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Texas cannabis businesses sue state to block smokeable hemp ban

Hemp businesses also want to block a new rule that raises licensing fees by thousands of dollars.

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Apr 8 • 11:15 AM EDT • Business • kbtx.com
Dem Missy Hughes announces health plan aimed at countering Trump

Democrat Missy Hughes released a health care proposal that would serve in many ways as a buffer against actions taken by the federal government.

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Apr 8 • 9:58 AM EDT • Health • jsonline.com
Map of LACMA's David Geffen Galleries: the cafe, wine bar, Koons art

A colorful map to help guide visitors around LACMA's new David Geffen Galleries, including the best way to the wine bar and how to get a great view of Jeff Koons' 'Split-Rocker' topiary sculpture.

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Apr 8 • 9:00 AM EDT • Entertainment • latimes.com
New sports bar to open at former Harpo's site

The bar aims to revive a long-vacant Arapahoe Avenue location.

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Apr 8 • 8:20 AM EDT • Sports • axios.com
High-Signal Publisher
Roberson's Kaegan Radford leads Week 7 boys spring sports top performers

Roberson's Kaegan Radford led the Rams to two wins, leading the list of Week 7 WNC high school spring sports boys top performers.

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Apr 8 • 5:58 AM EDT • Sports • citizen-times.com
Where's the business exodus from NYC Mamdani critics promised?

New data offers a promising sign for Zohran Mamdani, a democratic socialist who proposed various tax hikes during his New York City mayoral campaign.

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Apr 8 • 5:08 AM EDT • Business • usatoday.com
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Meet the famous guests, local honorees for 50th Hornell Sports Night

Former pro stars, a college basketball coaching legend and acclaimed local athletes are in a star-studded lineup for the 50th Hornell Sports Night.

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Apr 8 • 5:07 AM EDT • Sports • eveningtribune.com
What Deion Sanders thinks about recent criticism from former players

What happens in Boulder this season is the only real reply

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Apr 8 • 1:08 AM EDT • Sports • sports.yahoo.com
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Gov DeSantis: ‘Political and cultural bonds’ with parts of Europe have ‘eroded’

Florida Gov. Ron DeSantis discusses his new law allowing the state to designate groups as terrorist organizations and criticizes several European countries over their immigration policies on ‘Hannity.’

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Apr 7 • 10:19 PM EDT • Politics • foxnews.com
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UVA Center for Politics opens expanded facility after 10-year project

The University of Virginia Center for Politics will hold a grand opening this weekend for its expanded and renovated facility.

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Apr 7 • 5:30 PM EDT • Politics • 29news.com
Cattle futures lower ahead of direct business

At the Chicago Mercantile Exchange, live and feeder cattle were lower waiting on the week’s direct business to develop. June live cattle closed $1.22 lower at $245.80 and August live cattle closed $.50 lower at $242.37. May feeder cattle closed $3.72 lower at $366.62 and August feeder cattle closed $3.77 lower at $366.05. Direct cash […]

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Apr 7 • 5:08 PM EDT • Business • brownfieldagnews.com
How to watch men's NCAA ice hockey championship on ESPN

It's time for the men's NCAA ice hockey championship! Here's how to catch the action on the ESPN App.

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Apr 7 • 5:01 PM EDT • Sports • espn.com
Waukee basketball complex owner wins tax dispute with Dallas County

A Dallas County judge said \

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Apr 7 • 4:35 PM EDT • Sports • desmoinesregister.com
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The Danger of a Political Pentagon

Sen. King issues a grave warning about converting the military "into an armed force with greater loyalty to the President than to the Constitution."

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Apr 7 • 10:59 AM EDT • Politics • time.com
Iran using war to cover up executions of political dissidents, activist claims

Iranian activist Sheyda Rahbari warns that Iran is ramping up executions of political dissidents under the cover of war.

