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🚨 Atlético Nacional line-up confirmed

Atlético Nacional plays its second match of the week and arrives at the Atanasio Girardot as the away side for the Clásico Paisa. El Verdolaga will defend the outright lead against DIM on Matchday 1...

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Apr 11 • 9:13 PM EDT • Sports • sports.yahoo.com
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2026 Masters final round tee times, how to watch: Can Rory McIlroy win a second straight green jacket at Augusta National?
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Apr 11 • 7:51 PM EDT • Sports • sports.yahoo.com
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Masters 2026: Shane Lowry erupts after hitting a hole-in-one Saturday at Augusta National

It marked the second ace Lowry has made at Augusta National.

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Apr 11 • 5:29 PM EDT • Sports • sports.yahoo.com
Seniors: John Lemp, 70

Has been working for more than 50 years in the business — M. Lemp Jewelers in Syracuse — that his great-grandfather started in 1890 By Mary Beth Roach Don Lemp owns and represents the fourth-generation of the family business, M. Lemp Jewelers, but he still calls himself “a counter guy.” “I love interacting with couples. It’s a wonderful business. You’re celebrating marriages, engagements, births, anniversaries — all these different significant moments that people invite you into their lives for whatever brief period of time it might be to help them celebrate whatever their important occasion is,” he said. This is one of several reasons why Lemp, at 70, has been working for more than 50 years in the business that his great-grandfather started in 1890. Always located in the downtown Syracuse area, the store has been situated in the building that the family owns on East Fayette and Warren streets since 1971. He jokes that he’s been in the business so long he is now selling engagement rings to the second generation in some families. He also loves the opportunity to learn about the ever-changing industry and gemstones. “You have to know not only diamonds, but all the colored stones, from A to Z, from andalusite to zircons,” he said. Lemp said he had originally thought he wanted to become an attorney, but while working part-time in the store while attending college at Syracuse University, he decided to follow in the family business. His father, Walter D. Lemp Sr., and his mother tried to discourage their son from pursuing retail, reminding him of the hectic hours and lifestyle intrinsic in this business. But the younger Lemp [whose full name is Walter D. Lemp Jr.] prevailed. So, over the years, father and son got to work together in the family business for 35 years. And while many other jewelers retreated from downtown to suburban malls in the 1970s, the Lemps decided to stay downtown. And it’s a decision that Lemp Jr. feels it has worked out well. As he explained, downtown Syracuse is seeing a rebirth. One website, Point2Home.com, has noted that more than 6,000 people live there and the median income is about $62,000. In addition, according to the website that Lemp built years ago, the store can cater to customers throughout the country. His customers, whether from across the country or across Onondaga County, are just one reason that Lemp stays engaged in the business. His employees, the opportunity to continue to learn in an industry, and the challenge to continue to improve business are all other reasons, he noted. He’s also been able to travel to India to buy diamonds and he enjoys buying and selling estates. “I’d rather gallop in the corral than ride into the sunset,” Lemp said.

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Apr 11 • 4:39 PM EDT • Business • oswegocountybusiness.com
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Masters 2026: Shane Lowry erupts after hitting a hole-in-one on Saturday at Augusta National

It marked the second ace that Lowry has made at Augusta National.

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Apr 11 • 3:56 PM EDT • Sports • sports.yahoo.com
Eating too much? Dietitian reveals how to stop a binge in 30 seconds
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Apr 11 • 12:48 PM EDT • Health • nypost.com
“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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Apr 11 • 11:38 AM EDT • Technology • natesilver.net
People Throw Away This Common Electronic Item Without Knowing It Holds 450MG of Pure 22-Carat Gold

You have almost certainly thrown this exact item in the trash without a second thought. Inside its forgotten shell sits a hidden payload of genuine 22-carat gold worth far more than the scrap value.

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Apr 11 • 7:15 AM EDT • Technology • dailygalaxy.com
Victory essential for Wales in Six Nations against Scotland today

Head coach Sean Lynn is under pressure to deliver a win in his second campaign in charge of Wales.

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Apr 11 • 5:26 AM EDT • Sports • sports.yahoo.com
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Borussia Dortmund vs Leverkusen

Borussia Dortmund prepares for matchday 29 of the Bundesliga as they welcome Bayern Leverkusen to the Signal Iduna Park on Saturday afternoon.Although Dortmund remains in second position in the table ...

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Apr 11 • 1:40 AM EDT • Sports • sports.yahoo.com
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Lots of players rest and lots of playoff seeds are locked up on a 15-game Friday in the NBA

Plenty of players sat out as NBA teams played their second-to-last games of the season | 97.3 The Sky

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Apr 10 • 11:12 PM EDT • Sports • audacy.com
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Who missed the cut at the Masters? Notables sent home after Friday

The second round of the 2026 Masters is in the books and the 36-hole cut has been made. See the notable names who were sent packing Friday.

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Apr 10 • 7:40 PM EDT • Sports • golfweek.usatoday.com
Melania Trump’s Epstein statement stunned White House aides but was in keeping with a first lady who does her own thing

With war raging and midterms on the horizon, the White House seemed to have finally shaken the Jeffrey Epstein saga that plagued the first year of Donald Trump’s second term. But for first lady Melania Trump, the Epstein story was still all consuming.

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Apr 10 • 7:35 PM EDT • Politics • cnn.com
How Sheng Wang finds 'Purple' comedy in a stuck drawer and a toothbrush choice

Comedian Sheng Wang discusses how his second special "Purple" represents a major evolution from his 2022 debut, reflecting his growth from intimate clubs to touring major theaters nationwide.

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Apr 10 • 2:18 PM EDT • Entertainment • latimes.com
NHL Playoffs: What’s next for the Penguins?

