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AI Giant Anthropic Leans Into Life Sciences With $400M Coefficient Bio Catch

Anthropic in October last year iterated its Claude AI model to better cater to biopharma purposes. Sanofi, Novo Nordisk, AbbVie and others already use Claude in their operations.

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Apr 6 • 8:13 AM EDT • Science • biospace.com
Scientists found a “lost world” of animals that shouldn’t exist yet

A remarkable fossil discovery in southwest China is rewriting the story of how complex animal life began, showing that many key animal groups appeared millions of years earlier than scientists once believed. Dating back over 540 million years, the fossils reveal a surprisingly diverse and advanced ecosystem from the late Ediacaran period—before the famous Cambrian explosion. Among the finds are early relatives of starfish, worm-like creatures, and even ancestors of animals with backbones, suggesting that the roots of modern life were already taking shape.

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Apr 6 • 8:00 AM EDT • Science • sciencedaily.com
5 Easy Spring Science Experiments for Kids to Try at Home

Spring weather has a mind of its own.One day the kids are outside all afternoon. The next day it’s chilly, rainy, and someone is already saying, “…

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Apr 6 • 8:00 AM EDT • Science • lynchburg.macaronikid.com
City’s 2025/26 Premier League run-in

After an extended hiatus, City are back in Premier League action this Sunday when we face Chelsea. Men's Team City Magazine: April issue available to read now! Pep Guardiola’s side go to Stamford Br...

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Apr 6 • 7:15 AM EDT • Sports • sports.yahoo.com
RSV is still spreading, prompting states to extend the immunization period

Respiratory syncytial virus is continuing to spread later into the spring than usual, driving most states to extend the window for RSV immunizations for eligible infants and toddlers.

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Apr 6 • 7:00 AM EDT • Health • cnn.com
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Former NFL punter Chris Kluwe is ready to turn his activism into a political career

Chris Kluwe never imagined a life in politics, but after years of speaking out, he's now running for a California Assembly seat.

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Apr 6 • 5:30 AM EDT • Politics • nytimes.com
What impact is the science of reading having so far in Ohio classrooms and on college campuses?

The science of reading is being taught in classrooms across Ohio, but the state's education department stresses it will likely take time to track students' progress.

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Apr 6 • 3:45 AM EDT • Science • ohiocapitaljournal.com
On plant health and embracing new plant-breeding techniques in South Africa

The major challenge currently confronting South Africa’s agriculture is the spread of foot-and-mouth disease. For many farmers across the country, the most urgent tasks are both securing sufficient vaccines and rolling them out quickly in the coming months, particularly as the beef and dairy industries continue to suffer big losses. There is also pressure on sheep, goats, and other livestock to prevent the disease from spreading. As efforts to get the country through this monumental challenge continue, I believe it is important to sharpen our focus on the broader task at hand: strengthening biosecurity. This covers both animal and plant health. In recent years, we haven’t focused much on plant health, except a few times, such as when we had a goss’s wilt scare in the maize industry, a few cases of citrus black spot, or cases of sclerotinia in sunflower seeds. But the fact that South Africa managed to control the outbreaks of these particular diseases when they occurred a few years ago was due to organized agricultural and government scientific capabilities, and, most importantly, the availability of crop protection or agrochemicals necessary to address some of them. Therefore, as the animal health division in the Department of Agriculture focuses on the pressing challenge of the day, the foot-and-mouth disease, there is an opportunity for the plant health division to assess if they have all the requirements to tackle any outbreak that may occur on fruits, vegetables or crops in future. The challenge with crop diseases is that they can spread quickly and cause much more rapid damage in the field than we typically see with livestock. Therefore, speed is everything in ensuring the appropriate controls are available. I raise this as an important area, particularly given the drastic climate variation we observe across the country. The production conditions in some areas have changed noticeably over time, which may introduce new risks. The other essential part is ensuring that South Africa has access to the best crop protection technology available in the market. Many technology developers worldwide have operations in South Africa. Therefore, the Department of Agriculture, along with the Agricultural Research Council, must continuously interact with technology developers to assess the various crop protection technologies they are releasing globally and determine their suitability and need in South Africa. This will require a proactive approach from the government, unlike the current approach, in which technology developers typically approach regulators with new technologies. The government, recognising the food security risks, must take a proactive approach to ensure that South African farmers have access to the latest crop protection technologies, thereby safeguarding the country’s food security. Beyond crop protection, we must never forget that South Africa’s agriculture is key to ensuring that the country is the most food-secure country at the national level in sub-Saharan Africa. South Africa is also the only African country in the top-40 global agricultural exporters, having more than doubled since 1994 on the back of the adoption of high-yielding seed cultivars. South Africa has been the only African country to adopt a bold approach to embracing science and adopting genetically engineered seeds for grains and oilseeds in the early 2000s. Since then, we have seen crop yields improve noticeably, contributing to the gains we mentioned above. But ensuring that South Africa improves further is not a given. The key lies in South African regulators’ attitudes towards new technologies. We have to maintain a progressive approach and not give in to the politics of non-food and non-scientific voices that shout on the sidelines. Food security is national security, and the government must ensure we progress, leaning on science. Therefore, the registration of high-yielding new genomic techniques is required. South Africa cannot afford to fall behind the EU, the USA, South America, and many of its competitors in global agriculture. The Department of Agriculture’s crop science division must adopt a progress-and-science-embracing approach for the good of the country. Thanks for reading AgriView! Subscribe for free to receive new posts and support my work. Subscribe Share

