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“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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We disagreed on politics. We agreed on wine. That was enough.

At the Virginia Governor’s Cup Gala in Richmond earlier this month, a very dapper gentleman approached me and introduced himself. In his light-colored suit and bowtie, he looked very Southern in a classical sense, the sort of Virginia Gentleman you used to see south of the Rappahannock as recently as my college days. “I’m a longtime reader and fan of your writing, if not your politics,” he said. His comment was the proverbial iron fist in a velvet glove, simultaneously conveying praise and disapproval while establishing boundaries. Man, I wish we still discoursed like this instead of shouting bromides and insults to try and “own” our opponents with a funny meme and a furrowed brow. Subscribe “Well, we’ll always have wine to share together,” I said, and thanked him for his kind words. We clinked glasses, exchanged pleasantries about the delicious gold medal-winning wines being poured that evening, and went our separate ways. Our exchange reminded me that more unites us than divides us. 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I conceived of WineLine Live! for paid subscribers, as a thank you for your financial support. And while only a few people joined live, the video now has more views than I have paid subscribers, so I guess that’s pretty good. Even so, I’m considering opening future installments to anyone on Substack to reach a broader audience. So my questions to you: Should these be public? And what format do you prefer? Live gives a chat feature with the potential for viewers to interact with me and the guest, while a video post would just be that. Another alternative is a podcast, which would just be audio, without video of my chins. Please let me know in the comments. Leave a comment In the Glass A few wines I’ve enjoyed recently: Bonny Doon Vineyard Take Me to Your Liter, Le Cigare Volant, Red Wine of the Earth. 2023, Central Coast, CA. Blend of Grenache, Syrah Cinsaut and Petite Sirah. Delightful wine with expressive red fruit flavors, casual drinking. 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A great value, as I’m seeing it as low as $14 online. 12% abv. Red Tail Ridge Blau Franc Blend 2024, Sans Oak, Finger Lakes. 13.4% abv. The name is a neat portmanteau of Blaufrankisch and Cabernet Franc, thus Blau Franc. The blend is 50-50, no oak involved. The Blau dominates on the palate, with the spicy caraway seed (think New York deli rye bread). The Franc adds body. The result is juicy, energetic and joyful. Sokol Blosser Estate Rosé of Pinot Noir 2025, Dundee Hills, Willamette Valley, Oregon. This first rosé of 2025 was a welcome respite to our cold, snowy winter here in the Mid-Atlantic. Oh man, I needed this! Bright and energetic, exuberant even, it perks up the mood and goes down fast. 13%. Certified B Corp. Ingredient and nutrition labeling, and in a modest way that doesn’t occupy a lot of label space. (Since it’s not required, presumably there are no minimum font size requirements.) More wineries should follow this example. Dave McIntyre's WineLine is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe Thanks for reading Dave McIntyre's WineLine! This post is public so feel free to share it. Share 1 Some restraint may be required. 2 Especially the bubblies.

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Mar 15 • 3:00 AM EDT • Sports • npr.org
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Shifting police approach to enforcing psychiatric holds in Sonoma County can leave loved ones at a loss and those in crisis at risk, advocates say

Involuntary mental health holds have been one option to ensure someone in crisis, and deemed a danger to themselves, gets help. But increasingly, local police are refusing to carry out those holds.

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Mar 14 • 7:04 PM EDT • Health • pressdemocrat.com
Alabama restaurant owner with 50 years in the business dies at 74: ‘We are heartbroken’

"He loved people, loved entertaining, and had a gift for making everyone feel welcome."

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Mar 11 • 12:27 PM EDT • Business • al.com
Clemson graduate Michael Newman turns passion for science into communications career

In graduate school, Newman realized that while he loved science, bench research was not for him. Instead, he's spent his career as a science communicator.

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Mar 10 • 3:41 PM EDT • Science • news.clemson.edu
Beloved Buc-ee's convenience store chain faces customer service crisis after devastating 'F' rating

Buc-ee's received a shocking "F" rating from the Better Business Bureau, despite a massive cult following and aggressive expansion plans across 11 states nationwide.

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Mar 10 • 11:04 AM EDT • Business • foxbusiness.com
Buc-ee’s is loved by shoppers, so why did it get red-flagged by the Better Business Bureau? Here’s what you need to know

Despite its popularity with loyal customers, apparently the growing Texas-based gas station chain isn’t so great at responding to complaints.

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Mar 10 • 7:00 AM EDT • Business • fastcompany.com
Kings Island to host online auction for pieces from beloved ride

Kings Island said it will host an online auction starting Monday, March 16 through Friday, March 27.