The Pittsburgh Penguins completed a double whammy yesterday, not only did they clinch a playoff spot for the 2026 Stanley Cup playoffs as a result of their victory, they also clinched second place in the Metropolitan Division courtesy of the Philadelphia Flyers loss. That makes for the best of days. What’s next for the Pens? […]

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Apr 10 • 9:08 AM EDT • Sports • sports.yahoo.com
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iPhone 18 Pro Color Leak: Meet the New Burgundy Red (and Say Goodbye to Black)

iPhone 18 Pro color testing points to burgundy as the main theme, with black excluded for a second year; foldable models stay neutral.

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Apr 10 • 9:00 AM EDT • Technology • geeky-gadgets.com
Scheffler, Rose to chase McIlroy with early Masters starts

Top-ranked Scottie Scheffler and England's Justin Rose were set for early starts chasing co-leaders Rory McIlroy and Sam Burns as Friday's second round of the Masters began at Augusta National.Burns, the 54-hole leader at last year's US Open, managed his lowest round in 13 at Augusta National despite the firm greens.

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Apr 10 • 7:50 AM EDT • Sports • sports.yahoo.com
Trump is bullying NATO again. But Americans like the alliance

For the second time in the still-quite-young 2026 calendar year, President Donald Trump is threatening to blow up the North Atlantic Treaty Organization, which Americans decidedly like, over a foreign policy adventure they decidedly do not.

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Apr 10 • 7:00 AM EDT • Politics • cnn.com
Behind the big business of the 2026 Masters at Augusta National

CNBC's Dom Chu reports on the second day of the Masters from Augusta, Georgia.

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Apr 10 • 6:48 AM EDT • Business • cnbc.com
Augustana Men Lead, Overall Ranked Second in NSIC All-Sports Standings

The NSIC All-Sports Standings have been compiled following the winter season. Again this year, the NSIC will recognize an overall champion along with a men's and a women's champion. Augustana, the seven-time NSIC All-Sports Champion, has 116 points entering the spring. Minnesota State leads the way with 145.50 points. The men lead the way with 63 points, while the women sit sixth with 53.

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Apr 10 • 6:05 AM EDT • Sports • goaugie.com
Lefty's Alley & Eats to open in The Grove in Newark in July

The Lewes-based restaurant and entertainment venue is opening a second location in Newark this July.

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Apr 10 • 5:25 AM EDT • Entertainment • delawareonline.com
Cavs at Hawks: How to watch, odds, and injury report

The Cavaliers will look to defeat the Hawks for the second-straight game.

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Apr 10 • 5:00 AM EDT • Sports • sports.yahoo.com
Knicks stay in hunt with late win over rival Celtics

Josh Hart and Jalen Brunson kept the New York Knicks in the hunt for second place in the NBA's Eastern Conference as they beat the Boston Celtics 112-106 Thursday.But a Hart layup and a Brunson free throw restored the Knicks' lead, before Hart finished the game off.

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Apr 9 • 11:47 PM EDT • Sports • sports.yahoo.com
Op-ed: You don’t have to major in business because your dad told you to

I’m a second-year student at Northeastern, and I’ve already changed my major four times — twice last semester. I know that sounds stressful, kind of scary and like I have no idea what I want to do with my life. But currently, my major is combined political science and journalism, and despite the changes I...

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Apr 9 • 8:38 PM EDT • Business • huntnewsnu.com
Celebrate Amazing Stories and Science Fiction’s 100th Birthday

Doors Open 7:15 p.m. Celebrate Amazing Stories and Science Fiction’s 100th Birthday with us! In April 1926, Hugo Gernsback published Amazing Stories magazine for the first time, and while the name of the genre took a few more years to become a household term, many credit this moment with the birth of Science fiction fandom as we know it today! Join us for a two-panels featuring a discussion on the impact of Amazing Stories and Science Fiction as a genre! Featuring published authors, scholars, and podcasters with deep knowledge of the history and great works of the last 100 years. The second panel will be a how-to guide for writing your own Science fiction stories or novels, including teachers, authors, and scholars of the genre. Verbatim Books on Facebook / Instagram

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Apr 9 • 8:00 PM EDT • Science • kpbs.org
SF legacy business to open second store in Fisherman’s Wharf

The tie-dyed shop will display a mural and could potentially host concerts.

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Apr 9 • 4:35 PM EDT • Business • sfchronicle.com
3L Rachel Sadler Charts Path in Brain Health, Technology, and Policy Through UC Law SF’s Health Law Concentration   - UC Law San Francisco (Formerly UC Hastings)