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Apr 6 • 12:02 AM EDT • Health • wandile.substack.com
No Time to Read, Plenty to Say

In an era where information is increasingly packaged as entertainment and consumed rapidly, the transmission of meaning has become more fragile. Writers, technologists, and institutions alike are realizing that communication is a complex interaction shaped by audience habits, digital tools, and shifting cultural norms. Each alteration not only affects what we know but also how we understand. The result is a growing tension between expression and interpretation. One that challenges our assumptions about knowledge, attention, and responsibility in the modern world.

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Apr 6 • 12:00 AM EDT • Science • acsh.org
AI breakthrough cuts energy use by 100x while boosting accuracy

AI is consuming staggering amounts of energy—already over 10% of U.S. electricity—and the demand is only accelerating. Now, researchers have unveiled a radically more efficient approach that could slash AI energy use by up to 100× while actually improving accuracy. By combining neural networks with human-like symbolic reasoning, their system helps robots think more logically instead of relying on brute-force trial and error.

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Apr 5 • 8:54 PM EDT • Science • sciencedaily.com
Artemis II Flight Day 5: Crew Demos Suits, Readies for Lunar Flyby

The Artemis II crew of NASA astronauts Reid Wiseman, Victor Glover, Christina Koch, and CSA (Canadian Space Agency) astronaut Jeremy Hansen, continue their workday aboard the Orion spacecraft.

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Apr 5 • 5:46 PM EDT • Science • nasa.gov
Atlanta TV listings for major sporting events

A look at the TV listings for major sporting events for Atlanta today and this week. This page is updated regularly to help readers find the time and channel for Atlanta sports teams and other big sporting events of interest to Atlanta.

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Apr 5 • 4:13 PM EDT • Sports • ajc.com
A new way to deliver faster, greener wireless connections indoors

Modern life depends on fast and reliable wireless connections. Video calls, streaming services, virtual reality, and smart devices all place growing demands on networks that already serve billions of ...

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Apr 5 • 2:00 PM EDT • Technology • techxplore.com
Washington Nationals vs Los Angeles Dodgers Game Thread

Follow along as the Nats try to snap their losing streak and solve the puzzle that is the Dodgers lineup

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Apr 5 • 1:35 PM EDT • Sports • sports.yahoo.com
Game 9: San Diego Padres at Boston Red Sox

Your game thread for April 5, 2026.

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Apr 5 • 12:35 PM EDT • Sports • sports.yahoo.com
Mookie Betts lands on IL with oblique strain, but the Dodgers are already set up to handle the loss

Betts was hitting just .171/.281/.429 through eight games this season

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Apr 5 • 11:48 AM EDT • Sports • cbssports.com
10 things to do this week, including National Public Health Week events, a standup comedy show and a Brookline Music School performance

Read about the latest events in Brookline.

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Apr 5 • 10:15 AM EDT • Health • brookline.news
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“I couldn’t enjoy it fully until now”: Crimson Desert’s once‑exclusive PS5 mode finally arrives on Xbox — and I’m ready to dive back in

Crimson Desert’s 4K update arrived on PlayStation 5 first, leaving Xbox Series X users waiting, with Pearl Abyss declining to explain the temporary lack of parity.