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Mar 10 • 6:26 AM EDT • Entertainment • spectrumnews1.com
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Tom Pipines in retirement; from FOX6 Sports to jail ministry

Beloved former Sports Director Tom Pipines is keeping busy during retirement. Pipines spent the last nine years in Waukesha County Jail – but it’s not what you think.

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Mar 8 • 10:05 PM EDT • Sports • fox6now.com
'LOTR' star Elijah Wood doesn't want anybody else to play Frodo as long as he's 'alive and able'

Elijah Wood won't confirm whether or not he will appear in 'The Lord of the Rings: The Hunt for Gollum,' but he has made it clear that he won't let go of his beloved hobbit without a fight: 'I certainly wouldn’t want anybody else to play Frodo.'

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Mar 8 • 6:29 PM EDT • Entertainment • ew.com
My mom has collected miniatures for 50 years

My mom has spent 50 years collecting miniatures that now fill our entire basement. She didn't get rid of any and my friends loved coming to look at them.

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Mar 7 • 3:28 PM EST • Business • businessinsider.com
Country music star was given 5 years to live in 2021. Here’s the latest

The beloved musician shared a look back at his life.

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Mar 7 • 6:10 AM EST • Entertainment • pennlive.com
Is Call the Midwife ending for good? Season 16 update issued by show’s creators

Fans might not get the news they were hoping for when it comes to the beloved series' future

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Mar 7 • 5:00 AM EST • Entertainment • womanandhome.com
Timothée Chalamet Made A Cringey Comment About Beloved Art Forms — And It Likely Won’t Win Him New Fans

The "Marty Supreme" actor spoke candidly about a number of hot-button topics in Hollywood in a recent interview with co-star Matthew McConaughey.

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Mar 6 • 12:03 PM EST • Entertainment • huffpost.com
'Frozen' musical, Elvis and 'Raisin in the Sun' hit local New Orleans stages this week

From beloved classics to new works, there's something for everyone this week in New Orleans theater shows.

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Mar 5 • 11:00 AM EST • Entertainment • nola.com
Massive business park planned near beloved Texas lake

The new project joins a long list of other Boerne developments bringing new jobs and business opportunities to the area.

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Mar 5 • 7:06 AM EST • Business • mysanantonio.com
Beloved Cincinnati deli owner retiring, passing business to long-time chef

After decades behind the counter, owner Craig Silverglade is retiring and handing the business to someone who’s been working beside him in the kitchen for years.

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Mar 4 • 6:24 PM EST • Business • wlwt.com
A Grip on Sports: The best way to remember a lost loved one may be the most personal question someone can answer, even when it plays out in public

A GRIP ON SPORTS • Friday was a tough day. For a lot of reasons. Some parts of life, and death, are harder to deal with than others.

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Feb 28 • 3:44 AM EST • Sports • spokesman.com
Beloved Millvale bakery closing doors after decades of business

A beloved bakery in Millvale is getting ready to close.

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Feb 25 • 9:10 PM EST • Business • wpxi.com
The brutal business of the NFL: Martin Emerson Jr. and J.O.K. face uncertain futures after Browns’ combine re

Andrew Berry's carefully worded comments at the NFL Combine cast serious doubt on whether either beloved Browns player will suit up for Cleveland again.

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Feb 25 • 9:00 AM EST • Business • cleveland.com
Beloved family meat market in Bryan closing after 6 decades of business

After 66 years of dedication to their craft and their customers, the Ruffino family has announced they’re closing the doors for good.

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Feb 24 • 5:03 PM EST • Business • kbtx.com
Tommy Nelson announces new fiction series from Global Entertainment Stars Dude Perfect

NASHVILLE, Tenn., February 24, 2026--Tommy Nelson, an imprint of HarperCollins Christian Publishing, announced today a new middle grade fiction series from internet icons and leading sports entertainment company, Dude Perfect, known for their viral trick shots, epic battles, and wide-ranging family entertainment. Aimed at readers ages 8-12, the Dude Perfect + Panda series brings the beloved Dude Perfect personalities to middle school for new adventures featuring tricks, flips, fist bumps, and mo

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Feb 24 • 1:00 PM EST • Entertainment • finance.yahoo.com
The Simpsons: Hit & Run and Prototype Developer Radical Entertainment Appears to Have Returned, and Fans Are Hyped for Fresh Remakes

Radical Entertainment, the studio responsible for Prototype and the beloved The Simpsons: Hit & Run, appears to be back under a new name: New Radical Games.

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Feb 24 • 6:19 AM EST • Entertainment • ign.com
Science Museum Oklahoma reopens beloved 'Mighty Mouth' exhibit

Science Museum Oklahoma's popular dental exhibit, "Mighty Mouth," has reopened after renovations, thanks to support from Delta Dental of Oklahoma.