3L Rachel Sadler studies health law and policy at UC Law SF while researching the legal implications of neurotechnology and other emerging tools that may affect human cognition. 3L student Rachel Sadler shares how UC Law SF’s Health Law Concentration prepared her for a career focused on the intersection of brain health, government policy, and technology. Gained a detailed understanding of how U.S. health care is regulated and where policy reform is needed through coursework and research. Interned with state and federal agencies that regulate health care services and worked with a major health care provider’s bioethics department. Plans to pursue a career focused on protecting cognitive liberty and mental privacy as new technologies reshape healthcare. 3L Rachel Sadler: The Health Law Concentration has given me fluency in one of the most complex regulated industries and the tools to become an effective advocate for better health policy. Before coming to law school, I spent a decade teaching and working with teachers and administrators on high school programming for multilingual learners. Healthcare kept emerging as the most powerful driver of student outcomes. I wanted to understand how to make effective policy change in this area and how to use existing law to defend people’s health rights in California. Through the concentration’s coursework, I gained a sophisticated understanding of how U.S. healthcare is regulated. I also learned where the pressure points for reform exist. The courses gave me space to develop what became my central research interest: how law and policy can be built to protect human cognition and healthy brain development, particularly regarding new technologies such as generative AI and neurotechnology. The health law faculty were instrumental in that process, genuinely invested in helping me and other students define and pursue our own intellectual vision. During law school, I interned at the General Counsel’s Office for Region IX of the U.S. Department of Health and Human Services. I also externed at the California Department of Justice’s Health, Education and Welfare Division. Additionally, I externed at Kaiser Permanente Northern California’s Bioethics Department. Alongside those placements, I conducted extensive independent research on mental privacy and emerging neurotechnology, working closely with Professors Emily Murphy and George Horvath. That research became the throughline of my law school experience and the foundation of my current policy focus. I must also credit Nicole Ozer of the Center for Constitutional Democracy (CCD), whose deep knowledge of California privacy law and the public-interest privacy landscape deeply informed my work. I currently serve a research assistant with the CCD, where I spearhead the development of K-12 educational resources in partnership with law faculty and students. I’ve found UC Law SF to be an ideal place for second-career, nontraditional students. There is a tremendous diversity of life and career experience here, and I felt fully welcomed into the community, despite returning as a student at a different stage of life. I came to law school wanting to promote equity in California’s healthcare system. I am leaving with a sharper and more specific ambition: to build a policy career focused on protecting cognitive liberty and mental privacy from technological intrusion. This is both an urgent and underserved area of law, and I want to be part of defining this landscape going forward. Whether as a practicing attorney or a policy advisor, I plan to work on these issues after law school. I strongly recommend UC Law SF and the Health Law Concentration. When I arrived in law school, I worried the concentration would be narrow and that my non-clinical background would be a disadvantage. The opposite was true. The health law faculty thinks about health expansively, encompassing social determinants of health, structural inequity, and emerging technologies alongside the regulatory mechanics of the industry. The faculty are accessible, intellectually generous, and genuinely invested in students’ development. I found my research vision here, and I deeply appreciate the concentration’s role in this. The Evidence of Success series highlights UC Law SF students as they share how the College’s opportunities equip them with the experience, skills, and confidence to excel in the legal profession.

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Apr 9 • 11:00 AM EDT • Health • uclawsf.edu
Every way Trump has changed Washington, DC, in his second term

Trump is reshaping Washington, DC, with a $400 million White House ballroom, federal building banners, and new monument proposals.

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Apr 9 • 9:36 AM EDT • Business • businessinsider.com
Iowa convenience store chain reaches national business milestone

An Iowa-based company is being added to a prestigious list this morning. Casey’s General Stores is now on the S&P 500 stock index. The Ankeny-based convenience store chain is only the second Iowa company on the list, along with Principal Financial Group in Des Moines. The S&P 500 encompasses both the New York Stock Exchange […]

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Apr 9 • 9:13 AM EDT • Business • radioiowa.com
Wasabi Technologies to Acquire Seagate’s Lyve Cloud Business

Wasabi Technologies, the hot cloud storage company, today announced it will acquire the Lyve Cloud business from Seagate Technology LLC (NASDAQ: STX), a lead...

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Apr 9 • 9:00 AM EDT • Business • businesswire.com
Unless you reboot every once in a while, your Mac will get kicked offline every 49 days

A new bug has been discovered that breaks all Mac networking every 49 days, 17 hours, two minutes, and 47 seconds. It's simple to get around the bug, though.

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Apr 9 • 8:11 AM EDT • Technology • appleinsider.com
Experts set 2030 nutrition science goals for resilient food systems

As the second quarter of the 21st century unfolds, experts are examining the state of nutrition as the UN Sustainable Development Goals (SDG) deadline looms with five years remaining. To achieve these targets, a new paper outlines key goals for nutrition science from 2025 to 2030. The Frontiers in Nutrition publication discusses the interconnectedness between nutrition, food security, and sustainability in complex food systems affected by shocks, policies, and environmental limits. The researchers reveal how these modern factors impact nutrition science and shape research agendas.

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Apr 9 • 8:04 AM EDT • Science • nutritioninsight.com
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Second One UI 8.5 beta update for Galaxy S24 is out

Samsung has released the second beta version of One UI 8.5 (Android 16 QPR2) for the Galaxy S24 series. The update brings nine changes.

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Apr 9 • 5:00 AM EDT • Technology • sammobile.com
'It should have been five or six'

Jamie Carragher says the gulf between Liverpool and Paris St.Germain in the first leg of their Champions League quarter-final was "absolutely startling". The Reds, who failed to register a shot on target at Parc des Princes, have a two-goal deficit to overturn in next week's second leg.

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Apr 9 • 3:52 AM EDT • Sports • sports.yahoo.com
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Seven & i delays listing of North America business

Seven & i Holdings said on Thursday it has pushed back the timing ​of the listing of its North ‌American operations to the financial year starting April 2027 or later, rather than in the second ​half of 2026.

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Apr 9 • 3:19 AM EDT • Business • reuters.com
Thunder clinch No. 1 seed in the West, NBA's best overall record for second straight season
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Apr 9 • 12:27 AM EDT • Sports • sports.yahoo.com
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iPod revival: Secondhand sales surge for Apple's digital musical player

The iPod is undergoing a revival, with secondhand sales surging. Young people in particular are drawn to its retro look and the focused music experience it offers, free from smartphone distractions.

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Apr 9 • 12:01 AM EDT • Technology • apnews.com
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Your DNA has a secret “second code” that decides which genes get silenced

Not all parts of our genetic code are equal, even when they appear to say the same thing. Scientists have discovered that cells can detect less efficient genetic instructions and selectively silence them. A protein called DHX29 plays a key role in this process by identifying and suppressing weaker messages. This finding reveals a hidden layer of control in how genes are used.

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Apr 8 • 8:00 PM EDT • Science • sciencedaily.com
WireGuard VPN developer can't ship software updates after Microsoft locks account

The popular open source VPN maker is the second high-profile developer to say Microsoft locked his account without notifying him and are blocking their ability to send software updates to users.