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Apr 5 • 9:36 AM EDT • Technology • windowscentral.com
The Sunday Read: Inside the Sports Science That Has the Bruins Feeling Their Best

The NHL has been playing through a condensed schedule this season due to the Olympics

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Apr 5 • 9:01 AM EDT • Science • nhl.com
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The Sunday Read: Inside the Sports Science That Has the Bruins Feeling Their Best

The NHL has been playing through a condensed schedule this season due to the Olympics

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Apr 5 • 9:01 AM EDT • Sports • nhl.com
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Canadians are boycotting U.S. travel over tariffs and politics — and it's already costing America billions

Here's the cost of Canadians boycotting U.S. travel.

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Apr 5 • 9:00 AM EDT • Politics • finance.yahoo.com
Here are three ways we can turn anti-Trump solidarity into political power

The No Kings protests affirmed widespread opposition to Trump’s actions. As the midterms approach, we have an opportunity

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Apr 5 • 7:00 AM EDT • Politics • theguardian.com
Small businesses need AI help

Small businesses should get more help in the changing world of AI, one reader writes. Another said plug in solar could lower utility bills.

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Apr 5 • 6:03 AM EDT • Business • yahoo.com
I Was Shocked to See How Much This Fast-Growing Business Is Adding to Walmart's Bottom Line

Even at less than 1% of fiscal year 2026 sales, this is already a game changer for the business and the stock.

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Apr 5 • 5:45 AM EDT • Business • aol.com
I Was Shocked to See How Much This Fast-Growing Business Is Adding to Walmart's Bottom Line

Even at less than 1% of fiscal year 2026 sales, this is already a game changer for the business and the stock.

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Apr 5 • 5:25 AM EDT • Business • fool.com
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No experience needed? Novices, newcomers dominate field in SC’s open coastal seat in US Congress.

SC’s 1st Congressional District race is packed with outsiders — just five candidates have ever held elected office. Mark Sanford’s surprise entry is reshaping an already crowded primary and making the path tougher for lesser-known hopefuls.

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Apr 5 • 5:00 AM EDT • Politics • postandcourier.com
Business Weekly Agenda for April 5

Events for the Greater Berks business community.

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Apr 5 • 4:45 AM EDT • Business • readingeagle.com
Sports Highlights for April 8, 2026

Sean Xiao: Sean Xiao, a sophomore on the Lakeridge boys tennis team, is already proving himself as a No. 1 singles player in 2026. Through three matches at the start […]

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Apr 5 • 1:07 AM EDT • Sports • wilsonvillespokesman.com
Sports Highlights for April 8, 2026

Sean Xiao: Sean Xiao, a sophomore on the Lakeridge boys tennis team, is already proving himself as a No. 1 singles player in 2026. Through three matches at the start […]

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Apr 5 • 1:07 AM EDT • Sports • lakeoswegoreview.com
Sports Highlights for April 8, 2026

Sean Xiao: Sean Xiao, a sophomore on the Lakeridge boys tennis team, is already proving himself as a No. 1 singles player in 2026. Through three matches at the start […]

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Apr 5 • 1:07 AM EDT • Sports • lakeoswegoreview.com
Move More, Live Healthier Lives: Special Olympics Health Messengers and Coaches Inspiring Their Communities to Get Moving

On World Day for Physical Activity, we’re highlighting Athlete Leaders and a coach who have taken on a variety of leadership roles to empower athletes to stay active year-round. Get to know them!

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Apr 5 • 12:00 AM EDT • Health • specialolympics.org
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Best-Selling Author’s Novel Ranked ‘Best Science Fiction’ of All Time on Goodreads

The iconic novel continues to resonate with readers, earning top honors decades after its release.

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Apr 4 • 11:14 PM EDT • Science • yahoo.com
Nearly launched LG Rollable smartphone reveals its innovative internals in teardown video

Even Samsung’s 2026 foldables pale in comparison. If LG had not decided to exit the smartphone business, we could have seen a first rollable smartphone as early as 2021, one that was already more innovative five years ago than anything the foldable phone segment has produced recently, as a teardown shows.

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Apr 4 • 11:06 PM EDT • Technology • notebookcheck.net
Downtown Bismarck gets back to business after snow

Several inches of snow fell across Bismarck in less than a day, but by afternoon, downtown was already starting to bounce back.

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Apr 4 • 8:30 PM EDT • Business • kfyrtv.com
Maine’s young people are ready to talk politics. Are you?

Please trust us to be the capable, critical and motivated citizens we are.