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Feb 23 • 5:37 PM EST • Science • koco.com
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Samsung Galaxy S26 Ultra: Beloved Special Offer Confirmed

With the Samsung Galaxy S26 Ultra due for launch later this month, some welcome details on the double-storage pre-order offer have come to light.

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Feb 21 • 8:49 PM EST • Technology • forbes.com
MOFT's long-awaited MagSafe kickstand wallet with Find My support is now available

First unveiled at CES 2025 over a year ago, MOFT’s beloved MagSafe wallet with kickstand now comes with a much...

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Feb 21 • 5:25 PM EST • Technology • 9to5mac.com
Facing a mental health crisis, an NJ school pulled a beloved novel from English class

Junot Díaz's The Brief Wondrous Life of Oscar Wao was removed from an English class at the public school. PEN America says it's part of a trend of scrubbing literature dealing with uncomfortable topics.

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Feb 20 • 10:27 AM EST • Health • npr.org
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Nonequity Partners: It’s Not Personal, It’s Just Business

Nonequity partnership isn't beloved by those forced into it.

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Feb 18 • 3:01 PM EST • Business • abovethelaw.com
Framingham Baking Co. to close after 109 years in business

After more than a century in Framingham, the beloved family-run bakery will close March 29.

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Feb 18 • 11:09 AM EST • Business • boston.com
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Son of rock superstar to bring legacy act to Hershey

The performance pays tribute to the beloved classic rock group.

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Feb 17 • 2:28 PM EST • Entertainment • pennlive.com
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From Wuthering Heights to Mario Tennis Fever: your complete entertainment guide to the week ahead

Emerald Fennell’s film brings the raunch to Brontë’s romance, while Nintendo’s beloved plumber stars in a colourful, family-friendly sports game

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Feb 14 • 1:00 AM EST • Entertainment • theguardian.com
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American Girl’s ‘modern era’ makeover of beloved dolls draws swift backlash from loyal fans

American Girl's redesigned historical dolls spark fierce backlash from longtime fans who say the modern makeover "ruins the whole point" of the beloved toys.

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Feb 13 • 6:39 PM EST • Business • foxbusiness.com
Yes Minister update I’m Sorry, Prime Minister shows that politics may be beyond a joke

Stage version of the beloved sitcom relies on jokes about social progress and cancel culture rather than Westminster machinations

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Feb 13 • 12:00 AM EST • Politics • ft.com
Michelle Yeoh Doesn’t Hold Back On ‘Wicked: For Good’ Oscar Snub: ‘I Am In Shock!’

The second half of the big-screen adaptation of the beloved musical didn’t get a single Oscar nomination.

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Feb 12 • 6:01 PM EST • Entertainment • huffpost.com
Android Auto will finally get this beloved Google Maps feature

It hopefully opens the door to even more options, too

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Feb 12 • 9:15 AM EST • Technology • androidpolice.com
Detroit Repertory Theatre stands the test of time creating opportunities, entertainment

For 69 years, the Detroit Repertory Theatre mission has been to cast the best actor for the job, regardless of race, ethnicity, or gender.

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Feb 11 • 9:00 PM EST • Entertainment • fox2detroit.com
James Van Der Beek remembered as costars, friends and loved ones pay tribute to the 'Dawson's Creek' star after his death at 48

The actor publicly shared his cancer diagnosis in 2024.

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Feb 11 • 5:18 PM EST • Entertainment • yahoo.com
2025 US ACT on Health Equity Community Investments Recipients

