flying Lamine
The week begins revving up ahead of the Champions League quarter-final second legs.It is the week of truth for Madrid, Barça and Atleti in the Champions League, and the sports press wakes up with ral...
3 Steelers poised for their first All-Pro in 2026
Looking ahead to 2026, here are our favorite three Steelers to be named and All-Pro for the first time.
Iowa State Fair hints at expanded entertainment lineup ahead of reveal
DES MOINES, Iowa — The Iowa State Fair is not just another summer tradition this year. It is shaping up to feel bigger, louder, and more unpredictable as it ties into the nationwide America 2…
Iowa State Fair hints at expanded entertainment lineup ahead of reveal
DES MOINES, Iowa — The Iowa State Fair is not just another summer tradition this year. It is shaping up to feel bigger, louder, and more unpredictable as it ties into the nationwide America 250 celebr...
Barron Trump’s beverage brand unveils first flavors ahead of launch
Barron Trump-linked beverage startup SOLLOS is teasing its first yerba mate flavors and packaging as the company builds momentum ahead of its planned May 2026 launch.
Minnesota politics: Previewing governor's race, Iran war impact | FOX 9 Minneapolis-St. Paul
Political analyst Blois Olson takes a look ahead to what could be the most expensive legislative race in Minnesota history. He also examines how the war in Iran could impact voting choices in rural areas.
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.
News Analysis: Trump's Strait of Hormuz blockade risks clash with China
It is a high-stakes moment ahead of a closely watched summit between President Trump and Chinese President Xi Jinping in Beijing next month.
Minnesota politics: Previewing governor's race and Iran war impact | FOX 9 Minneapolis-St. Paul
Political analyst Blois Olson takes a look ahead to what could be the most expensive legislative race in Minnesota history. He also examines how the war in Iran could impact voting choices in rural areas.
📺 Sunday schedule (12): Brasileirão, derbies and crackers in Europe
Sunday (12) features big rivalries across Brazil and plenty of European football. Check the schedule and where to watch, and plan ahead!Brasileirão 🇧🇷11am - Athletico vs. Chapecoense: Premiere...
Politics: Iowa gubernatorial race shifts to 'toss-up'
The nonpartisan political prediction source Cook Political Report has classified Iowa’s 2026 gubernatorial race as a “toss-up” ahead of this November’s midterms.
Reform’s Startup Culture Raises Risks Ahead of Local Elections
Earlier this year, as Reform UK official Shaun Wilkinson was shortlisting candidates for May’s local elections, he watched in astonishment as a superior remotely replaced one pick in the shared spreadsheet with a recent Conservative defector who he’d rejected.
Your wishes, your voice: Ochsner doctors encourage families to plan ahead for National Healthcare Decisions Day
Every year on April 16, National Healthcare Decisions Day serves as a reminder that medical emergencies rarely arrive with warning. When they occur, the decisions surrounding treatment often must be
Iran war diverts US military and attention from Asia ahead of Trump's summit with China's leader
President Barack Obama in 2011 declared it was time to leave behind the wars in Iraq and Afghanistan and “pivot” to Asia to counter China’s rise
Who will win 2026 Masters? Rory McIlroy, Cameron Young on top as Scottie Scheffler leads chase pack
McIlroy's shocking stumble brought several contenders into the mix ahead of Sunday's final round at Augusta National
Trump wants to paint a White House office building with ‘magic paint.’ Experts advise against it
President Donald Trump privately advocated for painting an ornate federal office building next to the White House with a “magic paint with silicate,” CNN has learned. But ahead of a key vote on exterior changes to the sprawling Gilded Age structure, a panel of experts is warning the so-called magic paint could be incompatible with the Eisenhower Executive Office Building’s granite exterior.
Appeals court says Trump White House ballroom construction can proceed for now
A federal appeals court said Saturday that President Donald Trump can move ahead for another week with construction of a massive new White House ballroom while judges consider the project.
“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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