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Apr 8 • 5:50 PM EDT • Technology • techcrunch.com
Trump Administration Investigating L.A. Schools’ Gender Disclosure Policies

The investigation into the nation’s second-largest school district was prompted by a lawsuit from parents who say the policies contributed to their child’s death.

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Apr 8 • 4:24 PM EDT • Politics • nytimes.com
Artemis II: Beleaguered federal scientists take a victory lap

As the NASA astronauts return to Earth, President Donald Trump is promoting deep cuts in research funding for the second year in a row.

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Apr 8 • 1:31 PM EDT • Science • eenews.net
Donna Deegan committee nears $1.5M cash on hand after $203K quarter

She is expected to pursue a second term.

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Apr 8 • 11:45 AM EDT • Politics • floridapolitics.com
NFL analyst says Steelers feel good about Aaron Rodgers returning

Rodgers has yet to tell the Steelers his plans at the start of volunteer workouts for the second consecutive season.

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Apr 8 • 8:00 AM EDT • Sports • sports.yahoo.com
Saints Select LSU Tigers Playmaker in 2026 Mock Draft

LSU playmaker Mansoor Delane heads to New Orleans at No. 8, bolstering a depleted secondary and potentially igniting playoff hopes.

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Apr 8 • 7:00 AM EDT • Sports • sports.yahoo.com
The US in Brief: What’s next?

The latest news in US politics, with coverage of Donald Trump’s second term.

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Apr 8 • 6:25 AM EDT • Politics • economist.com
Fifth Champions League spot secured for Premier League

The Premier League will have at least five teams in the Champions League next season after securing a European Performance Spot for the second straight year. The extra place was confirmed on Tuesday as Arsenal beat Sporting 1-0 in the first leg of their Champions League quarter-final tie. Uefa awards an additional place to the two leagues with the best overall performance across the three European competitions.

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Apr 8 • 3:19 AM EDT • Sports • sports.yahoo.com
Senior Quinton Brown celebrates after scoring a run

Senior Quinton Brown celebrates after scoring a run late in the game against Camdenton on Tuesday in Columbia. The Kewpies got their second win this month after a 10-0 victory

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Apr 7 • 10:01 PM EDT • Sports • columbiamissourian.com
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Sporting 0-1 Arsenal: Kai Havertz scores in stoppage time to clinch Champions League quarter-final first-leg win

Match report as Kai Havertzs 91st-minute goal clinches a 1-0 win for Arsenal in the first leg of their Champions League quarter-final against Sporting; David Raya made several vital saves; Gunners welcome Sporting to Emirates Stadium for second leg next week

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Apr 7 • 6:10 PM EDT • Sports • skysports.com
Sporting CP 0 Arsenal 1 – Gyokeres’ timid return, Raya’s superb saves and Arteta’s savvy subs

A late goal from Kai Havertz secured a valuable advantage going into the second leg of this Champions League quarter final

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Apr 7 • 5:03 PM EDT • Sports • nytimes.com
Featured Grandstand Entertainment Announced for Second Weekend of This Year’s Clay County Fair

Spencer, Iowa (KUOO) — All-Star Monster Trucks, Outlaw Truck and Tractor Pull, and Figure 8 races will be the featured grandstand entertainment for the second weekend of this year’s Clay […]

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Apr 7 • 4:22 PM EDT • Entertainment • kiwaradio.com
Linux kernel maintainers are following through on removing Intel 486 support

Linux devs think even one second spent on 486 support is a second too many.

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Apr 7 • 12:39 PM EDT • Technology • arstechnica.com
Featured Grandstand Entertainment Announced For Second Weekend Of This Year’s Clay County Fair

(Spencer)– All-Star Monster Trucks, Outlaw Truck and Tractor Pull and Figure 8 races will be the featured grandstand entertainment for the second weekend of this year’s Clay County Fair. All-Star Monster Trucks will put on two shows Saturday, September 19th, with the Outlaw Truck and Tractor Pull performing under the lights that same evening. Figure […]

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Apr 7 • 12:35 PM EDT • Entertainment • exploreokoboji.com
Lady Gaga cancels concert hours before showtime due to health issue

Lady Gaga says she is "heartbroken" after cancelling her Montreal show due to a respiratory infection, marking the second cancellation on her tour.

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Apr 7 • 11:56 AM EDT • Health • foxnews.com
Why You Should Stop and Smell a Flower For Just 30 Seconds

The scents around you can slow your heart rate, shift your mood, and trigger vivid memories—often in seconds.

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Apr 7 • 9:54 AM EDT • Health • time.com
USF Health posts broad gains in new U.S. News rankings, led by Tier 1 designation for medicine

In a sweep of strong results, every USF Health graduate program either rose in the rankings or held its position, with eight ranked in the Top 50 nationally and five recognized as No. 1 in Florida. The Morsani College of Medicine earned the highest possible Tier 1 rating for research for the second consecutive year.

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Apr 7 • 8:22 AM EDT • Health • usf.edu
The US in Brief: A(nother) ultimatum

The latest news in US politics, with coverage of Donald Trump’s second term.

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Apr 7 • 7:37 AM EDT • Politics • economist.com
Small-business optimism falls for second straight quarter

The numbers signal a "growing unease" over rising inflation and the Iran war, the Chamber said.

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Apr 7 • 5:01 AM EDT • Business • axios.com
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Fan dies after cardiac arrest at German Bundesliga soccer game

A long-time Eintracht Frankfurt supporter died in hospital, aged 87, hours after suffering a cardiac arrest in the stadium during a German Bundesliga game, the club said Tuesday. The stadium fell silent as paramedics worked to revive the man, who hasn't been named, during the second half of Frankfurt's 2-2 draw with Cologne on Sunday. In October, another fan died after falling ill while entering the stadium at a German Cup game between Leipzig and Energie Cottbus.