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Apr 4 • 5:07 PM EDT • Politics • pressherald.com
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The FT’s AI optimism rests on shaky science

Last weekend, the Financial Times published an article about the broader social impacts of AI. Studying, managing, and mitigating the negative impacts of the technological transition is supremely important, and doing so requires both the electorate and policymakers to be informed by good, impartial science. Unfortunately, for anyone with even basic training in social science [...]Read More...

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Apr 4 • 4:04 PM EDT • Science • unherd.com
Letters to Sports: Dodgers off to a roller-coaster start

Readers of the Los Angeles Times Sports section give their thoughts on the Dodgers, MVP candidates, UCLA basketball and more.

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Apr 4 • 1:00 PM EDT • Sports • latimes.com
These Republicans running for Oregon governor are raising the most money, readying TV ad blitz

The eventual winner can expect an uphill battle in the fall against incumbent Gov. Tina Kotek.

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Apr 4 • 9:00 AM EDT • Politics • oregonlive.com
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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The Sector That’s Hiring, 50 Years of Apple Products, Saying ‘No’ to an Inherited IRA | WSJ Weekend Reads for April 4

Plus, 50 years of Apple products, a scan for statin use and saying no to an inheritance

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Apr 4 • 7:50 AM EDT • Technology • wsj.com
The truth about rye bread – healthy choice or overhyped staple?

Rye isn’t for everyone. Here’s what it is, why it can be a nutritious choice and why moderation and ingredient quality still matter.

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Apr 4 • 6:00 AM EDT • Health • usatoday.com
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Weekend reads: Half of social science ‘doesn’t replicate’; ‘Scientific ghosts: Life after retraction’; multisensory learning paper retracted

If your week flew by — we know ours did — catch up here with what you might have missed. The week at Retraction Watch featured: A citation alert led researchers to a network of fake articles. But w…

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Apr 4 • 6:00 AM EDT • Science • retractionwatch.com
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Frescoes, bird-feeding lawsuit, judicial politics. Our top stories

Other popular reads: URI introduces new women's basketball coach; and Newport Creamery sold to Cape Cod developer.

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Apr 4 • 5:05 AM EDT • Politics • providencejournal.com
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Roma tracking Alajbegovic and Arribas ahead of summer

Roma are also looking to the future, with just eight games remaining before the end of the season. If, as seems likely, Paulo Dybala will say goodbye after four years, the Giallorossi have already ide...

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Apr 4 • 3:35 AM EDT • Sports • sports.yahoo.com
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Legacy, Regence Health split over rates; Oregon families scramble for healthcare

Melanie Bobbett was already facing mounting medical expenses when her partner received a notification that his insurance plan was ending on April 1.

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Apr 4 • 1:19 AM EDT • Health • kptv.com
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Arizona Diamondbacks Gameday Thread, #8: 4/3 vs. Braves

Today’s Lineups BRAVES DIAMONDBACKS Ronald Acuna – RF Ketel Marte – 2B Drake Baldwin – DH Corbin Carroll – RF Ozzie Albies – 2B Geraldo Perdomo – SS Matt Olson – 1B Gabriel Moreno – DH Austin Riley – 3B Nolan Arenado – 3B Eli White – LF Alek Thomas – CF Mauricio Dubon – […]

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Apr 3 • 9:00 PM EDT • Sports • sports.yahoo.com
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Dying stars are devouring giant planets, astronomers discover

Dying stars may be wiping out nearby giant planets as they expand into red giants. Astronomers found that these close-in planets become increasingly rare around more evolved stars, suggesting many have already been swallowed. The likely cause is a gravitational tug that drags planets inward until they break apart or fall into the star. It’s a dramatic glimpse into the chaotic final stages of planetary systems.

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Apr 3 • 8:00 PM EDT • Science • sciencedaily.com
LeAnn Rimes’ emotional reaction to jaw release therapy sparks widespread buzz

Singer LeAnn Rimes goes viral for her emotional jaw release therapy session. Experts explain how stress and muscle tension impact health and TMJ symptoms.

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Apr 3 • 6:02 PM EDT • Health • foxnews.com
DHS shutdown, HB 8002, State of the Bears: CT politics news

Plus: Updates on family planning clinic funding, an ambitious reading pitch, and a proposed penalty for replacing workers with AI.

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Apr 3 • 5:30 PM EDT • Politics • ctmirror.org
Downed fighter jet punctures Trump’s and Hegseth’s claims of air invulnerability

An Iran war that was already proving quite unpopular with the American people has entered a new, more problematic phase for President Donald Trump.

