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Okaloosa County School District opens employee health clinic

The Okaloosa County School District has opened an employee health clinic. The ribbon cutting was April 2, 2026.

nwfdailynews.com logo
Apr 4 • 2:33 PM EDT • Health • nwfdailynews.com
Bill Sniffin: Crazy Politics In Wyoming? Yes, I Have Had A Little Experience

Columnist Bill Sniffin writes, "I’ve watched statewide campaigns here for 56 years as a journalist and participated in two: my own run in 2002 and another…

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Apr 4 • 2:01 PM EDT • Politics • cowboystatedaily.com
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Chadd Charland challenges Dean Black in HD 15

An entrenched incumbent draws a challenger.

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Apr 4 • 1:59 PM EDT • Politics • floridapolitics.com
Trump administration asks appeals court to pause order halting White House ballroom construction

w p n national-security courts politics washington-news general-news | 100.1 FM and AM 1020 KDKA

audacy.com logo
Apr 4 • 1:52 PM EDT • Politics • audacy.com
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Open Graphics Card Powers Cyberpunk “Laptop”

For once, we can avoid debating in the comments what constitutes a “cyberdeck”, because [LCLDIY] does not refer to his cyberpunk masterpiece as such — he calls it a laptop. Consid…

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Apr 4 • 1:00 PM EDT • Technology • hackaday.com
Trump’s Victory Rhetoric Undercut by Downed US Jet in Iran War

The downing of a US aircraft and the dayslong search for a missing crew member has pierced the aura of invincibility that President Donald Trump has sought to project as he tries to stave off the increasing political risks of the Iran war he started five weeks ago alongside Israel.

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Apr 4 • 12:58 PM EDT • Politics • bloomberg.com
Governor Michelle Lujan Grisham

It's back, Albuquerque! The New Mexico Museum of Natural History & Science reopens today, April 4th after eight months of renovations! Expect a revamped lobby, the brand-new Animal Armor traveling...

facebook.com logo
Apr 4 • 12:43 PM EDT • Science • facebook.com
2026 College Basketball Crown Semifinals Live Updates, Scores: OU-Baylor, More

Here are the highlights from the semifinal round of the 2026 College Basketball Crown on FOX!

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Apr 4 • 12:30 PM EDT • Sports • foxsports.com
Judge halts Trump effort requiring colleges to show they aren’t considering race in admissions

White House lawyers get another setback.

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Apr 4 • 12:18 PM EDT • Politics • floridapolitics.com
Giannis Antetokounmpo says he is healthy enough to play, rips Bucks as league starts investigation
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Apr 4 • 12:12 PM EDT • Health • sports.yahoo.com
This Week in Politics: Early voting starts this week in New Jersey's special congressional election | WNYC | New York Public Radio, Podcasts, Live Streaming Radio, News

The political world is paying close attention to a race to fill Governor Sherrill's vacated congressional seat.

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Apr 4 • 12:08 PM EDT • Politics • wnyc.org
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Times Opinion: Big money in politics makes progress in Tennessee impossible

Take a look at governmental policy and the public's broad position on any given issue, and you'll see a glaring disconnect.

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Apr 4 • 12:01 PM EDT • Politics • timesfreepress.com
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Medicines watchdog to investigate UK peptide clinics over health claims

Exclusive: Guardian investigation finds several clinics making potentially unlawful claims about benefits of unregulated therapies

theguardian.com logo
Apr 4 • 12:00 PM EDT • Health • theguardian.com
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Bucs to talk with Tampa Sports Authority about Raymond James Stadium renovations

Discussions about needs and costs come as the NFL team nears a 2027 decision on extending its lease, and the Rays are seeking about $1.15 billion in public money for a new ballpark across the street.

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Apr 4 • 11:48 AM EDT • Sports • wusf.org
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After barrage of runs, Phillies take on Rockies again

The Philadelphia Phillies entered the weekend hitting .220 as a team, but their offense got healthy in the opener of a three-game series with the Colorado Rockies on Friday in Denver.

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Apr 4 • 11:41 AM EDT • Sports • cbssports.com
Marco Rubio's odds of being GOP 2028 nominee climb, while Ron DeSantis falls behind Tucker Carlson

Could Florida men make another run for the White House?

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Apr 4 • 10:42 AM EDT • Politics • floridapolitics.com
Nationals have hands full with menacing Dodgers lineup

After putting together their best offensive performance of the new season in the series opener, the visiting Los Angeles Dodgers will look to take the weekend set against the Washington Nationals on Saturday.

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Apr 4 • 9:49 AM EDT • Sports • cbssports.com
Jax Hispanic outreach coordinator moves on

Organizational news was announced on Good Friday.

