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Business is moving past the tech bro era and learning to value ‘real people, real places’

Also: All the news and watercooler chat from Fortune.

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Jun 24 • 5:27 AM EDT • Business • fortune.com
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Connections: Sports Edition today: Hints and answers for June 24, 2026, puzzle No. 639

Welcome to Connections: Sports Edition Coach — a spot to gather clues and discuss (and share) scores.

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Jun 24 • 12:00 AM EDT • Sports • nytimes.com
Uber lawsuit targets CEO, board over driver assault claims

Uber faces a lawsuit alleging CEO Dara Khosrowshahi and the board mishandled sexual assault claims.

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Jun 23 • 2:07 PM EDT • Business • businessinsider.com
VA’s top health official pushes IT overhaul to cut bureaucracy, boost veteran care

As VHA balances cost, disruption and rollout pace across its modernization portfolio, John Bartrum said he's tracking success on two fronts.

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Jun 23 • 1:54 PM EDT • Health • federalnewsnetwork.com
Stock sell-off: What top investing minds are saying about the chip rout

Top investors and market commentators say the brutal sell-off in the chip sector could be part of a broader rotation in stocks as AI mania cools.

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Jun 23 • 11:21 AM EDT • Business • businessinsider.com
The Sports Report: Dodgers defeat the Twins but lose two players

The Dodgers edge the Twins, but Kyle Tucker leaves the game with back spasms and Dalton Rushing with a possible concussion.

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Jun 23 • 7:25 AM EDT • Sports • latimes.com
Top Republican, 84, Ignores Health Crisis in New Statement

The octogenarian lawmaker has yet to explain his absence from Capitol Hill.

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Jun 22 • 10:10 PM EDT • Health • thedailybeast.com
Marvel's Wolverine Actor Confirms Role in GTA 6

A handful of actors have started confirming they have roles in Grand Theft Auto VI, including one of the stars of Marvel's Wolverine.

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Jun 22 • 9:39 PM EDT • Technology • ign.com
Atlanta businesses seeing benefits from international visitors, police presence during World Cup

World Cup fever is filling the stands at Mercedes-Benz Stadium, but just outside the gates, local businesses are seeing the impact up close.

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Jun 22 • 5:18 PM EDT • Business • cbsnews.com
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Four trades the Steelers should make before training camp

Four trades the Steelers should make before training camp begins.

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Jun 22 • 2:42 PM EDT • Sports • sports.yahoo.com
UM Health - Sparrow officials break ground on new $60 million facility

The project expands UM Health-Sparrow Lansing's presence along Michigan Avenue while also furthering along the end of the St. Lawrence campus.

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Jun 22 • 1:42 PM EDT • Health • lansingstatejournal.com
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The Supreme Court Is About to Decide Four Cases Defining Trump’s Power

Decisions involving immigration and power to fire government officials will help shape the president’s relationship with the court.

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Jun 22 • 11:30 AM EDT • Politics • wsj.com
Door may not be closed on 49ers trading Mac Jones

Mac Jones played well enough in the eight games he started for the 49ers last season that he would have had a chance to start for another team if he had been a free agent this year.

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Jun 22 • 9:56 AM EDT • Sports • nbcsports.com
Cowboys news: How Dallas can unlock Jaydon Blue

The latest Cowboys news

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Jun 22 • 7:00 AM EDT • Sports • sports.yahoo.com
California Gothic bus tour from New Theater Hollywood haunts the city

New Theater Hollywood's 'California Gothic: A Bus Tour' periodically invites riders to meet ghostly street performers and ponder the death of the California dream.

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Jun 22 • 6:00 AM EDT • Entertainment • latimes.com
Half of London firms report skills gap amid AI boom

Of the just over 2,000 business leaders surveyed, half say their staff have the necessary skills.

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Jun 22 • 1:06 AM EDT • Business • bbc.com
Science Museum Oklahoma celebrates Father's Day with free admission for dads

The Science Musuem of

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Jun 21 • 11:58 AM EDT • Science • okcfox.com
Ukraine spy and attack drones now bringing supplies to soldiers

Ukraine's front lines with Russia has become so dangerous that it wants to use as many unmanned systems as it can, including drones to carry gear.