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Apr 3 • 4:07 PM EDT • Politics • cnn.com
How The PENN Entertainment (PENN) Turnaround Story Is Shifting With New Targets And ESPN Progress

PENN Entertainment's fair value estimate has shifted from US$18.44 to US$19.11 per share, putting it closer to a cluster of recent Street targets in the mid to high teens and low US$20s. This revision aligns with analyst commentary that combines optimism around the interactive segment and free cash flow with lingering doubts about management credibility and the turnaround story. Read on to see how to track these changing targets and keep up with the evolving narrative around PENN. Analyst...

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Apr 3 • 3:09 PM EDT • Entertainment • finance.yahoo.com
Kremmling candidates talk election, redesigning trails at ‘pizza and politics’ mixer

Kremmling voters are getting ready to elect their new trustees and mayor by April 7. The Kremmling Chamber welcomed the candidates at their March 30 Pizza and Politics Mixer. The event, held at Kremmling House...

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Apr 3 • 2:00 PM EDT • Politics • skyhinews.com
Relationship with Trump may be beyond repair, Keir Starmer told

PM gets widespread backing after president’s mocking impersonation takes US-UK relationship to new low

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Apr 3 • 1:11 PM EDT • Politics • theguardian.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
Trapped by his own image: Trump’s Iran War and the politics of ego

The judgment on the Trump administration’s war on Iran is already largely settled across mainstream media, public opinion, and much of the analytical sphere.

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Apr 3 • 12:43 PM EDT • Politics • peoplesworld.org
Madison Public Market dreams, Vanilla Bean closes, a new cooking show

The Cap Times' new food and culture newsletter shares Madison area restaurant news, with recommendations for what to read, watch, listen and eat.

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Apr 3 • 12:25 PM EDT • Entertainment • captimes.com
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Math Needs Its 'Science of Reading' Moment (Opinion)

A psychologist explains how discovery-first math falls short.

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Apr 3 • 11:43 AM EDT • Science • edweek.org
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iPhone 18 Pro Launching Later This Year With These 12 New Features

While the iPhone 18 Pro and iPhone 18 Pro Max are not expected to launch for more than five more months, there are already plenty of rumors about the devices. It was initially reported that the iPhone 18 Pro models would have fully under-screen Face ID, with only a front camera visible in the top-left corner of the screen. However, the latest rumors indicate that only one Face ID component will be moved under the screen on the devices, which will result in merely a smaller Dynamic Island.

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Apr 3 • 9:36 AM EDT • Technology • macrumors.com
“Ready. Set. Action!” Celebrating National Public Health Week, April…

Spokane, Wash. – April 6-12, 2026, Spokane Regional Health District (SRHD) celebrates National Public Health Week, a week where local health jurisdictions…

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Apr 3 • 8:00 AM EDT • Health • srhd.org
The Oppo Find X9 Ultra shows itself in real life and already overtakes the Vivo X300 Ultra in one way

How do you like them 7,000 mAh apples?!

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Apr 3 • 7:28 AM EDT • Technology • phonearena.com
Epi Minute 28: Staying Up to Date on Chickenpox

As vaccination rates decrease and exposure increases, more cases of chickenpox are reported in St. Louis. David Courtney, an epidemiologist with the City of St. Louis Department of Health, talks about how chickenpox spreads and symptoms to look for. More information can be found at stlouis-mo.gov/health.

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Apr 3 • 5:04 AM EDT • Health • stlouis-mo.gov
Cal Poly student Parker Jones calls out professors' slowness on AI

This Cal Poly computer science student says professors lag on AI as students already use tools like ChatGPT for learning, not cheating, in class.

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Apr 3 • 5:00 AM EDT • Business • businessinsider.com
Celebrate Science Day Takes Off at New Location: Reading Regional Airport

From helicopters to birds and the principles that lift them skyward, guests of all ages will discover how things fly while also enjoying a wide range of interactive STEM activities beyond aviation.

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Apr 3 • 4:45 AM EDT • Science • bctv.org
Looking at politics through Lincoln-tinted spectacles

Regular readers of Whale’s Tales may have noticed.

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Apr 3 • 4:30 AM EDT • Politics • auburn-reporter.com
Sunburn — The morning read of what’s hot in Florida politics

Sunburn ... it smells like victory!

