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Where to watch Chicago Cubs vs Philadelphia Phillies: TV channel, start time, streaming for Apr. 13
Here's how to watch Monday's Philadelphia Phillies vs Chicago Cubs game, including start times, TV channels, scores and how to stream.
See some of the new food that will be at Four Winds Field this season
See photos of the food that will be offered during South Bend Cubs games this season at Four Winds Field.
Text2Win Tickets To The Greensboro Science Center
Text "EXPLORE" to 31403 for your chance to win a 4-pack of general admission tickets to the Greensboro Science Center! Two lucky winners will be chosen. Contest ends April 26th, 2026 at 10 AM.
Curtis Blaydes suffered multiple significant facial injuries at UFC 327
Engaging in a “Fight of the Year” candidate took its toll on Curtis Blaydes.
The Message Man: Ferraro Award Winner Matt Corridoni ’13 Helps Political Campaigns Connect
Forty years after Geraldine Ferraro ’56 became the first woman nominated for vice president by a major political party, Kamala Harris mounted her own ba...
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.
The Los Angeles Times' top 25 high school baseball rankings
A look at the top 25 high school baseball teams in the Southland after the eighth week of the season.
Fallout from Eric Swalwell scandal grows as lawmakers eye House expulsion votes
The political crisis surrounding Democratic Rep. Eric Swalwell is rapidly escalating into a broader bipartisan showdown that could reshape the makeup of the House.
The Guardian view on AI politics: US datacentre protests are a warning to big tech
Editorial: In both Republican and Democratic states, scepticism and hostility towards an unregulated construction boom is growing
Jon Jones may ‘feel the fire’ to return after UFC 327 but Dana White definitely does not
Jon Jones continues to flip flop on whether or not he intends to retire from the sport, which doesn’t surprise UFC CEO Dana White one bit. White spent the last couple of years glazing Jon Jones as the GOAT of MMA, but that all ended after “Bones” retired in June 2025, reneging on a reported […]
Coffee and granola: How a uniquely Pittsburgh partnership is helping local businesses grow
Derek Davies never intended to return to Pittsburgh. He had one goal by the time he graduated from North Allegheny High School: “Get the hell out...
Sooo ... About Last Night
Last night (Sat., April 11, 2026), Ultimate Fighting Championship (UFC) ventured forth to Kaseya Center in Miami, Florida for UFC 327. Was this the deepest numbered event since UFC 300? Maybe Jon Anik was onto something! There were great fights from top to bottom, like Kelvin Gastelum vs. Vicente Luque on the early “Prelims” card. […]
UFC 327 live blog: Jiri Prochazka vs. Carlos Ulberg
Jiri Prochazka and Carlos Ulberg battle for a vacant UFC title in UFC 327 main event
Cleveland Browns NFL Draft Profile: RB Cash Jones, Georgia
Are the Browns considering this Bulldog as the newest member of the Dawg Pound?
L.A. Times readers celebrate UCLA women's basketball's title win
Times readers cheer UCLA coach Cori Close and players Gabriela Jaquez, Kiki Rice, Lauren Betts, Gianne Kneepkens, Angela Dugalic and Charlisse Leger-Walker.
New Myrtle Beach distillery, brewery set for grand opening at Broadway at the Beach
Ole Smoky Distillery and Yee-Haw Brewing Co. are set to open up a joint distillery and brewery at Broadway at the Beach in May, something the brand is calling a "one-of-a-kind" experience for visitors and locals alike.
Ravens add Dr. Nic Gill for outside perspective on sports performance
The Baltimore Ravens hired Dr. Nic Gill as VP of Health & Performance, bringing an 'outside perspective' to the team.
“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.
See 16 Actors You Forgot Guest Starred on 'Twin Peaks'
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UFC 327: Prochazka vs. Ulberg Final Face-Offs
The vacant light heavyweight title is on the line in the UFC 327 main event on Saturday. Former titleholder Jiri Prochazka faces No. 3 ranked Carlos Ulberg in the featured fight at Kaseya Center in Miami, Florida. During Friday's UFC 327 Ceremonial Weigh-In, the athletes faced off ...
Google’s Gmail Upgrade Decision—2 Billion Users Must Act Now
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Multiple Sixers discuss losing Joel Embiid to appendicitis surgery
Multiple members of the Philadelphia 76ers discuss losing Joel Embiid to his appendicitis surgery.