Author: Kennesha VanBurch, Director, Health Equity and Community Investment Partnerships 2025 marks the fifth year of the US Accelerate Change Together (ACT) on Health Equity: Community Solutions Challenge (CSC) and National Strategic Collaborations (NSC). This year, we received more than 250 applications from organizations across the country dedicated to prioritizing the social, cultural and linguistic needs of communities that have experienced barriers to care and opportunity. The overwhelming response underscores the vital role these organizations play in advancing health equity at the local level and across the nation. Since the launch of ACT on Health Equity in 2021, the initiative has invested more than $18 million in nonprofit organizations and their health equity programming through CSC and NSC. This year, $3.4 million in funding has been provided to 47 nonprofit organizations that focus on healthcare access, nutrition and lung health. Together, we are making meaningful progress toward health equity across the US. Supporting Organizations Advancing Community Well-being and Health Equity The awarded organizations address critical needs across health, education, and social support through initiatives aligned with AstraZeneca’s areas of expertise, including lung disease, lung and breast cancer, and cardiology. Their work spans across culturally competent senior care, equitable healthcare access, cancer and chronic disease support, and preventive health education, as well as hunger relief, community gardening, dental and transportation services, and resources for underserved families. Together, they are working to remove barriers to care, reduce preventable conditions, and empower individuals and communities of all ages and backgrounds to achieve better health outcomes. Photo courtesy of Medical Motor Service of Rochester and Monroe County, Inc. Description: MMS driver speaking to a Wegmans shopper. GGWNY staff; Lincoln Memorial Church Community Garden and lead gardener Diane Learn more about our recipients and the impact they make within their communities below. Community Solutions Challenge Advocates for Women’s Health, Inc. Advocates for Women's Health exists to provide access to high quality prenatal care and gynecology care to lower-income communities in and around Fresno, CA. They operate a nonprofit OB/GYN clinic located in Fresno. American Rescue Workers (ARW) ARW is a faith-based, non-profit organization providing homelessness and hunger prevention services in Central PA since 1934. ARW cares holistically for men, women, and children who find themselves facing food insecurity, and emergency situations that may lead to homelessness, or an actual homeless crisis, by providing shelter and social services. ARW serves people no matter their faith, regardless of faith. Asian Americans Advancing Justice Southern California (AJSOCAL) AJSOCAL is a social justice organization that protects and strengthens the rights and dignity of AAPI communities, especially those that are most disadvantaged. Byrd Cancer Education and Advocacy (BCEA) BCEA’s mission is to effectively assist individuals battling cancer by connecting them to vital support and resources. BCEA ensures that all relevant information reaches those in need, guiding them towards the resources necessary to fight their battle against cancer. Catholic Charities of the Diocese of Santa Rosa Catholic Charities of the Diocese of Santa Rosa creates access to opportunities for self-sufficiency by providing innovative and compassionate services to people of all backgrounds, beliefs and cultures. Chosen Hearts Chosen Hearts’ mission is to rebuild lives and restore hope by fostering a sense of community and creating lasting, positive change. Columbia Student Medical Outreach The Columbia Student Medical Outreach Program (CoSMO) Clinic is the oldest and largest student-run free clinic at the Vagelos College of Physicians and Surgeons at Columbia University. At its core, CoSMO is guided by the belief that all people—regardless of immigration or insurance status—deserve access to high-quality, equitable medical care. Eagle’s Nest Community Kitchen and Resource Center and Mobile Pantry Eagle’s Nest Community Kitchen, Resource Center and Mobile Pantry’s mission is to empower underserved and rural communities through hands-on STEM education grounded in sustainable agriculture. By combining mobile workshops, community gardens, and mentorship, they deliver accessible training in science, technology, engineering, and math that builds practical skills, advances food security, and fosters environmental stewardship. Through collaborative partnerships and by honoring local knowledge, they cultivate resilient communities and inspire the next generation of agricultural innovators. eClose Institute eClose Institute’s mission is to make medically relevant scientific discoveries using an education platform that embraces equality and empowers participants to contribute ideas, life experience and experimental data to improve disease treatment. Equal Hope Equal Hope is an organization dedicated to saving lives and improving quality of life by eliminating health inequities. This organization challenges the status quo in striving to understand the context of people’s lives and the barriers they experience to help them achieve better health outcomes for their lives. Through research, quality assessment and improvements, advocacy, education, and patient navigation, they approach health holistically to achieve sustainable outcomes and true health equity. Food For Free Committee Food For Free improves access to healthy food through establishing innovative programming and partnerships to overcome barriers and strengthen the community food system. They believe that access to healthy food is a fundamental right. Grassroots Gardens of Western New York (GGRWNY) The missions of GGRWNY is to share knowledge, powers, and resources to grow health food, heal systemic harm, and strengthen neighborhood connections through community gardens. Greater Providence YMCA (GPYMCA) GPYMCA builds healthy spirit, mind, and body for all, through inclusive programs and relationships grounded in core values of caring, honesty, respect, and responsibility. Programs are intentionally designed to close equity gaps in health, education, and wellness. GPYMCA serves individuals and families across all life stages and income levels, including medically vulnerable and underserved populations. Hearts of Valor INC Hearts of Valor’s missions it to keep the heart pumping through advocacy, collaboration, education, and support. Ibn Sina Foundation Ibn Sina Foundation ensures the health of the community by providing integrated, preventive, and primary care in a clinical setting through the dissemination and application of health-related knowledge, thereby enhancing the quality of life for future generations. India Home India Home is a non-profit organization dedicated to addressing the needs of and empowering the South Asian and Indo-Caribbean senior immigrant community in New York City through culturally competent services. At India Home’s centers, seniors find community and resources through a diverse range of programs and activities. Programs include congregate meals, creative aging programs, case management programs, and educational talks on health, nutrition, financial safeguards and elder law. La Colaborativa La Colaborativa empowers the Latinx community, enhancing social and economic health, and holding institutional decision-makers accountable. Lancaster County Food Hub At the heart of the Lancaster County Food Hub’s (LCFH) work is a strong commitment to meeting basic human needs, fostering respectful relationships, and connecting neighbors with supportive services in a nurturing and welcoming environment. Guided by their vision of a Lancaster County where every individual is supported and empowered to live with dignity and stability, they strive to not only provide immediate relief but also to create pathways to lasting self-sufficiency. Maryland Foundation of Dentistry (MFD) MFD is dedicated to improving oral