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Apr 3 • 4:00 AM EDT • Politics • floridapolitics.com
The nation’s cartoonists on the week in politics

Every week political cartoonists throughout the country and across the political spectrum apply their ink-stained skills to capture the foibles, memes, hypocrisies and other head-slapping events in the world of politics. The fruits of these labors are hundreds of cartoons that entertain and enrage readers of all political stripes. Here's an offering of the best of this week's crop, picked fresh off the Toonosphere. Edited by Matt Wuerker.

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Apr 3 • 1:00 AM EDT • Politics • politico.com
Jim Bob Duggar scolds son Joseph for ‘terrible decisions’ in jailhouse email: ‘Pray that God would have mercy on you’

'19 Kids and Counting' star Jim Bob Duggar had some advice for Joseph, his second son to be charged with a sexual crime related to children: "You have made some terrible decisions, but God has already forgiven you if you have asked him.'

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Apr 3 • 12:48 AM EDT • Entertainment • ew.com
Senators Postgame: Sens Beat Sabres, Kleven Leaves Early

Talk about a gutsy effort. With an already depleted defensive group, the Senators lost yet another d-man tonight as Tyler […]

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Apr 2 • 10:10 PM EDT • Sports • sports.yahoo.com
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Has Madison Square Garden Entertainment (MSGE) Run Too Far After A 93% One-Year Surge?

Investors may be wondering whether Madison Square Garden Entertainment, at around US$60 a share, still offers value or whether most of the opportunity has already been priced in. The stock has returned 6.1% over the last 7 days, is up 11.0% year to date, and has gained 92.5% over the past year. These moves can change how the market views both its potential and its risks. Recent coverage has focused on Madison Square Garden Entertainment as a pure play on live entertainment venues and...

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Apr 2 • 8:41 PM EDT • Entertainment • simplywall.st
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This tiny claw in a 500-million-year-old fossil just rewrote the origin of spiders

What started as routine fossil cleaning turned into a major scientific surprise when researchers uncovered a tiny claw in a 500-million-year-old specimen where no claw should exist. That detail revealed Megachelicerax cousteaui, the oldest known relative of spiders, pushing the origins of this group back by 20 million years. The fossil shows that key features of modern spiders and horseshoe crabs were already emerging during the Cambrian Explosion.

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Apr 2 • 8:00 PM EDT • Science • sciencedaily.com
National Public Health Week is ready, set for action

NPHW 2026 will take place next week, April 6-12. Its theme is “Ready. Set. Action!,” which supports a bold approach to improving health and wellness, meeting the moment with clarity and positivity, and engaging in collaboration and partnerships to make things happen.

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Apr 2 • 8:00 PM EDT • Health • apha.org
Ingrid teaser trailer released for Street Fighter 6

It's only been a few weeks since Alex released in Street Fighter 6 alongside the big balance update, but we're already getting to see what's coming next for the game.Capcom just dropped the official teaser trailer ...

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Apr 2 • 7:41 PM EDT • Technology • eventhubs.com
Bryan Johnson and other leaders join Business Insider Live

We're taking questions from readers!

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Apr 2 • 7:40 PM EDT • Business • businessinsider.com
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OHA launches Business Development Program for Native Hawaiian entrepreneurs in the food industry

The Office of Hawaiian Affairs is now accepting applications for its Kūlana ʻĀina Business Development Program, designed to support Native Hawaiian food entrepreneurs ready to grow and expand their businesses across Hawaiʻi’s food economy.

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Apr 2 • 7:00 PM EDT • Business • mauinow.com
Gamethread: Penguins @ Lightning

Talk about the game with Pens fans here!

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Apr 2 • 6:45 PM EDT • Sports • sports.yahoo.com
As manufacturing jobs decline, Vermont business leaders take their concerns to the Statehouse

Also in Final Reading: Budget battles, crime victim notifications and endorsements.

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Apr 2 • 6:30 PM EDT • Business • vtdigger.org
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Last Call for 4.2.26 – A prime-time read of what’s going down in Florida

A digest of the day's politics and policy while the bartender refreshes your drink.

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Apr 2 • 6:00 PM EDT • Politics • floridapolitics.com
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What should the Packers do at backup quarterback?

PackersNews columnist Pete Dougherty fielded a question from a reader about what the Packers should do for a backup to quarterback Jordan Love.

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Apr 2 • 5:10 PM EDT • Sports • sports.yahoo.com
A Surprising Common Thread Among World Leaders: U.S. Business School

10 current presidents & prime ministers outside the U.S. studied business there, reinforcing the global reach of American B-schools.