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Jun 21 • 8:40 AM EDT • Business • businessinsider.com
Amazon's Prime Day has a problem: Almost everyone has Prime already

Amazon Prime Day has maxed out the addressable market for its membership, so it's changing its Prime Day strategy.

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Jun 21 • 5:21 AM EDT • Business • businessinsider.com
Will Dodgers Call Up or Trade River Ryan?

Elite strikeout numbers have River Ryan surging in Triple-A, leaving Los Angeles to decide if the rehabbing righty is a future rotation staple or the ultimate trade chip.

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Jun 20 • 2:00 PM EDT • Sports • sports.yahoo.com
Patriots TE Hunter Henry achieved rare PFF grading feat

Age is nothing but a number for New England Patriots tight end Hunter Henry, according to his latest PFF feat.

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Jun 20 • 10:00 AM EDT • Sports • sports.yahoo.com
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What a middle-class income means in every US state

A recent SmartAsset study revealed the income needed to be considered middle class in every US state. See where yours falls.

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Jun 20 • 9:36 AM EDT • Business • businessinsider.com
Grizzlies' Kentavious Caldwell-Pope, Wizards' Russell pick up player options for next season
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Jun 19 • 8:40 PM EDT • Sports • sports.yahoo.com
What is the Pickaway County Fair entertainment?

The Pickaway County Fair may be known best for its livestock judging, but there is so much more! The entertainment aspects to the fair are worth looking into.

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Jun 19 • 4:29 PM EDT • Entertainment • circlevilleherald.com
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Baptist Health Louisville hosts summer photoshoot for NICU babies

Baptist Health Louisville hosted a photo shoot for some of its youngest patients ahead of the summer.

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Jun 19 • 10:49 AM EDT • Health • wlky.com
Schwebel Baking Co. to wind down operations, liquidate its business

Founded in 1906, Schwebel’s is based in Youngstown and sells bakery products across Pennsylvania, Ohio and New York.

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Jun 19 • 8:32 AM EDT • Business • wpxi.com
Bourbon reps push for tariff reduction ahead of trade talks with India

Liquor industry leaders want U.S.-India trade talks to further reduce tariffs on spirits, including bourbon, to boost exports.

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Jun 19 • 5:00 AM EDT • Politics • spectrumnews1.com
California wealth tax sparks debate among billionaires, voters

A wealth tax proposal in California is running into left-leaning resistance, with critics arguing it's not a stable revenue source.

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Jun 18 • 6:01 AM EDT • Business • businessinsider.com
England’s World Cup Team Tries Sticking to Sports

The squad’s new coach, Thomas Tuchel, is less of a political figurehead than his predecessor. Will that help or hurt the team?

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Jun 18 • 6:00 AM EDT • Sports • newyorker.com
How Sweden’s far right went from political pariah to powerbroker

Once shunned by every major party, the Sweden Democrats have gone from political pariah to the heart of government.

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Jun 18 • 3:17 AM EDT • Politics • aljazeera.com
What smart people are saying about Kevin Warsh, the new Fed Chair

New Fed chair Kevin Warsh signaled a sweeping overhaul of the central bank, from forecasts and forward guidance to AI and operations.

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Jun 18 • 12:39 AM EDT • Business • businessinsider.com
Australian media turns Mike Grella’s ‘layup’ comment into World Cup storyline

With the United States and Australia set to face off in group play at the World Cup on Friday, comments from an American soccer commentator about the Australian national team have become a major storyline Down Under—even as the controversy has barely registered in the United States. It was CBS Sports Golazo commentator Mike Grella…

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Jun 17 • 8:00 PM EDT • Sports • sports.yahoo.com
Discovery Supercomputer’s First Applications Selected for Day-One Science

Scientific computing experts at the Department of Energy’s Oak Ridge National Laboratory (ORNL) have selected the first nine research projects that will run on Discovery, the nation’s next flagship supercomputer, slated for deployment in 2028.The projects will be developed through the Discovery Center for Accelerated Application Readiness (CAAR) program at ORNL’s Oak Ridge Leadership Computing Facility (OLCF).