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Apr 7 • 4:28 AM EDT • Sports • sports.yahoo.com
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Victor Wembanyama leaves Spurs-76ers early with left rib contusion

The MVP candidate appeared to be favoring his left side after a collision with Paul George during the second quarter.

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Apr 6 • 9:47 PM EDT • Sports • sports.yahoo.com
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Texas Congressman Accused of Pursuing a Second Subordinate With Lewd Texts

A news report linked Representative Tony Gonzales of Texas, who has admitted to an affair with an aide, to another series of sexual texts with a different aide, raising a dilemma for the House G.O.P.

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Apr 6 • 5:21 PM EDT • Politics • nytimes.com
Hochul: Length of expected second state budget extender still being determined

The current extension, passed on March 31, runs through Tuesday.

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Apr 6 • 1:19 PM EDT • Politics • spectrumlocalnews.com
Nebraska men’s gymnastics places second, snags two titles at Big Tens

Nebraska men’s gymnastics had four top-three finishes at the 2026 Big Ten Championships at Pinnacle Bank Arena on Friday, April 3 and Saturday, April 4.

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Apr 6 • 11:14 AM EDT • Sports • dailynebraskan.com
Previewing the 2026 season for Penn State SAF Christian Askew

Christian Askew is a freshman’s safety who will come in and try to make his impact on a new-look Penn State secondary.

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Apr 6 • 11:01 AM EDT • Sports • sports.yahoo.com
Fire damages businesses, apartments on Rockaway Avenue in Valley Stream

The fire in a two-story building also displacing residents in second-floor apartments, police and business owners said.

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Apr 5 • 11:28 PM EDT • Business • newsday.com
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Atletico Madrid CEO “ashamed” by Barcelona red card controversy

Atletico Madrid’s 2-1 defeat to Barcelona on Saturday has been overshadowed by a controversial call made by the refereeing team at the Riyadh Air Metropolitano. Minutes into the second half, Gerard ...

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Apr 5 • 10:45 PM EDT • Sports • sports.yahoo.com
Texas Open 2026 leaderboard: J.J. Spaun rallies for first win since US Open ahead of Masters

Spaun is now heading to Augusta with some more momentum to try and capture his second major title

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Apr 5 • 9:28 PM EDT • Sports • cbssports.com
Matches To Make After UFC Vegas 115

UFC Vegas 115 went down last night (Sat., April 4, 2026) inside Meta Apex in Las Vegas, Nevada, which saw Renato Moicano submit Chris Duncan in the second round in the headlining bout (see it again here). In the co-featured bout, Virna Jandiroba defeated Tabatha Ricci via unanimous decision, while Tommy McMillen had himself a […]

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Apr 5 • 8:15 PM EDT • Sports • sports.yahoo.com
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White House Melts Down for Second Day Over Trump Health Claims

The White House snapped after a post pointed out Trump’s days-long absence from public view.

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Apr 5 • 7:42 PM EDT • Health • thedailybeast.com
Canadiens clinch playoff spot for second consecutive season

The Montreal Canadiens wrapped up their second straight playoff spot Sunday when Detroit fell 5-4 to Minnesota, making them the first Canadian team to secure a postseason berth. Last season, Montreal took the final spot in the Eastern Conference before falling to Washington in five games in the first round. Montreal went into its game Sunday night against New Jersey second in the Atlantic Division.

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Apr 5 • 7:08 PM EDT • Sports • sports.yahoo.com
Celtics beat Raptors 115-101 behind Tatum, Brown

Jaylen Brown scored 26 points, Jayson Tatum had 23 points and 13 rebounds and the Boston Celtics beat the Toronto Raptors 115-101 on Sunday. Neemias Queta had 18 points and seven rebounds, and Payton Pritchard scored 17 points for the Celtics, who won their third straight to move closer to clinching second place in the Eastern Conference. Ja'Kobe Walter led Toronto with 16 points, and Brandon Ingram and RJ Barrett each had 15.

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Apr 5 • 6:57 PM EDT • Sports • sports.yahoo.com
'The Super Mario Galaxy Movie' & 'Avatar 3' Leak on Twitter

If you're still hanging around on Twitter, you've probably seen 'Avatar 3' and 'The Super Mario Galaxy' leaks on there. Second verse...

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Apr 5 • 2:50 PM EDT • Technology • gizmodo.com
Zohran Mamdani and the business exodus? New York's office real estate market is up under new mayor

Reports Apollo Global Management is planning a second HQ in the US South renewed debate over a business exodus under NYC Mayor Mamdani. Data doesn't support it.

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Apr 5 • 11:31 AM EDT • Business • cnbc.com
Is the Championship heading for financial 'catastrophe'?

BBC Sport takes a look at if the second tier could be facing a "doomsday scenario" as club accounts reveal the significant scale of their losses.

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Apr 5 • 9:50 AM EDT • Sports • bbc.com
Metro Division Champions – Hurricanes 4, Islanders 3

Seth Jarvis scored two goals and had an assist as the Carolina Hurricanes dominated the New York Islanders, 4-3 on Saturday night at the Lenovo Center. While the score was close, the Canes controlled puck possession and shots. The home team outshot the visitors 13-4 in the first period and 18-2 in the second. Overall, […]

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Apr 4 • 11:08 PM EDT • Sports • sports.yahoo.com
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White House denies Trump is in the hospital as new health rumors explode

The White House has denied that President Trump visited Walter Reed National Military Medical Center as the Republican president's health has been a major focal point of his second term

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Apr 4 • 5:36 PM EDT • Health • aol.com
Microsoft takes on Google and OpenAI with its own AI models

From transcribing boardroom chatter to cloning voices in seconds, Microsoft's MAI model trio is here, and it is priced to make rivals sweat.