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Apr 2 • 5:03 PM EDT • Business • poetsandquants.com
2026 National Public Health Week

Each April, National Public Health Week shines a spotlight on the systems, people, and partnerships that keep our communities healthy. This year’s theme —Ready. Set. Action! — was chosen by the American Public Health Association (APHA) and calls on each of us to look back at the progress made and look forward to the steps needed for an even healthier future.

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Apr 2 • 5:00 PM EDT • Health • scottcountyiowa.gov
Netflix Already Has Two New ‘Peaky Blinders’ Series — and a New Duke Shelby

'Peaky Blinders: The Immortal Man,' starring Barry Keoghan as Tommy Shelby's (Cillian Murphy) bastard son Duke, premiered on Netflix just 13 days ago.

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Apr 2 • 4:30 PM EDT • Entertainment • yahoo.com
Building a more business-ready Douglas County

If you keep up on state business news, you’ve seen the headlines. Major companies like Palantir are moving out of Colorado, and statewide, there is a sense that it’s getting…

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Apr 2 • 4:18 PM EDT • Business • douglas.co.us
Iterative Health, US Heart & Vascular Partner to Advance Community-Based Cardiovascular Research

April 2, 2026 — Iterative Health and US Heart & Vascular (USHV) have announced a strategic partnership to advance research through community-based innovation in cardiovascular care. "Clinical research is one of the most powerful ways we expand access, improve patient outcomes, and shape the future of cardiovascular care," said Robbie Allen, chief executive officer of US Heart & Vascular. "By partnering with Iterative Health, we are strengthening our ability to bring innovative therapies directly into the communities we serve. This collaboration ensures our physicians and patients have access to leading-edge trials while allowing US Heart & Vascular to remain focused on delivering exceptional, physician-led care." Under the agreement, USHV research sites will join Iterative Health’s global site network, which now spans over 100 sites across three continents. The companies share a commitment to advancing clinical research as a driver of care innovation, and this collaboration represents a major milestone for both organizations, strengthening USHV's leadership in community-based cardiovascular research and expanding Iterative Health's multispecialty focus beyond GI, hepatology, and obesity into cardiology. USHV clinical research sites will gain access to Iterative Health's centralized operational backbone, providing end-to-end support across clinical research operations, services, business development, technology innovation, and corporate functions. The strategic partnership reduces operational complexity and unlocks growth potential for USHV research sites while enabling all USHV physicians to expand access to cutting-edge therapies to the thousands of patients they serve annually. "Innovation in cardiovascular medicine shouldn't be limited to a few academic centers," said Thomas Waggoner, DO, MD, RPVI, FACC, FSCAI, FSVM, RPVI, Structural Cardiologist and Medical Director for Clinical Research at Pima Heart & Vascular, and USHV Physician Champion for Clinical Research. "By expanding community-based research across USHV, we're ensuring more patients have access to clinical trials and breakthrough therapies close to home, where trusted relationships with their physicians already exist." This alliance reinforces Iterative Health's standing as the definitive research partner across specialized therapeutic areas, now spanning GI, hepatology, obesity, and cardiovascular care. Trusted by many of the nation's leading provider organizations and biopharma sponsors, Iterative Health's global site network delivers industry-leading trial performance, accelerating life-changing therapies to market at scale. "Entering cardiology through our strategic partnership with US Heart & Vascular is a defining moment for Iterative Health and reflects the strength of our site-serving model," said Jonathan Ng, founder and CEO of Iterative Health. "Together, we are ensuring that thousands of patients have access to the newest available therapies, and that sponsors have a credible, high-performing partner to accelerate cardiovascular trial success." For more information, visit www.iterative.health and https://usheartandvascular.com/.

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Apr 2 • 4:18 PM EDT • Health • dicardiology.com
How Will Reading’s Playoff Rivals’ Seasons Pan Out?

Jamie has a crack at predicting how the teams around Reading will fare in the rest of the season.

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Apr 2 • 4:00 PM EDT • Sports • sports.yahoo.com
FTC Announces New Health Care Task Force

In a development likely to ramp up regulatory pressure on an industry already under significant federal scrutiny, Federal Trade Commission (FTC) Chairman Andrew Ferguson recently directed leaders…

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Apr 2 • 3:52 PM EDT • Health • crowell.com
Governor Hochul Signs Chapter Amendment to the New York FAIR Business Practices Act

Read how Governor Hochul has signed into law a chapter amendment to the New York FAIR Business Practices Act, implementing changes to the attorney general’s expanded enforcement authority.