health outcomes and preserving dental function for one of the state’s most vulnerable populations: adults with intellectual, physical, and/or developmental disabilities who are unable to afford the cost of dental care. Maternity Care Coalition (MCC) The missions of MCC is to improve the health and well-being of pregnant women and parenting families and enhance school readiness for children 0-3. MCC achieves this through direct service, advocacy, and research, in collaboration with individuals, families, providers, and communities. Medical Motor Service of Rochester and Monroe County, Inc. Medical Motor Service of Rochester and Monroe County’s mission is to provide specialized transportation for community organizations, as well as individuals with disabilities and special needs to improve their independence and quality of life. Milwaukee Consortium for Hmong Health (MCHH) MCHH’s mission is to create a thriving and healthy Southeast Asian and Hispanic community by empowering families through education and screenings. MCHH utilizes established community health workers and focuses on addressing health disparities related to cancer and chronic disease among the Hmong, Bumese, Karen, Karenni, Lao, and Hispanic populations living in Milwaukee, WI and other areas if needed. Mission Hospice and Home Care Mission Hospice and Home Care is delivering compassionate support and exceptional care in the home for individuals and communities, guiding them with choice and dignity to navigate significant care decisions. North Alabama AHEC (NAAHEC) The mission of the NAAHEC is to improve healthcare access, quality, and equity in rural and underserved communities across North Alabama. They strengthen the health workforce - particularly through the development of community health workers by providing comprehensive training, resources, and advocacy. By fostering strong community partnerships and promoting healthcare literacy, NAAHEC aims to address disparities, improve outcomes, and cultivate a healthier future for North Alabama. Our Neighbors’ Table Hunger comes in many forms. Our Neighbors’ Table is committed to establishing a community that provides for the whole person with nourishing food, kindness and dignity. Panhandle Breast Health Panhandle Breast Health works to decrease breast cancer deaths by providing education and reducing financial barriers to increase screening rates. Pitney Meadows Community Farm Founded in 2026, Pitney Meadows Community Farm’s mission is to celebrate and explore agricultural education, healthy food production, and recreation. Located on 166 acres in the heart of the city of Saratoga Springs and preserved in perpetuity as a working farm, Pitney Meadows is a unique resource. Prince William County Community Foundation (PWCCF) PWCCF’s mission is to create a stronger, healthier, and more connected community by addressing critical needs in food insecurity, health & wellness, scholarship, and philanthropy. PWCCF is committed to empowering individuals and families through equitable access to nutritious food, comprehensive healthcare, educational opportunities, and community-driven support. By fostering partnerships and promoting sustainable solutions, PWCCF aims to enhance the quality of life for all, ensuring a brighter future for every member of their community. Raytown Christian Church (Raytown Summer Lunch Ministry) Raytown Summer Lunch Ministry’s mission is to provide nutritious and kid-friendly meals to children during the summer months when they are not in school and receiving school meals. Regents of the University of California, Davis UC Davis Health is improving lives and transforming health care by providing excellent patient care, conducting groundbreaking research, fostering innovative, interprofessional education, and creating dynamic, productive partnerships with the community. RSVP Volunteers RSVP Volunteers creates and runs unique community programs powered by skilled volunteers to advance education and wellness for all ages and strengthen nonprofits through capacity-building and volunteer services. Second Harvest Food Bank of Orange County Second Harvest Food Bank of Orange County, in collaboration with partners, provides dignified, equitable and consistent access to nutritious food, creating a foundation for community health. The Icla da Silva Foundation The mission of the Icla da Silva Foundation is to save the lives of patients whose only cure is a bone marrow transplant by providing financial, emotional, and logistical support to remove barriers to treatment. There With Care of the Bay Area Founded in 2012, the mission of There With Care of the Bay Area is to provide a wide range of meaningful and fundamental services to children and families during the critical phase of a medical crisis. Universal Community Health Center Universal Community Health Center’s mission is to provide quality and accessible healthcare to under-served communities and to provide a patient centered model of care to empower communities towards wellness. West Cancer Foundation West Cancer Foundation breaks through barriers to cancer care and improves patient outcomes by providing accessible patient resources, early detection and education, and community-based research. Westside Family Healthcare Westside Family Healthcare’s mission is to improve the health of communities by providing equal access to quality healthcare, regardless of ability to pay. National Strategic Collaborations Foundation of Asthma and Allergy Impact Rescue (AAIR) The mission of The Foundation for Asthma and Allergy Impact and Rescue (AAIR) is to make sure that every child is rescued at school, healthy at home, and connected to care. Family Reach Foundation Family Reach is a nonprofit that provides non-medical financial support to families facing cancer. Cancer treatment requires more than medicine — families need a roof over their heads and food on their tables to survive. If a family can’t meet these basic needs, cancer treatment takes a back seat. They work with patients, providers, and community organizations to challenge the systems that force families to choose between their health and their home. LUNGevity Foundation LUNGevity Foundation is transforming what it means to be diagnosed and live with lung cancer through research, advocacy, and community. This mission brings them closer to their vision: a world where no one dies of lung cancer. Association of Black Cardiologists The Association of Black Cardiologists is dedicated to preventing and treating cardiovascular disease, including stroke, through education, research, advocacy, and community engagement, striving for optimal health for all by eliminating disparities. Cholangiocarcinoma Foundation (CCF) The Cholangiocarcinoma Foundation’s (CCF) mission is to find a cure and improve the quality of life for those affected by cholangiocarcinoma (bile duct cancer). Founded in 2006, in Salt Lake City, UT, by a family who lost a loved one to cholangiocarcinoma, CCF has grown to become the leading global resource in research, education, and public awareness. ZERO Prostate Cancer Zero Prostate Cancer’s mission is to improve and save lives from prostate cancer through advocacy, awareness, education, and support. GO2 for Lung Cancer GO2 for Lung Cancer relentlessly confronts lung cancer on every front, every day, for everyone. As the nation’s leading lung cancer advocacy organization that was founded by patients and survivors, they are dedicated to increasing survival and quality of life for those at risk, diagnosed, and living with lung cancer. National Minority Quality Forum The National Minority Quality Forum (NMQF) is a national 501(c)(3) with a mission to reduce patient risk for all. Young Survival Coalition (Breast) Young Survival Coalition supports the young breast cancer community and ignites global collaboration to improve quality of life worldwide. Black Women’s Health Imperative Black Women’s Health Imperative’s mission is to solve the most critical health issues that Black women and girls face through innovative programs, transformative research, and lifesaving policies.