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Apr 4 • 9:33 AM EDT • Politics • floridapolitics.com
As Trump orders UFO data released, a question hangs: If aliens exist, what would they think of us?

It came from outer space?

floridapolitics.com logo
Apr 4 • 9:24 AM EDT • Politics • floridapolitics.com
Politics Report: Could the City Lose Liberty Station?

The current offer for Liberty Station is $2.7 million. A company is suing the city to try to force a sale.

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Apr 4 • 9:00 AM EDT • Politics • voiceofsandiego.org
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Moms for Liberty wanted a seat on the school board. Trump gave them a voice in the White House

The parental rights group continues to make inroads.

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Apr 4 • 8:45 AM EDT • Politics • floridapolitics.com
Nancy Guthrie Update: FBI’s ‘Best Lead,’ According to a Cybersecurity Expert

'Today' co-anchor Savannah Guthrie's mom, 84, remains missing more than two months after her Tucson, Arizona, kidnapping.

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Apr 4 • 8:22 AM EDT • Entertainment • fairfieldsuntimes.com
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Nancy Guthrie Update: FBI’s ‘Best Lead,’ According to a Cybersecurity Expert

'Today' co-anchor Savannah Guthrie's mom, 84, remains missing more than two months after her Tucson, Arizona, kidnapping.

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Apr 4 • 8:22 AM EDT • Entertainment • cbs19news.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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Scientists built a quantum battery that breaks the rules of charging

Scientists have taken a major step toward futuristic energy tech by building a working prototype of a quantum battery—one that can charge, store, and release energy using the strange rules of quantum physics instead of chemistry. This tiny, laser-powered device hints at a future where energy storage is not only faster but actually improves as systems get larger, flipping the rules of conventional batteries.

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Apr 4 • 8:00 AM EDT • Science • sciencedaily.com
BWC: N.Y. officers save person suffering mental health crisis from frigid river

Auburn Police Officers Edward Pickard and Lucas Drancsak spotted the person, climbed down a 10-foot wall and ran to shoreline; Pickard entered the water and helped the person to safety

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Apr 4 • 8:00 AM EDT • Health • police1.com
Week in Politics: Trump's latest speech; SCOTUS on birthright citizenship; Pam Bondi

President Trump claimed victory in Iran during a prime-time address to the nation. Meanwhile, Attorney General Pam Bondi is out, and the Supreme Court heard oral arguments on birthright citizenship.

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Apr 4 • 7:41 AM EDT • Politics • ctpublic.org
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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UC execs’ ties to vendors draw scrutiny as Calif. lawmaker pushes ban

A new bill would block UC executives from being paid by university vendors, a first-in-the-nation proposal targeting potential conflicts of interest.

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Apr 4 • 7:00 AM EDT • Business • sfchronicle.com
☹️ Negative (-11%)
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Democrats rebounding without learning necessary lessons

“When we fight, we win!” That, reportedly, was the chant heard over and over again at the Colorado Democratic Assembly a week ago. It suggests that pugilism has been the piece missing from the Democratic toolkit. Perhaps it was just me, but I seem to recall Democrats exhibiting plenty of fight back in 2024. The […]

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Apr 4 • 7:00 AM EDT • Politics • coloradopolitics.com
Why Can’t Politics Be More Like March Madness?

In sports we accept the rules and the outcome. Democracy depends on the same spirit.

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Apr 4 • 6:14 AM EDT • Politics • thefulcrum.us
Sony TCL Deal Reshapes Home Entertainment Role And Investor Focus

Sony Group (TSE:6758) has agreed to form a new home entertainment joint venture with TCL. The deal transfers a majority stake and global TV and audio product operations to TCL, including manufacturing facilities. The partnership affects Sony branded consumer TVs and audio products across key international markets. Sony Group (TSE:6758) is known for its entertainment, gaming, imaging, and consumer electronics businesses, with TVs and audio products serving as core branded offerings. The new...

finance.yahoo.com logo
Apr 4 • 6:10 AM EDT • Entertainment • finance.yahoo.com
Starfield PS5 Pro Specs Revealed: PSSR Supported, DualSense’s Adaptive Triggers Available

Bethesda has revealed the PS5 specs for Starfield. The DualSense's Adaptive Triggers are supported, and so is PSSR on PS5 Pro.

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Apr 4 • 6:00 AM EDT • Technology • wccftech.com
Nancy Guthrie Update: FBI’s ‘Best Lead,’ According to a Cybersecurity Expert

'Today' co-anchor Savannah Guthrie's mom, 84, remains missing more than two months after her Tucson, Arizona, kidnapping.