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Apr 7 • 10:08 AM EDT • Politics • foxnews.com
Computer Science Students Compete in Software Hackathon - University of the Ozarks

A group of University of the Ozarks computer science students took part this past weekend in HogHacks, a 24-hour collegiate hackathon held at the University of Arkansas. Hosted by the Association for Computing Machinery (ACM) at the U of A, the event is an overnight software engineering competition among area college students that takes place […]

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Apr 7 • 9:46 AM EDT • Science • ozarks.edu
Business in Brief: New Van Ness businesses; Intelsat auction canceled; Whale Tea rebrands; I’m Eddie Cano bankruptcy update | Forest Hills Connection | News and Life in Our DC Neighborhood

Some Forest Hills Connection reporting involves poking our heads through open doors. Doing so recently yielded the news that the last remaining vacant retail space at Park Van Ness (4455 Connecticut Avenue) has been leased to an IV hydration spa. A contractor getting the space ready told us Hydralive Therapy is moving in. Similarly, we […]

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Apr 7 • 9:23 AM EDT • Business • foresthillsconnection.com
A wild, wide foldable iPhone dummy emerges amid rumors of a delay

It might be a wide boi

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Apr 7 • 7:27 AM EDT • Technology • theverge.com
Three new local businesses to visit at The Winnifred

There are a few new reasons to visit the Shops at The Winnifred.

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Apr 7 • 5:59 AM EDT • Business • axios.com
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Kanye West Breaks Silence Amid U.K. Music Festival Backlash

The rapper said he hopes to "present a show of change, bringing unity, peace, and love through my music" when he performs in London this summer.

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Apr 7 • 4:33 AM EDT • Entertainment • huffpost.com
Big Ten doing college sports better than anyone. They just win more

Big Ten is first conference since 2007 to have national champions in football and men's and women's basketball in the same year.

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Apr 7 • 1:37 AM EDT • Sports • usatoday.com
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STAT 4000 introduces students across Auburn to data science foundations

STAT 4000: Introduction to Data Science gives students across Auburn a hands-on foundation in data analysis, AI literacy and statistical reasoning. Taught by instructors in the Department of Mathematics and Statistics, the course equips students to work confidently and critically with data in a wide range of fields.

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Apr 6 • 8:00 PM EDT • Science • wire.auburn.edu
WATCH LIVE: Hegseth and Caine hold Pentagon briefing as Trump threatens Iran's infrastructure
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Apr 6 • 7:47 PM EDT • Politics • pbs.org
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Iranian regime plays for a ‘maximalist advantage,’ says former political prisoner

Former political prisoner in Iran Kian Tajbakhsh discusses President Donald Trump’s stance on Iran on ‘The Will Cain Show.’

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Apr 6 • 5:19 PM EDT • Politics • foxnews.com
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Cavs at Grizzlies: How to watch, odds, and injury report

The Cavaliers will look to lock up home court in the first round.

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Apr 6 • 5:15 PM EDT • Sports • sports.yahoo.com
Meet Steve Hilton, the Former U.K. Political Strategist Trump Is Endorsing for California Governor

Hilton is one of two Republican candidates in a highly competitive race to replace California Gov. Gavin Newsom.

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Apr 6 • 2:29 PM EDT • Politics • time.com
Dem ADMITS party 'lost the plot' amid woke politics push

2028 Democratic contenders are distancing themselves from 'woke' rhetoric, with Gov. Gavin Newsom claiming his office never used the term 'Latinx' despite video evidence as Rahm Emanuel admits the party is on the 'losing side' of the culture war.

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Apr 6 • 1:56 PM EDT • Politics • foxnews.com
North Mississippi Allstars to bring ‘modern Mississippi music’ to the Englert

The North Mississippi Allstars are commemorating the 25th anniversary of their debut with their 12th studio album, "Still Shakin.’” The band will perform Sunday, April 12, at the Englert Theatre.

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Apr 6 • 1:14 PM EDT • Entertainment • thegazette.com
Healey emphasizes efforts to drive down state's energy costs to business group

The governor’s comments come after signing a recent executive order calling on state agencies to increase power.

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Apr 6 • 12:44 PM EDT • Business • wgbh.org
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Country artists Big & Rich to headline Coralville 4thFest

Country music duo Big & Rich will headline a free concert at Coralville’s 4thFest on July 3, 2026, with special guest KC Bruner. The concert is open to all ages.