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Feb 11 • 7:00 AM EST • Health • astrazeneca.com
Kevin Stevens, longtime Press & Sun-Bulletin sports reporter, dies

Kevin Stevens, a beloved and award-winning sports reporter and columnist for the Press & Sun-Bulletin for over 40 years, has died at 62.

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Feb 10 • 7:05 PM EST • Sports • pressconnects.com
Horse trail riding business asks for help after beloved horse Charlie dies

DOTHAN, Ala (WDHN) — The New Brockton horse trail riding business 5k Trail Rides has started a gofundme campaign to help cover vet bills and purchase another horse after one of their trail horses, Cha...

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Feb 10 • 11:10 AM EST • Business • wdhn.com
PS5 Remake of Beloved PS3 Action Game Gets Divisive Reviews

A new PS5 remake of a beloved PS3 action game is out, and has debuted to some relatively divisive reviews upon its launch.

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Feb 9 • 1:52 PM EST • Technology • playstationlifestyle.net
Jon Kudelka, much-loved Australian political cartoonist, dies aged 53

Award-winning Tasmanian artist’s work was published by The Australian, The Saturday Paper and The Hobart Mercury

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Feb 8 • 8:57 PM EST • Politics • theguardian.com
Virginians urged to take care of mental health during winter weather

The Virginia Department of Health (VDH) is urging Virginians to take care of themselves and loved ones during winter weather.

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Feb 7 • 2:57 PM EST • Health • wric.com
Surprise Loved Ones with Singing Valentines in Mohawk Valley

The Mohawk Valley Chapter of the International Barbershop Harmony Society is bringing back its Singing Valentines program, offering live performances for Valentine’s Day.

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Feb 6 • 12:47 PM EST • Entertainment • wktv.com
‘I loved thinking about how to make science possible for America and for the world’

'I loved thinking about how to make science possible for America and for the world'

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Feb 6 • 11:55 AM EST • Science • spacenews.com
Sonny Jurgensen, Hall of Fame quarterback and Washington sports icon, dies at age 91

Sonny Jurgensen's strong arm, keen wit and affable personality made him one of the most beloved figures in Washington football history.