Will Trump get a worse Iran deal than Obama? Here’s what to know
The contrasts are remarkable.
Melissa Etheridge recalls moment 11-year-old son came out to her as straight: ‘Mom, I’m sorry’
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Chinese business hired lobbyist with ties to Don Jr, then scored a win
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Busy Day of Space Science and Lab Maintenance Greets Station Crew
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Exclusive | Justice Department Opens Investigation Into NFL
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Banijay Entertainment Acquires Global Rights to Indian Fitness Format ‘Battleground’ (EXCLUSIVE)
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Weekly Entertainment Report, April 9-12: Live music and lively arts in Southern NH
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Tractive’s new dog and cat trackers provide more health insights for your pets
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Lakers release final injury report for Tuesday's game versus Thunder
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Sen. Andy Kim calls for 'politics of humility' in Princeton University speech
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Santa Cruz County business filings: Week of April 7
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16 offensive tackle prospects who fit Packers experience benchmarks
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When I get abused just for dancing, it shows how far hatred of politicians has gone
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Politics and the potty take center stage for ‘Urinetown’
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Apple's foldable iPhone encounters engineering snags, faces potential shipment delays, Nikkei Asia reports
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Assassin's Creed Shadows Switch 2 Update Adds Mouse And Keyboard Support
Arriving alongside Title Update 1.1.10
Assassin's Creed Shadows Title Update 1.1.10 Out This Week On Switch 2, Here Are The Patch Notes
Adding mouse and keyboard support!
Rams QB Fits: Ranking 2026 NFL Draft Quarterbacks
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Republican group to spend $45M to help Rogers win Michigan Senate race
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FBI warns millions of iPhone and Android users: These apps could steal your data
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VML Health urges marketers to shift from lifespan to ‘joyspan’ as patient goals evolve
VML Health has
Bruising Bruins dominate South Carolina, win an NCAA national title
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Miami Archbishop Thomas Wenski urges action on delayed mental health facility in Miami-Dade
Canadians are boycotting U.S. travel over tariffs and politics — and it's already costing America billions
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Where to watch Baltimore Orioles vs Pittsburgh Pirates: TV channel, start time, streaming for Apr. 4
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Call for citizen scientists to collect space dust
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NCAA championship game: How to watch South Carolina vs. UCLA, start time, TV channel and more
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Exclusive: Justice Samuel Alito was taken to a hospital last month in previously undisclosed incident
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Lady Gaga, Michael Buble and other entertainment best bets for April
Trump calls for a major increase in defense spending alongside cuts in domestic spending
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Kids Need Rec Sports To Make a Comeback
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Pam Bondi Ousted as Attorney General
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The Rest Is Science: how evolution is shaping cancer research
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US business inventories unexpectedly fall in January
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PlayStation Announces Project Playmo, Its Next-Generation PS5 DualSense Controller That Will Change How You Play Games Forever
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Geely Tech EU and 3SS launch new in-car entertainment hub for Zeekr
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Santa Cruz County business filings: Week of March 31
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Nigel Farage to snub US conservative conference brought to UK by Liz Truss
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John Hood: In politics, common decency should still matter
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76ers' Joel Embiid talks health, East standings after win over Hornets
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Chicago woman has $600K after selling a $1.2M business, but husband is gambling it away. How Ramsey says to double it
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Market Square momentum builds as crews work to push project over goal line before NFL Draft
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JD Vance leads CPAC poll for next Republican presidential candidate
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Actor James Tolkan of 'Top Gun' and 'Back to the Future' fame dies at 94
a e n movies entertainment celebrity u-s-news general-news | WBBM Newsradio 780 AM & 105.9 FM
Actor James Tolkan of 'Top Gun' and 'Back to the Future' fame dies at 94
a e n movies entertainment celebrity u-s-news general-news | Newsradio 1140 WRVA
Actor James Tolkan of 'Top Gun' and 'Back to the Future' fame dies at 94
a e n movies entertainment celebrity u-s-news general-news | WBEN
Actor James Tolkan of 'Top Gun' and 'Back to the Future' fame dies at 94
a e n movies entertainment celebrity u-s-news general-news | 100.1 FM and AM 1020 KDKA
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