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Googlebook deserves a little patience: why early launch quirks don’t define its future
If you have been following our Googlebook coverage of late, you know I have been wrestling with two competing realities around the fledgling, current state of Googlebook. Earlier this week, I aired...
How Lucille Ball Saved ‘Star Trek’ to Become a Six-Decade Juggernaut Franchise
Roddenberry Entertainment COO Trevor Roth on Wednesday told the MIA Market in Rome how the comedy legend and her Desilu Productions put the quirky sci-fi series into reruns after an NBC cancellation.
Google Labs' 'secret society' way of thanking its MVP employees
Google Labs chief Josh Woodward revealed the "secret society" ritual and quirky awards used to thank top employees.
McWane’s quirky critters show Birmingham how curiosity keeps science alive
If you’ve ever thought the animal kingdom is all about speed, strength and sharp teeth, a new exhibit at Birmingham’s McWANE Science Center is here to (slowly)
Unique, quirky bookstores around the world worth a visit
In an increasing digital age, it appears that physical bookstores have become more than just places to buy books. They offer something that online shopping and e-books can’t quite replicate
Being your authentic self is serious work, founders say; why women need to be in the business of saying ‘no’
In a world that’s so focused on AI, now’s the time for entrepreneurs to lean into the authentic quirks that make their businesses different, said Colleen Robertson, encouraging women to “be OK doing something crazy and turning people’s heads.”
Apple TV’s great year continues with Small Prophets
A quirky supernatural comedy is the latest welcome addition to the streaming service.
Pre-Columbian Archaeology Meets Science Fiction in Max Lehman's Quirky Sculptures
Max Lehman delves into a kind of future past inspired by science fiction, where modern tech and prehistoric visual culture merge.
New Orleans' Eiffel Tower building on St. Charles is on the market. Could it be demolished?
The quirky steel structure was built a restaurant that was removed from the Eiffel Tower in Paris and shipped to New Orleans in the 1980s.
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Researchers have been honored for their quirky, imaginative contributions to science at the 36th annual Ig Nobel Prizes. Thursday's ceremony was held for the first time outside the U.S. Ten
Paul Reubens' Big Auction to feature more than 400 items
Pee-wee Herman's iconic suit and bow tie, quirky furniture, annotated scripts and signed memorabilia will be among the 400-plus items sold at Paul Reubens' Big Auction.
Reince Priebus: Minnesota is always a little quirky when it comes to politics
Fox News political analyst Reince Priebus outlines the paths to victory in a tight Minnesota U.S. Senate race on ‘America’s Newsroom.’
14 Quirky Mini Gadgets That Make Great Gifts
If you're trying to figure out what gifts to buy for the tech-enthusiast in your life, why not browse among the miniature options?
Longtime political reporter Brendan Farrington dies at 60
Mr. Farrington, a Massachusetts native who early in his career worked for The Patriot Ledger, was known for his willingness to cover all types of stories, from the Florida Capitol to the quirky corners of his adopted state.
Longtime AP Florida politics reporter Brendan Farrington dies at 60
Brendan Farrington, a veteran news reporter who covered Florida politics, hurricanes and quirkiness for The Associated Press for more than 25 years, has died. He was 60.
'Back in Black' review: Christopher Walken is hilarious as a quirky undertaker
Ella Ballentine goes from "Anne of Green Gables" to "The Vampire Lestat," to a killer comedy.
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Ten research teams were honored Thursday at a satirical science awards ceremony that was hosted outside the U.S. for the first time due to travel concerns.
Research on cockroach milk and nose-blowing wins Ig Nobel prizes
Researchers are honored for their quirky, imaginative contributions to science at the 36th annual Ig Nobel Prizes. The ceremony was moved from the U.S., whose travel restrictions had made the country 'unsafe for our guests,' a top official said.
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Ten research teams were awarded the satirical Ig Nobel prizes during a ceremony in Zurich, Switzerland, marking the first time the event was held outside the United States due to visa concerns.
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Ten research teams were honored Thursday at a satirical science awards ceremony that was hosted outside the U.S. for the first time due to travel concerns. Researchers who studied milk from cockroa…
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Ten research teams were honored Thursday at a satirical science awards ceremony that was hosted outside the U.S. for the first time due to travel concerns.