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Feb 6 • 11:21 AM EST • Sports • cbsnews.com
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He was really a great guy. Everybody loved him. …

He was really a great guy. Everybody loved him. …

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Feb 4 • 9:14 PM EST • Sports • hoopshype.com
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Dundalk family says grandmother was wrongly declared dead, cutting off health coverage

A Dundalk family said a startling error in Maryland’s Medicaid system left their elderly loved one without health coverage for weeks after the state mistakenly

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Feb 2 • 6:43 PM EST • Health • foxbaltimore.com
Bowdoin Hosts Girls & Women in Sports Day on Sunday, February 1

BRUNSWICK, Maine - Continuing a beloved annual tradition, Bowdoin women's teams welcomed more than 150 local girls to Farley Field House on Sunday, February 1, for Girls and Women in Sports Day, featuring 17 hands-on sports stations. Thanks to all of the participants and athletes.

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Feb 2 • 9:46 AM EST • Sports • athletics.bowdoin.edu
Tributes pour in for beloved actress Catherine O’Hara

Actors and politicians honour O'Hara, who died this week at age 71, for her comedic 'brilliance' and generosity.

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Jan 31 • 1:50 PM EST • Entertainment • aljazeera.com
Catherine O’Hara, ‘Schitt’s Creek’ and ‘Home Alone’ actress, dies at 71

The beloved actress received a nomination for Best Supporting Actress on Television at this year's Golden Globes.

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Jan 30 • 1:31 PM EST • Entertainment • yahoo.com
Indy business owners say winter storm is freezing profits

Beloved Central Indiana shops and restaurants say the recent snowfall has made a difficult month of business even harder.

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Jan 30 • 6:19 AM EST • Business • axios.com
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Inside the reincarnation of Palo Alto's beloved sports bar

The beloved Stanford spot has a lot of homages to its former version inside.

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Jan 28 • 7:00 AM EST • Sports • sfgate.com
McDonald's brings back an iconic item from the 1980s

McDonald's brings back beloved Changeables Happy Meal toys after decades, featuring 16 transforming robots and dinosaurs for nostalgic fans everywhere.

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Jan 27 • 4:20 PM EST • Business • foxbusiness.com
Immigration enforcement drives health concerns in CT

CT residents who fear they or a loved one could be deported say they are facing mounting mental and physical health problems.

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Jan 27 • 5:00 AM EST • Health • ctmirror.org
Tammy Wynette's daughter shares country star's last words about ex George Jones

Georgette Jones, daughter of country duo Tammy Wynette and George Jones, said that her mother loved her father until her death in 1998.

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Jan 25 • 10:00 AM EST • Entertainment • ew.com
I got laid off from my tech job and retired in France at 69. I won't move back.

Sandy Adams has always loved France. But it wasn't until she was laid off from her tech job at 69 that she decided to move there and retire.

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Jan 25 • 9:03 AM EST • Business • businessinsider.com
Beloved Waterfront Restaurant Closing, Owners Announce With 'Heavy Hearts': CT Business News

Movie Theater Closes For Good/ Pizzeria Closing/ Celebrity's Highly Anticipated Restaurant Sets Opening Date/ Bank Building Sold & More...

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Jan 25 • 8:01 AM EST • Business • patch.com
Their healthy teens died of the flu. They have a warning for other parents.

If you think only the elderly die from flu, think again. These families share stories of losing their 16-year-old loved ones to the virus.

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Jan 25 • 7:00 AM EST • Health • usatoday.com
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Saginaw family turns children’s pretend food truck into thriving taco business

The family-run business started out serving only their beloved tamales. Sis-N-Bros Tacos has since morphed into food truck and a vendor at SVRC Marketplace with an expanded menu of Mexican favorites.

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Jan 24 • 7:30 AM EST • Business • mlive.com
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7 Sports Documentaries to Stream Now

A beloved sports commentator, the W.N.B.A.’s leading scorer and the franchise known as America’s team go under the microscope.

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Jan 23 • 5:00 AM EST • Sports • nytimes.com
Delroy Lindo scores first Oscars nom at 73 for 'Sinners' after opening up about being 'profoundly disappointed' by past snubs

Beloved vet Delroy Lindo, who just earned his first-ever Oscar nomination for 'Sinners,' opened up to EW about having been long ignored by the Academy. 'One must keep working.'

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Jan 22 • 11:48 AM EST • Entertainment • ew.com
Miraculous Corp partners with Ground Control Entertainment to launch world’s first Miraculous Family Entertainment Center

HOLLYWOOD, Calif. — Miraculous Corp — the groundbreaking joint venture between Mediawan and ZAG and home to the beloved global franchise Miraculous: Tales of Ladybug & Cat Noir—has officially s…

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Jan 21 • 10:01 AM EST • Entertainment • amusementtoday.com
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Lutheran Health explains how to brace your body for the cold weather

Lutheran Health Network provided a handful of tips and and trick to brace you and your loved ones for the winter elements.