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Jun 17 • 4:55 PM EDT • Science • newswise.com
‘I don’t think Donald Trump can even sell this deal’: Sen. Warner reacts to the U.S.-Iran memorandum of understanding
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Jun 17 • 4:51 PM EDT • Politics • cnn.com
Downtown Bellingham restaurant closing permanently after 12 years of business

The restaurant will close at the end of summer.

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Jun 17 • 2:10 PM EDT • Business • bellinghamherald.com
Fantasy Baseball: Scott Pianowski's 9 (favorite) mistakes for the 2026 season he's ready to learn from
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Jun 17 • 12:32 PM EDT • Sports • sports.yahoo.com
Kraft Group sues Foxboro over entertainment license fee for Gillette Stadium
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Jun 16 • 5:40 PM EDT • Entertainment • cbsnews.com
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Live results: Oklahoma midterm primaries

A combination of term-limits, retirements, aspirations for higher office and one high-profile presidential appointment have triggered a wave of open seats in Oklahoma’s state primary on Tuesday.

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Jun 16 • 3:30 PM EDT • Politics • pbs.org
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Knights wise to move on from Torts

John Tortorella was fine for the interim but it's time to give Ryan Craig his shot to be an NHL head coach .

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Jun 16 • 3:17 PM EDT • Sports • sports.yahoo.com
Anthropic’s Scare Tactics, SpaceX’s New Deal and Qualcomm’s Bargain | AI & Business for June 16

Plus, SpaceX’s Cursor deal, and AI struggles to replace stenographers

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Jun 16 • 12:05 PM EDT • Business • wsj.com
Video of Patriots rookie Gabe Jacas training surfaces amid controversy

With Gabe Jacas' contract status still in question, the rookie second-round pick is preparing away from the team for the 2026 season.

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Jun 16 • 1:29 AM EDT • Sports • sports.yahoo.com
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Central Shenandoah Health District reports rabid raccoon in Waynesboro

The Central Shenandoah Health District (CSHD) is notifying the community of a racoon found near Nottingham Lane in Waynesboro that tested positive for rabies last Friday.

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Jun 15 • 3:12 PM EDT • Health • whsv.com
Scientists Built a Tiny “Universe” And Watched Time Emerge From Chaos

Scientists created a miniature universe using 24,000 ultracold atoms where time emerges from entropy flow, potentially solving physics' biggest mystery.

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Jun 15 • 2:35 PM EDT • Science • yahoo.com
Lexington furniture store closing its doors after decades of business

A Lexington furniture store is closing its doors after operating for over six decades.

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Jun 15 • 8:22 AM EDT • Business • wkyt.com
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UFC White House post-fight press conference video

Justin Gaethje wins UFC lightweight title at UFC White House main event

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Jun 15 • 1:26 AM EDT • Sports • sports.yahoo.com
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Former Republican Senate Majority Leader Mitch McConnell hospitalized

A spokesman for former Senate Majority Leader Mitch McConnell said the Kentucky republican was admitted to a hospital on Sunday.

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Jun 14 • 4:45 PM EDT • Politics • npr.org
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We're at a turning point for heading off Alzheimer's disease

We're learning about risk factors we can do something about, just as we did decades ago with heart disease, writes Dr. Yogesh Shah.