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Apr 4 • 4:11 PM EDT • Technology • digitaltrends.com
White House denies Trump is in the hospital as new health rumors explode

The White House has denied that President Trump visited Walter Reed National Military Medical Center as the Republican president's health has been a major focal point of his second term

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Apr 4 • 3:48 PM EDT • Health • aol.com
Former Turnstile guitarist charged with attempted murder of bandmate’s father

A former guitarist of the Grammy-winning rock band Turnstile has been charged with attempted second-degree murder and assault after he allegedly struck the father of the group’s lead vocalist with

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Apr 4 • 12:00 PM EDT • Entertainment • wxow.com
Former Turnstile guitarist charged with attempted murder of bandmate’s father

A former guitarist of the Grammy-winning rock band Turnstile has been charged with attempted second-degree murder and assault after he allegedly struck the father of the group’s lead vocalist with

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Apr 4 • 12:00 PM EDT • Entertainment • wqow.com
De La Salle, Sacred Heart girls selected to LSWA all-state teams

De La Salle freshman Ya’Myri Brown and Sacred Heart senior Leah Varisco earned spots on the Class 3A all-state girls basketball team for the second year in a row, as

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Apr 4 • 11:00 AM EDT • Sports • nola.com
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Album Review: 6WA by BigXthaPlug & 600 Entertainment

BigXthaPlug spent eight months in Nashville making a country-rap album that debuted at No. 7 on the Billboard 200, put “All the Way” with Bailey Zimmerman at No. 4 on the Hot 100, got him a Rolling Stone cover, and filled arenas with Jelly Roll. And then he came back to Dallas, rounded up four of his signees, and made a gangsta-rap record with N.W.A’s Straight Outta Compton on the cover. 6WA is the second group release from 600 Entertainment, named after the 600 block of Meadowridge Street in Ferris, Texas, where BigX and his people grew up. The whole thing is loaded with West Coast samples. From N.W.A.’s “8Ball,” Eazy-E’s “Real Muthaphuckkin G’s” and “Boyz-N-The-Hood,” Ice-T’s “6 in the Mornin’,” Snoop Dogg’s “Nuthin’ but a ‘G’ Thang” and more. BigX is staking his name on the lineup he built—Rosama, MurdaGang PB, Yung Hood, KevanGotBandz, KaineMusic—and claiming a lineage from 1,400 miles away while insisting Dallas is its own thing. A million dollars in cash, split and handed straight to his mother. That’s the first place BigX goes on “From the Bottom.” He’d probably still be in the streets if he didn’t have his son and daughter. He only started rapping to make life better for Carter. Couldn’t start his car back then, now people get starstruck at Starbucks, and he throws the whole field away in one sentence: “How you think we competin’? You on the same bag, I just made me some millions off country.” Goyard bags off a Nashville payday, and he wants you to know exactly how far he’s come from everybody else. “Safe to Say” does something similar but looser. It’s a straight Ice Cube “It Was a Good Day” flip, and BigX nails it. Wakes up, checks both phones, nobody’s locked up, kid accounts look good. Gets pulled over, only catches a warning. Pulls up on the squad to liquor, ladies, and haze. Rosama takes the second verse and matches him. Wakes up to his girl cleaning his cuticles, twins playing peekaboo, pays off his car, calls a cousin, sees the opps and they don’t trip. Lawyer calls, he beat his case. Rosama is the strongest voice in the 600 camp after BigX, and “Life of a Gangster” is why. Third person, riding low, blacked-out windows, snub-nose revolver. A character who chose sticking people up over selling dope. “Quick eraser like a number-two pencil.” He never breaks character, and his delivery drops lower and slower than anything he does on the group cuts, like he’s telling you something at a cookout that he probably shouldn’t. Then on “Long Live Fre$h” he’s a completely different rapper. “Short-bus diamonds, these bitches retarded,” wide-body Durango he can’t even park. That kind of range matters on a group record. MurdaGang PB’s best verse is on the title track. Feds at his door at 6 AM, cameras busted, flushing dope, ram truck putting everybody on the floor. Yung Hood on “The Hottest” just lays out four reasons to keep hustling. Who wants to be broke, women cost money, you need bail, and home has to be straight. It’s funnier and more honest than most rappers get when they’re trying to explain why they sell drugs. KevanGotBandz on “Ain’t Never Slowin’ Down” talks about his father getting caught on the dope while he’s sitting on $300K somewhere in the hills, which is a specific kind of guilt that doesn’t usually make it onto crew tapes. KaineMusic, the newest signee, takes the back half of “Who Dunnit” and introduces herself in third person—“Took flight just to show these hoes how to perform”—but it’s too short to know if she can hold a full song. The flex tracks fill the middle of the LP and mostly run together. “I Go” is Rosama and PB trading brands, guns, and food punchlines. Rosama’s “anemic, my iron tucked low in this shirt” is a slick gun bar, PB fires back with “.223 with a clip ‘bout as big as a toddler” and “I go Burger King, stay with that whopper.” Quick, funny sometimes, but it’s all shopping lists. “Dopeman” is a chant. “6ixer Party” brings Snoop Dogg, who does exactly what you’d expect Snoop Dogg to do. BigX contributes the night’s wildest overshare: “She say she brought a friend too, well, I’m tryna put sausage on her dental.” These songs move fast and don’t overstay, but three or four of them could trade verses and nobody would catch it. Midway through, The D.O.C. shows up for a spoken-word interlude. Tracy Curry. West Dallas native, former N.W.A affiliate, co-writer on a lot of the records getting sampled on this very album. He thanks BigX for the tribute and then gets direct: “This your time, this DFW time. You need to do it like we do it down here.” Leave bread crumbs so everybody behind you can eat. Keep God in your life. It’s fatherly and generous, and it does raise the question of whether 6WA follows that advice. The album borrows heavy. The cover art, the Eazy-E samples, “Amerikkka’s Most Wanted” opening with a direct “Boyz-N-The-Hood” lift, Yung Hood rapping “Flag on my left side, Crip until I die.” But the stuff that actually stays with you is Dallas. BigX talking about Pleasant Grove, Rosama calling himself a country boy, PB recounting a raid that could’ve been last Tuesday. The record smells most like itself when it smells like Ferris, Texas, and least like Compton. BigX on “The Hottest” says his father was the first person he knew who had chickens. Not the way rappers usually wave at the drug trade. He means his actual father, his actual family. On “600 Degrees,” Rosama compares his chopper’s stutter to a speech disorder, PB claims he still has the block on his back even after leaving the city. BigX closes that one saying he used to spin and smack, and now the plaques are platinum. Thirty-two minutes was right for this. Nobody overstays, Tony Coles and Rance and Charley Cooks keep the production punchy, and BigX gives his signees real room instead of crowding every song. 6WA doesn’t reinvent anything. Five rappers, good beats, short clock. Most of what they say you’ve heard before. Some of it—the million to his mother, the cuticles and peekaboo, the four reasons to hustle—you won’t forget. Solid (★★★½☆) Favorite Track(s): “Safe to Say,” “From the Bottom,” “The Hottest” Subscribe