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Jan 18 • 9:32 AM EST • Health • wane.com
PCC event raises health awareness for Black men and honors late coach Aaron Bell Sr.

An event honoring the late Aaron Bell Sr., a beloved coach and community figure, was held at PCC to promote health awareness among Black men.

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Jan 17 • 7:37 PM EST • Health • katu.com
Beloved furniture store closing all locations after 78 years in business: ‘Sorry to see them go’

A furniture store that has been in business for 78 years is closing all stores and going out of business

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Jan 17 • 9:00 AM EST • Business • nj.com
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Mel Brooks' son says director was 'intolerable' during early years of his career: 'Very volatile'

Mel Brooks' son is shedding light on a different side of the beloved funnyman, saying he 'became a very angry person' as he struggled to succeed in Hollywood, and could be 'intolerable' to live with.

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Jan 15 • 9:17 PM EST • Entertainment • ew.com
Beloved Gino's Pizza closes after nearly 40 years serving Downtown Brooklyn community

After 40 years of service, the institution known as Gino's Pizza has closed, and long-time customers are devastated.

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Jan 15 • 6:31 PM EST • Business • abc7ny.com
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Stephen Colbert Audience Goes Wild For ICE 'Goon' Caught In Truly Embarrassing Moment

The "Late Show" host highlighted a small "bright side," and his studio audience loved it.

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Jan 14 • 4:02 AM EST • Entertainment • huffpost.com
The five new gadgets I tried and loved at CES 2026 (that you can buy right now)

From smartglasses to nano phone chargers, these futuristic products from the Consumer Electronics Show are available right away

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Jan 13 • 3:15 PM EST • Technology • theguardian.com
Hundreds in Venezuela come forward to say their loved ones are 'political prisoners'

Edilson Torres was set to be buried in his hometown after dying in a Venezuelan prison

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Jan 13 • 10:48 AM EST • Politics • abcnews.go.com
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California Academy of Science to hold special event to honor Claude, beloved albino alligator

(KRON) — The California Academy of Sciences will hold a special celebration to honor the life and legacy of Claude, San Francisco’s beloved albino alligator. The free event, Claude Forever: A…

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Jan 12 • 5:58 PM EST • Science • kron4.com
BoA Parts Ways With SM Entertainment After 25 Years

Singer BoA is concluding her 25-year journey with her agency SM Entertainment. On January 12, SM Entertainment issued an official statement announcing, “After extensive and in-depth discussions with BoA, we have agreed to conclude our 25-year partnership as of December 31, 2025.” Read the full statement below: Hello, this is SM Entertainment. First, we would like to express our sincere gratitude to Jumping BoA (BoA's official fan club) and everyone who has always loved and supported artist BoA. After extensive and in-depth discussions with BoA, we have agreed to conclude our 25-year journey together as of December 31, 2025. Debuting in 2000 at the age of 13, BoA has, now past the 25th anniversary of her debut, been beloved by global music fans as an “icon of global expansion” who pioneered the Korean Wave across Asia and as the “Star of Asia,” and she has become a role model for countless junior artists driving the K-pop boom. As a trailblazer and pioneer, BoA’s journey has shone thanks to her relentless effort and passion, leaving brilliant achievements and unparalleled records. From her extraordinary debut that wrote a new chapter in Korean popular music history to her present growth as a No.1 artist and producer, we remember every moment, and it has been a true honor for our company to walk alongside her every step of the way. For 25 years, BoA has been, without question, the pride, joy, and symbol of SM. Although our exclusive contract is coming to an end, we will continue to support BoA as she fully demonstrates her capabilities in the new activities and challenges ahead, and we hope she will shine even brighter as the “Star of Asia.” We ask for your continued love and support for BoA as she embarks on this new chapter. We also support the future of Kwon BoA the person, beyond the artist, and sincerely wish her happiness. Thank you. The agency also released a tribute video commemorating BoA's 25-year long journey with SM. Watch the full video below: https://www.youtube.com/watch?v=wjLQFtT3dCk Following the announcement, BoA took to her Instagram to share her feelings as below: Having given and received without holding back, I leave without regrets.I’m grateful for the time we shared and will continue to support the ever-shining SM Entertainment. Thank you. https://www.instagram.com/p/DTZxmAeEk6f/?img_index=1 Wishing BoA all the best on her new journey! Source (1)

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Jan 12 • 3:13 AM EST • Entertainment • soompi.com
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