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Jun 14 • 10:07 AM EDT • Health • desmoinesregister.com
‘The Cardinal Countdown: 84 Days Until Kickoff’

PAYTON COOK #84 Height: 6’1” Weight: 190lb Position: WR Class: Freshman Hometown: Akron, OH Summary: Brohm and staff wanted to go secure some weapons in the high school ranks in 2026, and Cook was high on the list of bolstering up the arsenal. A near consensus four star player, Cook chose the Cards over Miami, […]

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Jun 14 • 7:30 AM EDT • Sports • sports.yahoo.com
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49ers News: Training camp feels like a year away

Your daily San Francisco 49ers news for Saturday, June 13th, 2026

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Jun 13 • 5:00 AM EDT • Sports • sports.yahoo.com
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Redding’s downtown entertainment zone hits six months
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Jun 13 • 2:23 AM EDT • Business • krcrtv.com
Redding’s downtown entertainment zone hits six months
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Jun 13 • 2:23 AM EDT • Entertainment • krcrtv.com
EAST TEXAS POLITICS: Texas ag commissioner contacts White House over USDA screwworm handling

Sid Miller criticizes federal response to New World screwworm outbreak

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Jun 12 • 8:03 PM EDT • Politics • kltv.com
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With towing business, local man achieves dream

FAIRMONT – After several years honing his skills in and around the Fairmont area, Cameron Meyer has captured his dream by opening up his own business, CM Auto Repair and Towing. Meyer went to college for auto repair right out of high school, and has spent nearly 15 years working for multiple businesses in Fairmont. […]

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Jun 12 • 8:00 PM EDT • Business • fairmontsentinel.com
Didn’t get Charli XCX tickets? Hers’s where you can still buy them

Resale prices for the “Music, Fashion, Film Tour” start at around $100–$150.

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Jun 12 • 1:00 PM EDT • Entertainment • syracuse.com
GI Doctor’s 3 Favorite Cheap, High-Fiber Dinners to Boost Gut Health

In TODAY.com’s Expert Tip of the Day, a gastroenterologist and mom of two reveals the low-cost dinners she makes on repeat without ultraprocessed foods.

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Jun 12 • 8:00 AM EDT • Health • today.com
Scientists Discover a Strange Global Pattern in The Way Humans Walk

We're not as random as we think.

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Jun 12 • 7:00 AM EDT • Science • yahoo.com
Kayshon Boutte makes change with roster status in question

New England Patriots wide receiver Kayshon Boutte did not participate in competitive reps at Thursday's practice.

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Jun 11 • 5:47 PM EDT • Sports • sports.yahoo.com
Spurs join a growing list of notable collapses in sports history

The San Antonio Spurs have plenty of company in being on the losing end of a dramatic comeback. Matt Ryan and the Falcons losing a 28-3 lead against New England in the Super Bowl.

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Jun 11 • 2:22 PM EDT • Sports • apnews.com
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What Sean McVay looks for when Rams’ schedule is released

Sean McVay shared what he looks for first when his team’s schedule is revealed

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Jun 10 • 10:18 PM EDT • Sports • sports.yahoo.com
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Drake Maye says A.J. Brown gives Patriots missing element

New England Patriots quarterback Drake Maye is excited to play alongside star receiver A.J. Brown following the blockbuster trade.

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Jun 10 • 9:25 PM EDT • Sports • sports.yahoo.com
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Ex-Reno business owner indicted for allegedly embezzling $7.8 million from high-speed internet project

“Through multiple fraudulent schemes, the defendant clearly exploited trust to line his pockets,” according to an FBI official.

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Jun 10 • 9:25 PM EDT • Business • kolotv.com
French Quarter businesses struggle during construction as city launches support efforts

Businesses in New Orleans' French Quarter are facing reduced foot traffic and revenue due to construction projects, prompting the city to implement initiatives to help them stay afloat.

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Jun 10 • 7:39 PM EDT • Business • wdsu.com
Feel-Good Digital Publisher Upworthy Gets New CEO: Amanda Farrand, Alum of Imagine Entertainment and Hello Sunshine

Entertainment veteran Amanda Farrand has a new gig — where she’s in charge of sparking joy on the internet, and, ideally, making some money from it. Upworthy, a digital aggregator and producer of vira...

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Jun 10 • 5:00 PM EDT • Entertainment • yahoo.com
Mike Vrabel finally gives answer on Stefon Diggs, Patriots reunion

Patriots coach Mike Vrabel commented on the likelihood of the team pursuing a reunion with star wide receiver Stefon Diggs.