Scientists studying cockroach milk, nose-blowing win 2026 Ig Nobel prizes for quirky science
Ten research teams were honored Thursday at a satirical science awards ceremony that was hosted outside the U.S. for the first time due to travel concerns.
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Ten research teams were honored Thursday at a satirical science awards ceremony that was hosted outside the U.S. for the first time due to travel concerns.
Scientists studying cockroach milk and nose-blowing win Ig Nobel prizes for quirky science
Researchers have been honored for their quirky, imaginative contributions to science at the 36th annual Ig Nobel Prizes
Annual quirky science prize is held outside the US for the first time
Researchers have been honored for their quirky, imaginative contributions to science at the 36th annual Ig Nobel Prizes.
How to visit Beachyville, Caseville's homemade shed shopping mall
A family business in Caseville full of unique and quirky art is attracting visitors from around the world.
The World’s Most Intelligent Octopuses Have A Molecular Quirk That Could Help Explain How Their Brains Increase 100-Fold In Their Lifetimes
Yours, on the other hand, will only quadruple.
Can Humans Get Pregnant in Space?
From microgravity to intense radiation risks, the quirks of space travel raises some big questions about how they might affect a developing fetus.
Static electricity is a mystery, and scientists are all charged up
Scientists are largely clueless about the origins of static electricity. A quirky group of researchers aims to change that.
4 Reasons Why People Ditch Their Alexa Devices
Why do people ditch their Alexa devices? We explore the top 4 reasons, including privacy concerns, intrusive advertisements, and performance quirks.
Google Messages is finally fixing two of its most annoying quirks
These fixes should have arrived years ago
If You Loved 'Gilmore Girls,' There's One Movie You Need to Watch Next
If you’re looking for more warm-hearted banter and quirky, complex mom-daughter comedy vibes, “Mermaids” is your movie.
A unique antibody system may help explain bats' unusual tolerance of viruses
Researchers found that vesper bats use two separate sets of genes to build antibodies — a rare evolutionary quirk that may give them different ways to fight infection.
Splatoon Raiders review – Nintendo’s inky shooter fades to grey
The single-player offshoot of the quirky and colourful multiplayer series is disappointingly run-of-the-mill
New spinning drone hides in plain sight: 'Phantom Twist' harnesses motion blur to nearly vanish in flight
By exploiting the quirks of human vision, Northwestern University engineers have designed a drone that nearly disappears before the eyes. For years, researchers have tried to design invisible drones and ...
Entertainment headlines with TMZ
TMZ's Branson Quirke joins Good Day Austin's Dave Froehlich to talk the latest entertainment headlines, including the Swift-Kelce wedding, the FIFA World Cup, and more.
Ultima's creator Richard Garriott is planning to win back the rights to his legendary RPG from EA with an 50-year-old copyright quirk
Speaking to Inside Games, the creator of Ultima has expressed frustration with the handling of the series since he sold it.
In season 2 of Sugar, Colin Farrell’s quirky detective becomes much more human
The show’s star talks about keeping secrets, helping John Sugar grow, and why wearing jeans can be so odd.
Celebrating Columbus, quirks and all, on 614 Day
We're big (we really are!) and bold in a mild kind of way. June 14 is the day we celebrate Columbus, unless it's better to do it another day instead.
Boox’s quirky page-turning remote won me over
This tiny remote is great for more than just reading.
Five NFL contenders with easiest paths to playoffs: Lions, Ravens poised to return to postseason
Based on power rankings and scheduling quirks, several teams are positioned to take advantage of favorable roads to the playoffs
There's a hidden 'third eye' buried in your skull – and scientists think they've finally worked out why | BBC Science Focus Magazine
Far from a spiritual metaphor, a new theory is shedding light on the bizarre evolutionary quirks that gave us a hidden third eye
Microsoft's New Surface Laptop For Business Has A Privacy Screen And Quirky Haptics
The new laptops are geared towards corporate buyers, with a price to match.
macOS 27: Two More Changes Leaked Ahead of WWDC Next Month
macOS 27 will have a "slight redesign" compared to macOS Tahoe, along with an option to automatically group tabs in Safari, according to Bloomberg's Mark Gurman. In his Power On newsletter today, Gurman said the design changes will help to address some of the criticism surrounding macOS Tahoe's new Liquid Glass interface. In particular, the changes should improve overall readability. "Apple aims to address the shadows and transparency quirks," he said.