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Apr 2 • 3:50 PM EDT • Business • hinshawlaw.com
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2026 Best Business Schools | Employment & Internship Rates For 2025 Graduates

Read more about First Jobs on Poets&Quants for Undergrads

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Apr 2 • 3:40 PM EDT • Business • poetsandquantsforundergrads.com
Author Mary Roach to speak on weird science, human anatomy at Lawrence event

Mary Roach, a popular science writer with a funny bone, will talk in Lawrence about her new book on weird science and human anatomy, as part of a public library reading series.

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Apr 2 • 2:39 PM EDT • Science • lawrencekstimes.com
CMS announces data release on health care utilization and prices

The Centers for Medicare & Medicaid Services April 2 announced the release of new data on health care utilization and prices at the provider and service level in open, machine-readable formats under an open license.

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Apr 2 • 1:26 PM EDT • Health • aha.org
Chemists make hydrogen from breadcrumbs in groundbreaking reaction that could replace some fossil fuels

Chemists say they’ve found a way to turn breadcrumbs into hydrogen, potentially offering a sustainable alternative to one of the most common chemical manufacturing processes.

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Apr 2 • 1:11 PM EDT • Science • livescience.com
Pam Bondi already fired as attorney general, Cabinet official teed up as replacement: sources

President Donald Trump reportedly fired Attorney General Pam Bondi and is considering replacing her with EPA Director Lee Zeldin, sources familiar with the matter say.

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Apr 2 • 12:14 PM EDT • Politics • foxnews.com
Mortgage rates rise for fifth straight week as Iran war continues to roil markets

The average rate on a 30-year fixed mortgage rose this week to 6.46%, according to the latest Freddie Mac data released Thursday. That is up from last week's reading of 6.38%.

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Apr 2 • 12:06 PM EDT • Business • foxbusiness.com
Apple reportedly has four new products ready to launch, pending one thing

Apple has at least four new products that reportedly are ready to launch, save for one key holdup: the forthcoming Siri upgrades.

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Apr 2 • 10:15 AM EDT • Technology • 9to5mac.com
Space now has 10 toilets

Artemis II's four astronauts share one toilet—and it already had issues.

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Apr 2 • 10:00 AM EDT • Science • popsci.com
This even smaller credit card-sized e-reader has one tragic flaw

A credit-card sized e-reader with a big limitation.

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Apr 2 • 9:34 AM EDT • Technology • theverge.com
Golden Entertainment Deal Gives VICI New Partner And Valuation Gap To Watch

Golden Entertainment shareholders have approved a master transaction agreement with VICI Properties. The deal clears the way for VICI to participate in Golden Entertainment's take private transaction. Upon completion, Golden Entertainment is expected to de list from Nasdaq and work with VICI as a key real estate partner. For investors watching NYSE:VICI, this move adds a fresh angle to the story around a company already known for its focus on gaming real estate. The shares most recently...

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Apr 2 • 9:25 AM EDT • Entertainment • simplywall.st
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Columbus is betting big on women's sports — and the payoff is already here

Columbus is going all in on women's sports — and the city's bottom line is already feeling it.

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Apr 2 • 8:49 AM EDT • Sports • spectrumnews1.com
PS5 Price Increases Start, Live Now at Some Retailers

GAME and Argos already up their costs

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Apr 2 • 8:30 AM EDT • Technology • pushsquare.com
USDA issues health alert for ready-to-eat chicken nuggets sold at Walmart due to possible lead contamination

The U.S. Department of Agriculture (USDA) Food Safety and Inspection Service (FSIS) is urging the public to check their freezers for dinosaur-shaped, ready-to-eat chicken nuggets sold at Walmart that may be contaminated with unsafe levels of lead.

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Apr 2 • 8:04 AM EDT • Health • fox2detroit.com
USDA issues health alert for ready-to-eat chicken nuggets sold at Walmart due to possible lead contamination

The U.S. Department of Agriculture (USDA) Food Safety and Inspection Service (FSIS) is urging the public to check their freezers for dinosaur-shaped, ready-to-eat chicken nuggets sold at Walmart that may be contaminated with unsafe levels of lead.

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Apr 2 • 8:04 AM EDT • Health • fox32chicago.com