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Apr 4 • 6:00 AM EDT • Entertainment • wfxg.com
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
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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For Many Patients Leaving the I.C.U., the Struggle Has Only Just Begun

A long stay in intensive care can bring physical, cognitive and mental health challenges that can take months or longer to resolve.

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Apr 4 • 5:01 AM EDT • Health • nytimes.com
A Meat Plant Closed in Nebraska. Then Politics Became a Focus for These Latinos

Politically disconnected young men, especially Latinos, helped fuel President Trump’s victory, but in this economy, they could move to unconventional candidates like Dan Osborn in Nebraska.

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Apr 4 • 5:00 AM EDT • Politics • nytimes.com
‘Racist ideology lodges itself amid austerity politics’: newly elected French mayor on tackling far right

Bally Bagayoko, who was targeted by racist abuse after winning Saint-Denis mayorship, vows to tackle inequality to stem deepening divisions

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Apr 4 • 3:47 AM EDT • Politics • theguardian.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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Beauty as strategy: Why K-beauty is also a political success

K-beauty is more than just a cosmetics trend. South Korea has combined popular culture, innovation and national strategy to create a business model where beauty products are an economic and political tool.

dw.com logo
Apr 4 • 12:57 AM EDT • Politics • dw.com
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Hollywood's narrative on UFOs and ETs reaches back many decades

l a e n scifi-and-fantasy politics media-and-entertainment-industry movies entertainment lifestyle u-s-news general-news | KCBS All News 106.9FM and 740AM

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Apr 4 • 12:06 AM EDT • Entertainment • audacy.com
😐 Neutral (0%)
Trump signs order aimed at reforming college sports

President Trump signed an executive order on Friday tightening the rules for eligibility and transfers in the NCAA, his latest attempt to rein in college athletics in the pay-to-play era. The order…

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Apr 3 • 10:07 PM EDT • Sports • thehill.com
Local business brings Wildcat milestones to life at McKale Center

After every University of Arizona win during the 2026 NCAA tournament, Ryan Volin has been quietly putting up more graphics on the walls at the McKale Center.

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Apr 3 • 9:29 PM EDT • Business • kold.com
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Why are people allowed to bet on politics? | California Politics 360

Right now, at least $13 million has been placed in bets on the California governor's race in a state that doesn't allow online sports betting. KCRA's Ashley Zavala on why people are allowed to bet on politics.

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Apr 3 • 9:24 PM EDT • Politics • ktvu.com
Game room owner says she thought business was legal following BCSO raid

Carrie Gutierrez said she was transparent from the start about her business, and said she believed it was a legal operation.

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Apr 3 • 8:24 PM EDT • Business • ksat.com
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UCSD part of team granted $15.8M to study Latino brain health

UC San Diego and UC Davis have received a $15.85 million grant from the National Institutes of Health to fund an extensive study on how the brain ages among Hispanic and Latino communities, it was announced Wednesday.

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Apr 3 • 7:46 PM EDT • Health • nbcsandiego.com
Politics Unusual: CEO of Partnership for NYC Fulop, former advisor on mental illness | FOX 5 New York

In this week's episode of Politics Unusual, FOX 5 NY's political reporter Morgan McKay speaks to Steven Fulop, the CEO and President of Partnership for NYC, about the potential impact of possibly increasing taxes on businesses. Also, a conversation with Brian Stettin, a former senior adviser on severe mental illness in the Adams administration.

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Apr 3 • 7:13 PM EDT • Politics • fox5ny.com
Why 'Paradise' Is The Most Addictive Show On TV & Everything We Know About Season 3

From Xavier's heroics to Sinatra's sacrifice, Paradise Season 2 ended with a bang. Here’s everything we know about Season 3.

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Apr 3 • 6:56 PM EDT • Entertainment • refinery29.com
Bears’ Caleb Williams: ‘Iceman’ trademark application is to protect my business interests

He applied for a trademark last month.

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Apr 3 • 6:53 PM EDT • Business • chicago.suntimes.com
Colorado Supreme Court intervenes in 4 ongoing cases

The Colorado Supreme Court recently moved to intervene in four ongoing cases, including two criminal prosecutions, a civil lawsuit, and a child welfare proceeding. At least four of the court’s seven members must agree to hear a case outside of the normal appellate process. The issues raised before the justices include the ability of prosecutors […]

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Apr 3 • 6:37 PM EDT • Politics • coloradopolitics.com
March Madness Expansion? NCAA Eyes Shocking 76-Team Field

The NCAA is looking to expand March Madness, and a decision is coming soon. NCAA leadership and members of the […]

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Apr 3 • 6:36 PM EDT • Sports • sports.yahoo.com
Trump issues executive order to bolster college sports rules

U.S. President Donald Trump issued an executive order on Friday that aims to reinforce the rules of college sports in a bid to restore ​financial stability and protect the future of college athletics.