Apple to Make Design Changes in macOS 27 to Address Tahoe Quirks
Also: The latest on iOS 27 and the truth about the Vision Pro.
Assassin’s Creed Black Flag Resynced brings back the original's best gameplay quirks
Ubisoft has detailed Assassin’s Creed Black Flag Resynced gameplay, highlight just how many classic mechanics from ACIV Black Flag will return in the remake.
“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.
The Masters: The biggest quirks and traditions at Augusta
No birds, cheap food, and artificial dye in the water are just a few of the Masters' quirks. See everything that makes the tournament unique.
90 Painfully Relatable Programming Memes That Might Just Break Your Brain (New Pics)
Every job has its quirks. But some feel almost like a world of their own. Like programming—we (indirectly) interact with it every day, yet many of us know surprisingly little when it comes to what actually goes on behind the screens. The subreddit ‘Programmer Humor’ is the perfect place to bridge this gap. It allows them—and pretty much everyone involved in computer science—to air their frustrations and give the rest of us a better understanding of what their day-to-day really looks like. Here a
Goodbye mrbrightside416: Google allows users to alter quirky Gmail addresses
Those in US given chance to have more professional usernames without losing access to account
How Robinhood's chief brokerage officer tells his kids to invest
Steve Quirk shared four stock indexes to have in your core portfolio. He recommends focusing on diversification, with some cash set aside for single stocks.
Men are losing a key chromosome with age and it may be deadly
Aging men often lose the Y chromosome in a growing number of their cells—and it may be far more dangerous than once believed. This loss has been linked to heart disease, cancer, Alzheimer’s, and shorter lifespans. Researchers suspect Y-less cells may grow faster and disrupt normal body functions. What seemed like a minor genetic quirk could actually be a major driver of age-related disease.
Rhyming with reason: FSU expert explores the reading science behind Dr. Seuss books
Dr. Seuss Week is observed from Monday, March 2, through Friday, March 6, highlighting the significance of early reading through the quirky and rhythmic
New York Knicks spin-off puts quirks of sports M&A at centre court
Separating its two assets would be a whole new ball game for Madison Square Garden Sports
An Invisible World Is All Around You, Scientists Say—If You’re Lucky Enough to See It
On “The Astounding Pop Mech Show,” Andrew Daniels and John Gilpatrick discuss the genetic quirk that could open up a whole new reality for some people.
As quirky Switch 2 life sim Tomodachi Life gets a release date, Nintendo makes good on decade-old same-sex relationship promise
Nintendo has confirmed same-sex relationships in its Tomodachi Life: Living the Dream reveal, alongside an April release date.
5 ground-breaking — and quirky — products from the 2026 CES
From a lollipop that lets you taste sound to a Tamagotchi style AI pet that physically grows, here are the coolest tech you could get your hands on.
5 ground-breaking — and quirky — products from the 2026 CES
From a lollipop that lets you taste sound to a Tamagotchi style AI pet that physically grows, here are the coolest tech you could get your hands on.
This YouTube Music quirk never bothered me — until I watched my partner use Spotify
I can't unsee it now
OneXSugar Wallet is First Android Handheld with a Foldable Screen
OneXSugar, makers of the quirky Sugar1, have released details on its upcoming OneXSugar Wallet, a clamshell device with a single, foldable screen.
A quirky guide to myths and lore based in actual science
Folklorist/historian Adrienne Mayor on her new book Mythopedia: A Brief Compendium of Natural History Lore...
How did curling become a Winter Olympics sensation? Inside the sports' unique history
More than 2.3 million people — or one of every 18 Canadians — participate in the sport of curling. A look at how the quirky sport became an Olympic star.
Rockets hope return of Alperen Sengun spurs success vs. Clippers
The quirky scheduling gap courtesy of the NBA Cup allowed the Houston Rockets a respite and provided an opportunity for early-season reflection.