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Apr 6 • 12:39 PM EDT • Entertainment • thegazette.com
Ye’s Comeback Faces Sponsor Exodus And U.K. Political Pushback

UK Politicians Want Ye Banned As He Tours For ‘Bully’

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Apr 6 • 12:07 PM EDT • Politics • forbes.com
Republican group to spend $45M to help Rogers win Michigan Senate race

A national Republican group said it’s dumping $45 million into Michigan’s open U.S. Senate race as an initial investment to help ex-Rep. Mike Rogers.

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Apr 6 • 10:15 AM EDT • Politics • detroitnews.com
CNN will televise California gubernatorial primary debate in May

Elex Michaelson and Kaitlan Collins will moderate the event to be held in Los Angeles and airing across CNN's cable channels and streaming platform.

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Apr 6 • 9:00 AM EDT • Entertainment • latimes.com
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
Democrats with distinct political vibes run for Andrea Hunley's Indy Senate seat

Three Democrats are vying for the Indiana Senate seat representing Indy's core. While many of their political views align, their vibes differ.

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Apr 6 • 6:01 AM EDT • Politics • indystar.com
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How the US-Iran conflict impacts political opinion

Fox News contributor Marc Thiessen and American Enterprise Institute senior fellow Danielle Pletka discuss the political perception of the U.S.-Iran conflict on 'One Nation.'

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Apr 6 • 5:12 AM EDT • Politics • foxnews.com
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What Josh Elander means by wanting 'conviction' in Tennessee baseball

Tennessee baseball lost its third SEC series as coach Josh Elander searches for capable bullpen performances and consistent offense.

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Apr 6 • 5:07 AM EDT • Sports • knoxnews.com
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We students need mental health counselors not empty promises

'We' are the many Kentucky students drowning in mental health crisis, staring at a counselor’s door that, for all intents and purposes, is locked.

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Apr 6 • 5:02 AM EDT • Health • courier-journal.com
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As a business founder and as a man, I regret the decades I spent confined by masculinity

Making women more powerful in my farm business and closing the gender pay gap was not just the right thing to do – it has brought commercial benefits, says Riverford founder Guy Singh-Watson

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Apr 6 • 5:00 AM EDT • Business • theguardian.com
How many people have voted early so far in Wisconsin's 2026 spring election?

Early voting turnout in the Wisconsin Supreme Court race

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Apr 5 • 2:46 PM EDT • Politics • jsonline.com
College Notes: Athletes with Upper Valley ties compete in winter sports

Discover the achievements of Upper Valley residents in collegiate varsity sports this winter, from basketball to skiing.

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Apr 5 • 12:54 PM EDT • Sports • vnews.com
Suspected measles outbreak kills nearly 100 children in Bangladesh

Health ministry data show children aged six months to five years with suspected measles symptoms soared to 6,476.

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Apr 5 • 10:52 AM EDT • Health • aljazeera.com
What now? State study weighs health impacts of Republic Steel in Canton

A new state study examines Canton Republic Steel's potential health effects on the community. Neighbors remain uncertain.

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Apr 5 • 6:05 AM EDT • Health • cantonrep.com
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Trump loses across courts in bruising week of immigration and legal setbacks

Trump suffered an onslaught of court losses this last week on immigration, Jan. 6 liability and the White House ballroom.

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Apr 5 • 6:00 AM EDT • Politics • latimes.com
Where to watch UCLA vs. South Carolina in March Madness Sweet 16: Time, TV Channel

The No. 1 UCLA Bruins face the No. 1 South Carolina Gamecocks in the national championship of the women's NCAA Tournament. Here's how to see all the action.

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Apr 5 • 5:27 AM EDT • Sports • usatoday.com
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How a custom $84,962 tiny home became a luxury Airbnb

Sakura Kishiro, 26, bought a 400-square-foot tiny home and designed "every square inch." It became a popular vacation rental — and a source of income.

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Apr 5 • 5:10 AM EDT • Business • businessinsider.com
Sports photography: Capturing 'electricity of the action'

'What We Do' is a weekly series where we talk to our journalists about what they cover and the content they create.

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Apr 5 • 5:00 AM EDT • Sports • naplesnews.com
Kavita Fischer: I lost $400,000 betting on sports

I lost more than $400,000 gambling. I’m also a psychiatrist who works with individuals struggling with substance use and behavioral That combination...