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Apr 4 • 8:03 AM EDT • Entertainment • shatterthestandards.com
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Skunk near Fellows Lake is 2nd rabies case for 2026: Health department

With a second case of rabies identified this week, Springfield-Greene County Health Department advises community to be careful around wildlife.

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Apr 4 • 5:06 AM EDT • Health • news-leader.com
Pigeon Town Steppers bring a pastel party to New Orleans Easter. 'It still gives me butterflies.'

The second line parade route changes, but always goes through Pigeon Town, Gert Town and Hollygrove.

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Apr 4 • 5:00 AM EDT • Entertainment • nola.com
Play Ball! Knoxville Smokies kickoff 2026 season at Covenant Health Park

Knoxville Smokies hosts Birmingham Barons for Opening Day for their second season at Covenant Health Park on April 3, 2026.

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Apr 3 • 8:19 PM EDT • Health • knoxnews.com
MassLive: Boston, Springfield land on top 10 list of best cities for STEM professionals

Boston and Springfield were among the "Top 10 best metro areas for STEM professionals" in 2018, according to statistics compiled by WalletHub, a personal finance website. STEM stands for science, technology, engineering and mathematics. Boston was ranked second and Springfield eighth on the list. Worcester came in at 18th. The full results can be found here. "We made another good list," Springfield Mayor Domenic Sarno said. "Glad to see our educational and workforce development are starting to pay off - this is all about a good four-letter word - jobs!" The 100 largest metropolitan areas in the country were ranked in 17 key metrics, WalletHub said. The evaluation ranged from "per-capita job openings for STEM graduates to annual median growth for STEM jobs, to projected demand for STEM workers by 2020," according to the summary. Seattle was top-rated, followed in order by Boston; Pittsburgh; Austin, Texas; Minneapolis; Madison, Wisconsin; Salt Lake City; Springfield; Chicago; and Atlanta. Original article: https://www.masslive.com/news/index.ssf/2018/11/springfield_makes_top_10_natio.html

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Apr 3 • 5:06 PM EDT • Health • springfield-ma.gov
Trump set to sign executive order on college sports to regain control of NIL

President Donald Trump plans to sign a second executive order for college sports, reportedly aimed at expanding NCAA control over athletes and NIL issues.

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Apr 3 • 4:52 PM EDT • Sports • foxnews.com
Nets retain 28th spot in NBA.com's power rankings

The Brooklyn Nets remain 28th in NBA.com's power rankings heading into the second-to-last week of the regular season.

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Apr 3 • 2:14 PM EDT • Sports • sports.yahoo.com
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As fuel prices soar, United is raising bag fees

The carrier says it will charge $10 more for the first and second bags checked by passengers on flights in the U.S., Canada, Mexico and the rest of Latin America.

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Apr 3 • 1:16 PM EDT • Business • chicagobusiness.com
Gemma 4 and what makes an open model succeed