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Apr 3 • 6:19 PM EDT • Sports • reuters.com
90 Painfully Relatable Programming Memes That Might Just Break Your Brain (New Pics)

Every job has its quirks. But some feel almost like a world of their own. Like programming—we (indirectly) interact with it every day, yet many of us know surprisingly little when it comes to what actually goes on behind the screens. The subreddit ‘Programmer Humor’ is the perfect place to bridge this gap. It allows them—and pretty much everyone involved in computer science—to air their frustrations and give the rest of us a better understanding of what their day-to-day really looks like. Here a

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Apr 3 • 6:01 PM EDT • Technology • aol.com
DC Wrap: 2 U.S. planes go down in Mideast; Trump proposes defense spending boost

A look at the day's biggest stories in national politics

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Apr 3 • 5:57 PM EDT • Politics • spectrumlocalnews.com
President Trump signs order intended to stabilize college sports, threatens lost federal funding

President Donald Trump has signed an executive order aimed at restoring “order, fairness and stability” to college athletics.

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Apr 3 • 5:55 PM EDT • Sports • foxcarolina.com
President Trump signs executive order that aims to stabilize college sports

President Donald Trump has signed an executive order aimed at restoring “order, fairness and stability” to college athletics.

kait8.com logo
Apr 3 • 5:55 PM EDT • Sports • kait8.com
President Trump signs executive order that aims to stabilize college sports

President Donald Trump has signed an executive order aimed at restoring “order, fairness and stability” to college athletics.

whsv.com logo
Apr 3 • 5:55 PM EDT • Sports • whsv.com
President Trump signs executive order that aims to stabilize college sports

President Donald Trump has signed an executive order aimed at restoring “order, fairness and stability” to college athletics.

live5news.com logo
Apr 3 • 5:55 PM EDT • Sports • live5news.com
President Trump signs executive order that aims to stabilize college sports

President Donald Trump has signed an executive order aimed at restoring “order, fairness and stability” to college athletics.

wwnytv.com logo
Apr 3 • 5:55 PM EDT • Sports • wwnytv.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.

ctmirror.org logo
Apr 3 • 5:30 PM EDT • Politics • ctmirror.org
President Trump signs executive order that aims to stabilize college sports

President Donald Trump signed an executive order Friday aimed at restoring “order, fairness and stability” to college athletics.

wral.com logo
Apr 3 • 5:18 PM EDT • Sports • wral.com
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President Trump signs executive order that aims to stabilize college sports

President Donald Trump has signed an executive order aimed at restoring “order, fairness and stability” to college athletics.

apnews.com logo
Apr 3 • 5:15 PM EDT • Sports • apnews.com
High-Signal Publisher
DC Wrap: 2 U.S. planes go down in Mideast; Trump proposes defense spending boost

A look at the day's biggest stories in national politics

spectrumlocalnews.com logo
Apr 3 • 5:07 PM EDT • Politics • spectrumlocalnews.com
MassLive: Boston, Springfield land on top 10 list of best cities for STEM professionals

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

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Apr 3 • 5:06 PM EDT • Health • springfield-ma.gov
Cabinet shake-ups mark a new phase for Trump: From the Politics Desk

Plus, a U.S. fighter jet goes down over Iran.

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Apr 3 • 5:00 PM EDT • Politics • nbcnews.com
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Cory Mills meets with Syrian President in Damascus

Ahmed Al-Sharaa , a former Al-Qaeda fighter, came to power after overthrowing Bashar Assad.

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Apr 3 • 4:45 PM EDT • Politics • floridapolitics.com
Trump’s DOJ tells Trump he can hold onto government docs when he leaves office, contrary to Watergate-era law

A new memo from the Justice Department says President Donald Trump no longer has to follow a Watergate-era law barring him from holding on to presidential records when he leaves office.

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Apr 3 • 4:41 PM EDT • Politics • cnn.com
Struggling Heat eager to get right vs. woeful Wizards

Hoping to finish strong, the Miami Heat will play host to the Washington Wizards on Saturday afternoon.

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Apr 3 • 4:41 PM EDT • Sports • cbssports.com
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Nancy Metayer Brown leaves behind a legacy of outreach and compassion

'Her light will not be dimmed.'

floridapolitics.com logo
Apr 3 • 4:19 PM EDT • Politics • floridapolitics.com
NFL execs have ‘conflicting’ thoughts on 49ers offseason

How did others around the NFL view the 49ers offseason?