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Apr 5 • 4:30 AM EDT • Sports • post-gazette.com
WOMEN'S TRACK AND FIELD CAPS PACESETTER SPORTS INVITATIONAL

TERRE HAUTE, Ind. - The IU Indianapolis women's track and field squad closed out the two-day Pacesetter Sports Invitational, hosted by Indiana State on Saturday (Apr. 4). Freshman Sarah Madi-Bouabre earned a runner-up finish in the long jump while Paige Schulte finished fifth in the 200m event and sixth in the 400m.

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Apr 4 • 7:18 PM EDT • Sports • iuindyjags.com
Sabres, Bills make Buffalo sports history not done in 26 years

What a time to be alive in Western New York.

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Apr 4 • 6:22 PM EDT • Sports • sports.yahoo.com
Future of healthcare: Could AI someday replace doctors?

Fox News senior medical analyst Dr. Marc Siegel gives his take on technology’s role in medicine on ‘The Ingraham Angle.’

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Apr 4 • 11:19 AM EDT • Health • foxnews.com
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Dr. Oz calls out Newsom over California health care fraud allegations

CMS Administrator Dr. Mehmet Oz discusses concerns over alleged health care fraud in California and its impact on costs on ‘Saturday in America.’

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Apr 4 • 11:06 AM EDT • Health • foxnews.com
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Dan Hurley called his shot: Tarris Reed Jr. would be X-factor for UConn Final Four run

Tarris Reed Jr. started only one game last year. Now, he's an every-game starter for UConn and has led the Huskies on a deep March Madness run.

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Apr 4 • 10:51 AM EDT • Sports • usatoday.com
Downtown Redding bookstore on the move. This new cafe an early hit

This week in the Buzz: Find out where Shop Around the Corner Books is moving. A new cafe has been buzzing with business. And a downtown eatery closes.

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Apr 4 • 10:01 AM EDT • Business • redding.com
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Improve your gut health + save 20% on this probiotic with our coupon code

Improve gut health with 20% off this California Gold Nutrition LactoBif 30 Probiotics for daily use at iHerb.

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Apr 4 • 8:03 AM EDT • Health • usatoday.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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Politics of Black hair: why grooming rules are under scrutiny across the diaspora

From schools in Ghana to workplaces in Britain, underpinned by the colonial roots of ‘respectability’, conversations around natural hairstyle persist

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Apr 4 • 7:00 AM EDT • Politics • theguardian.com
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Arts & Entertainment Calendar

Events coming up in the Greenville area offer music, arts, theater and family fun. Here is a sampling.

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Apr 4 • 6:30 AM EDT • Entertainment • reflector.com
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Cluster Munitions and the Politics of Enforcement

The Use of Cluster Munitions Doesn’t Draw the Same Scrutiny When Israel or Israeli Civilians Are the Victims of Attacks

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Apr 4 • 6:00 AM EDT • Politics • meforum.org
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
Trump endorsed this MAGA congressman's twin. Will he make history?

Trever Nehls could replace his twin brother Rep. Troy Nehls, a loyalist to President Donald Trump. Can the MAGA heir apparent make history?

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Apr 4 • 5:02 AM EDT • Politics • usatoday.com
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From The Drama to Malcolm in the Middle: your complete entertainment guide to the week ahead

R-Patz and Zandaya star in a romcom with bite, and the lovably dysfunctional family is back in a revival of the turn-of-the-millennium comedy hit

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Apr 4 • 1:00 AM EDT • Entertainment • theguardian.com
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UNK to name Health Science Education Center II atrium for Carey and Brian Hamilton

A major new space at the University of Nebraska at Kearney will soon carry the names of two longtime supporters as the university works to expand health educati

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Apr 3 • 9:22 PM EDT • Science • nebraska.tv
UNK to name Health Science Education Center II atrium for Carey and Brian Hamilton

A major new space at the University of Nebraska at Kearney will soon carry the names of two longtime supporters as the university works to expand health educati

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Apr 3 • 9:22 PM EDT • Health • nebraska.tv
Wisconsin, Minnesota volleyball cancel spring match due to 'health and safety'

The Wisconsin-Minnesota spring volleyball match was canceled as a 'precaution for the team's health and safety.'