Having written a lot of model release blog posts, there’s something much harder about reviewing open models when they drop relative to closed models, especially in 2026. In recent years, there were so few open models, so when Llama 3 was released most people were still doing research on Llama 2 and super happy to get an update. When Qwen 3 was released, the Llama 4 fiasco had just gone down, and a whole research community was emerging to study RL on Qwen 2.5 — it was a no brainer to upgrade. Today, when an open model releases, it’s competing with Qwen 3.5, Kimi K2.5, GLM 5, MiniMax M2.5, GPT-OSS, Arcee Large, Nemotron 3, Olmo 3, and others. The space is populated, but still feels full of hidden opportunity. The potential of open models feels like a dark matter, a potential we know is huge, but few clear recipes and examples for how to unlock it are out there. Agentic AI, OpenClaw, and everything brewing in that space is going to spur mass experimentation in open models to complement the likes of Claude and Codex, not replace them. Especially with open models, the benchmarks at release are an extremely incomplete story. In some ways this is exciting, as new open models have a much higher variance and ability to surprise, but it also points at some structural reasons that make building businesses and great AI experiences around open models harder than the closed alternatives. When a new Claude Opus or GPT drops, spending a few hours with them in my agentic workflows is genuinely a good vibe test. For open models, putting them through this test is a category error. Something else to be said about open models in the era of agents is that they get out of the debate of integration, harnesses, and tools and let us see close to the ground on what exactly is the ability of just a model. Of course, we can’t test some things like search abilities without some tool, but being able to measure exactly the pace of progress of the model alone is a welcome simplification to a systematically opaque AI space. Share The list of factors I’d use to assess a new open-weight model I’m considering investing in includes: Model performance (and size) — how this model performs on benchmarks I care about and how it compares to other models of a similar size. Country of origin — some businesses care deeply about provenance, and if a model was built in China or not. Model license — if a model needs legal approval for use, uptake will be slower at mid-sized and large companies. Tooling at release — many models release with half-broken, or at least substantially slower, implementations in popular software like vLLM, Transformers, SGLANG, etc due to pushing the envelope of architectures or tools. Model fine-tunability — how easy or hard it is to modify the given model to your use-case when you actually try and use it. The core problem is that some of these are immediately available at release, e.g. general performance, license, origin, etc. but others such as tooling take day(s) to week(s) to stabilize, and others are open research questions — with no group systematically monitoring fine-tunability. In the early era of open models, the days of Llama 2 or 3 and Qwen pre v3.5, the architectures were fairly simple and the models tended to work out of the box. Some of this was due to the extremely hard work of the Llama, Qwen, Mistral, etc. developer teams. Some is due to the new models being genuinely harder to work with. When it comes to something like Qwen 3.5 or Nemotron 3, with hybrid models (either gated delta net or mamba layers), the tooling is very rough at release. Things you would expect to “just work” often don’t. I’ve been following this area closely since we released Olmo Hybrid with a similar architecture, and Qwen 3.5 is just starting to work well in the various open-source tools that need to all play nice together for RL research. That’s 1.5 months after the release date! This is just to start really investing more into understanding the behavior of the models. Of course, others started working on these models sooner by investing more engineering resources or relying on partially closed software. The fully open and distributed ecosystem takes a long time to get going on some new models. All of this is lead-in for the most important question for open models — how easy is it to adapt to specific use-cases? This is a different problem for different model sizes. Large MoE open-weight models may be used by entities like Cursor who need complex capabilities in their domain, e.g. Composer 2 trained on Kimi K2.5. Other applications can be built on much smaller models, such as Chroma’s Context-1 model for agentic search, built on GPT-OSS 20B. The question of “which models are fine-tunable” is largely background knowledge known by engineers across the industry. There should be a thriving research area here to support the open ecosystem model. The first step is to understand characteristics of different base and post-trained models to understand what they look like. The second step is to tune pretraining recipes for open models so they’re more flexible. Interconnects AI is a reader-supported publication. Consider becoming a subscriber. Subscribe For The ATOM Project and other Interconnects endeavors, we’ve put in substantial effort to measuring adoption trends in the open ecosystem. Everything takes a long time to unfold after a model is first publicly available — and adaptability is why. What we know for sure now, when Qwen has been going from strength to strength with its releases, is that technical staff across the industry has gotten comfortable working with Qwen models. Countless research methods and datasets were made to work with Qwen. It’ll take patience for any other model family to get to this point — a patience I’m not sure many open model builders have. This takes us to Gemma 4, Google’s latest open models. Gemma 3 was released more than a year ago, in March of 2025, and is a bit underrated. Gemma 4 comes in 4 sizes for now, with a bigger, MoE model of over 100B total parameters rumored but not released yet. The models we have today come in sizes of ~5B dense, 8B dense, 26B total 4B active MoE, and 31B dense. I’m most excited that they’re finally adopting a standard Apache 2.0 open source license. This’ll massively boost adoption. The standard of better licenses for strong open-weight LLMs was set by mostly Chinese open model labs in the last 1-2 years, and now U.S. companies are following suit. I will personally be so happy if the horrible Llama licenses and Gemma terms of service were an ~18-month transient dynamic of the industry being nervous about releasing strong open models. The Gemma 4 scores look very solid, the small models have incredible benchmark scores (especially in general domains like LMArena) and the 31B model rivals the recent Qwen 3.5 27B, which is the leading member of that class. The ~30B size range is an important one, as it’s accessible both to researchers and to enterprises looking to deploy the model in real use-cases. Where the 7B model scale is the default for tinkering and research, a 30B model is the default for seeing if an open model can unlock substantial value in your specific workflow — a good mix of intelligence, low price, tractability for downstream training, etc. This takes us back to the above adoption criteria I mentioned for open models and the bigger question — do I think Gemma 4 will be an overwhelming success? Previous Gemma models have been plagued by tooling issues and poorer performance when being finetuned. Gemma 4’s success is going to be entirely determined by ease of use, to a point where a 5-10% swing on benchmarks wouldn’t matter at all. It’s strong enough, small enough, with the right license, and from the U.S., so many companies are going to slot it in. I’m cautiously optimistic that Gemma 4 is going to work better here. Winds are shifting for open models built in America. We saw GPT-OSS go through a bumpy launch to become an overwhelming success. There’s a collective energy around the likes of Reflection, Arcee, Nemotron, Gemma, Olmo, and peers that show substantial demand for building new stacks around open models. There’s capital to be spent on AI stacks across the economy by those who want more ownership of everything, including the model. After launching The ATOM Project 240 days ago, the conversation is shifting into the next stage. Summer of 2025 was a crisis moment where the U.S. AI scene realized it can’t wait and figure out open models after building AGI. The two markets will capture different areas and proceed in parallel. Now that more companies in the U.S. are releasing strong models, we need to improve the ecosystem so that these models are easy to use, understand, and build value around. It’s the hard work to build another inflection point in these adoption plots I’ve been updating consistently, but that’s the work to be done. Join me in it. More data coming soon! Here’s a sneak peek:

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Apr 3 • 12:57 PM EDT • Technology • interconnects.ai
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Goodwin wants repeat against other half of Old Firm

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Democrats sue to block Trump's executive order targeting mail ballots

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Apr 2 • 3:24 PM EDT • Politics • pbs.org
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