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Apr 3 • 4:06 PM EDT • Sports • sports.yahoo.com
7+ Florida Politics Now: Economic impact of the Artemis II Rocket Launch

This episode we’re discussing election reforms and the economic impact of the Artemis II Rocket launch.

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Apr 3 • 4:05 PM EDT • Politics • wjhg.com
Bob Buckhorn continues fundraising momentum; hits $1.8M banked

He's not officially a candidate yet, but he'll be rife with cash when he is.

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Apr 3 • 3:36 PM EDT • Politics • floridapolitics.com
How Abdukodir Khusanov Became Man City's New Fan Favorite

Hours after Manchester City's Carabao Cup final win over Arsenal, fans began to praise "absolute beast" Abdukodir Khusanov as a new fan favorite.

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Apr 3 • 3:29 PM EDT • Sports • foxsports.com
Inside Iowa Politics: Why this Iowans thinks ‘No Kings’ last past the rallies

"No Kings Day" Iowa organizer explains why she thinks this movement is growing.

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Apr 3 • 3:26 PM EDT • Politics • kttc.com
Inside Iowa Politics: Why this Iowans thinks ‘No Kings’ last past the rallies

"No Kings Day" Iowa organizer explains why she thinks this movement is growing.

ktiv.com logo
Apr 3 • 3:26 PM EDT • Politics • ktiv.com
Inside Iowa Politics: Why this Iowans thinks ‘No Kings’ last past the rallies

"No Kings Day" Iowa organizer explains why she thinks this movement is growing.

wowt.com logo
Apr 3 • 3:26 PM EDT • Politics • wowt.com
Colorado sues Trump administration, calling new election order ‘unconstitutional’

Colorado Attorney General Phil Weiser has joined a multistate coalition suing President Donald Trump over a new executive order on elections, arguing the directive unlawfully intrudes on states’ authority to run their own voting systems and threatens access to mail ballots for millions of voters. The lawsuit argues that Trump’s executive order is unconstitutional because […]

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Apr 3 • 3:16 PM EDT • Politics • coloradopolitics.com
West's best winning streaks collide as Spurs visit Nuggets

San Antonio's first dynasty ended when Tim Duncan retired with five NBA titles over 19 seasons. Ten years later, the Spurs are hoping to build another one behind Victor Wembanyama.

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Apr 3 • 3:05 PM EDT • Sports • cbssports.com
Quiz: This week in politics

It was another busy week in national politics. Take this quiz to see what you know and what you missed.

wlwt.com logo
Apr 3 • 2:07 PM EDT • Politics • wlwt.com
Quiz: This week in politics

It was another busy week in national politics. Take this quiz to see what you know and what you missed.

wesh.com logo
Apr 3 • 2:07 PM EDT • Politics • wesh.com
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😐 Neutral (14%)
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Quiz: This week in politics

It was another busy week in national politics. Take this quiz to see what you know and what you missed.

wvtm13.com logo
Apr 3 • 2:07 PM EDT • Politics • wvtm13.com
Quiz: This week in politics

It was another busy week in national politics. Take this quiz to see what you know and what you missed.

wmur.com logo
Apr 3 • 2:07 PM EDT • Politics • wmur.com
Deep dive
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Scientists Witnessed the Formation of a Mysterious Particle for the First Time

Theories long predicted how polarons form, but now there’s proof.

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Apr 3 • 2:00 PM EDT • Science • yahoo.com
New research suggests the microplastics health risk may not be as bad as we thought

However, that's definitely not to say microplastics aren't still a big problem, study authors warn.

fastcompany.com logo
Apr 3 • 2:00 PM EDT • Health • fastcompany.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
Former Big 12 foes Baylor, Oklahoma clash in Crown semifinals

Former Big 12 rivals Oklahoma and Baylor will square off in the College Basketball Crown semifinals on Saturday in Las Vegas.

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Apr 3 • 1:28 PM EDT • Sports • cbssports.com
Brian Nathan pivots from upset win to governing sprint as potential rematch with Josie Tomkow looms

Nathan said the importance of representing roughly half a million constituents is not lost on him.

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Apr 3 • 1:08 PM EDT • Politics • floridapolitics.com
Politics Friday: 3 congressional candidates vying for their party's endorsement

Friday at noon, a check-in on the only Minnesota congressional race guaranteed to send a new person to Washington. MPR News politics editor Brian Bakst speaks with three candidates seeking to represent the 2nd Congressional District.

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Apr 3 • 1:00 PM EDT • Politics • mprnews.org
🙂 Positive (46%)
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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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