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Apr 3 • 5:05 PM EDT • Health • jsonline.com
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A light round of direct cattle business on Friday

Direct cash cattle trade activity was relatively quiet Friday, with a few deals reported in the South. For the week, live deals in the South were at $245 to $246, $8 to $9 higher than the previous week’s weighted averages. Dressed deals in the North were at mostly $385, $13 higher than the prior week’s […]

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Apr 3 • 4:11 PM EDT • Business • brownfieldagnews.com
Trump gives rare praise to persistent GOP foe after White House ballroom vote

Trump gives a special shout out to Sen. Rand Paul after the fiscal hawk votes yes on plans for the estimated $400 million White House ballroom project.

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Apr 3 • 3:47 PM EDT • Politics • foxnews.com
President Trump set to sign executive order aimed at college sports, targeting transfers and eligibility

The Commander-in-Chief is advocating for limiting transfers, capping eligibility and NIL reform

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Apr 3 • 2:49 PM EDT • Sports • cbssports.com
The Rise of Socialism: Washington business owners slam new ‘millionaires tax’

Washington shop owners, talk show radio host Arri Hoffman and a local democratic socialist, Rep. Shaun Scott, discuss the impact of the state’s new “millionaires tax” and how socialist economic policy is impacting local business.

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Apr 3 • 2:36 PM EDT • Business • foxnews.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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Apr 3 • 12:34 PM EDT • Business • usatoday.com
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Apr 3 • 8:00 AM EDT • Business • poetsandquantsforundergrads.com
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Apr 3 • 8:00 AM EDT • Health • verywellhealth.com
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Apr 3 • 7:03 AM EDT • Sports • theguardian.com
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Apr 3 • 5:31 AM EDT • Sports • usatoday.com
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Apr 3 • 5:30 AM EDT • Sports • sports.yahoo.com
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Apr 2 • 8:10 PM EDT • Politics • foxnews.com
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Apr 2 • 6:38 PM EDT • Politics • foxnews.com
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Apr 2 • 6:31 PM EDT • Politics • usatoday.com
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Apr 2 • 5:53 PM EDT • Politics • spectrumlocalnews.com
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Apr 2 • 3:47 PM EDT • Health • sports.yahoo.com
Phil Mickelson bows out of 2026 Masters due to a 'personal health matter' in his family

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Apr 2 • 3:24 PM EDT • Health • sports.yahoo.com
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Apr 2 • 2:17 PM EDT • Politics • foxnews.com
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Apr 2 • 12:18 PM EDT • Politics • latimes.com
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Apr 2 • 9:33 AM EDT • Sports • sports.yahoo.com
Marshmallow Peeps rule in quest for physics, chemistry

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Apr 2 • 5:07 AM EDT • Science • telegram.com
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Apr 2 • 5:07 AM EDT • Science • worcestermag.com
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Apr 2 • 5:00 AM EDT • Politics • washingtonpost.com
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Apr 2 • 5:00 AM EDT • Politics • time.com
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Apr 2 • 4:45 AM EDT • Entertainment • montgomeryadvertiser.com
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Apr 2 • 4:02 AM EDT • Sports • onlineathens.com
St. Xavier buys 16-acre mortuary science school site

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Apr 2 • 12:15 AM EDT • Science • cincinnati.com
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Apr 1 • 10:58 PM EDT • Sports • sports.yahoo.com
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Apr 1 • 4:59 PM EDT • Business • brownfieldagnews.com
Milwaukee County's chief of mental health services asked to resign

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Apr 1 • 4:59 PM EDT • Health • jsonline.com
‘The White Lotus’ Announced The Season 4 Cast — And Some Stars You Probably Already Know And Love

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Apr 1 • 4:39 PM EDT • Entertainment • huffpost.com
Every major US lunar mission explained, including the Artemis II

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Apr 1 • 2:15 PM EDT • Business • businessinsider.com
IUSD dominates at science olympiad

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Apr 1 • 1:18 PM EDT • Science • irvinestandard.com