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Jun 10 • 1:10 PM EDT • Sports • sports.yahoo.com
How to tell if your dog is left-pawed or right-pawed, according to science

A step-by-step guide to the “Doginburgh Inventory,” a new pawedness test developed by dog behavior researchers

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Jun 10 • 11:56 AM EDT • Science • scientificamerican.com
Apple Struck the Right Notes With Its New AI Tools. Here's 4 Features I'm Excited to Try

Siri AI is the headline feature of WWDC 26, but there are more new capabilities I need to check out.

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Jun 10 • 6:54 AM EDT • Technology • cnet.com
Baltimore City files lawsuit against Agora Companies over deceptive business practices

Baltimore City is suing a global internet marketing and supplements company, alleging that it targets people, especially the elderly, with deceptive business practices.

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Jun 9 • 8:02 PM EDT • Business • cbsnews.com
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How to Heal People with Science Fiction

How to Heal People with Science Fiction: A new healthpunk movement aims to teach physicians to use their imaginations

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Jun 9 • 5:00 PM EDT • Science • nautil.us
From The Sports Desk: A raucous evening inside and outside Madison Square Garden

NBC News reported on the ground, as the New York Knicks played their first NBA Finals home game in 27 years. Plus, Canada’s Alphonso Davies is today’s World Cup spotlight.

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Jun 9 • 3:00 PM EDT • Sports • nbcnews.com
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How Employee Recognition Breaks Down as Businesses Grow — and How to Fix It Before It Costs You

Recognizing employees positively impacts engagement and the broader business culture. As businesses scale, leaders need a reliable way to deliver recognition in the moment. Here's how.

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Jun 9 • 1:00 PM EDT • Business • entrepreneur.com
Aaron Boone Praises Cody Bellinger After Yankees Game

Boone highlights Bellinger’s value after Yankees win.

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Jun 9 • 12:33 PM EDT • Sports • sports.yahoo.com
Charlie Crist grows fundraising haul to $1.6M, rolls out major vote-by-mail effort

The Crist campaign and its allied committee raised more than $330,000 from March 1 through May 31.

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Jun 9 • 4:15 AM EDT • Politics • floridapolitics.com
We can create the future of science right now

Paul Litvak is the founder and Executive Director of the Robyn Dawes Institute and a Visiting Scholar at UC Berkeley. He has a PhD in Behavioral Decision Research from Carnegie Mellon where he studied emotions and the sunk cost bias. Over 15 years in industry, he solved a wide range of challenging technical problems. At Meta he created models optimizing the ad review process. At Google he ran experiments to measure social influence. At Airbnb, he was a product manager leading machine learning teams optimizing search ranking and price suggestions. He also co-founded and led product at Rhythmic Health, a venture-backed biosensing startup, creating an accurate low cost system using a color changing strip and a smart phone to measure salivary lactate. The bottleneck At this point, it is uncontroversial to say that science needs to stop using the PDF article as the unit of knowledge and currency. The unbearable slowness of scientific publishing, the profit motive and margins: I’m not saying anything new. The PDF also sucks because it’s hard to extract structured information, which makes it hard to do evidence synthesis. As a result, we do much less evidence synthesis than is needed. And evidence synthesis ultimately undergirds most policy and medical decision-making. I can see second-by-second real-time odds for any sporting or newsworthy event, but a school board can’t see the best evidence on whether their 8th graders should be taught algebra. As a society, we don’t treat this as an important problem. Again, not controversial. Not only is the problem well understood, but the solution has already been laid out. What we need is AI-assisted living evidence synthesis - (1) an open knowledge graph of atomic claims, (2) claims linked to evidence, (3) assessment and synthesis of each piece of evidence, and (4) continuous updating with new data. What few realize (yet) is that the technical capacity to build this vision for a significant portion of science already exists. Not only that, scientists and startup teams are already building many of these components. I know this because I’ve been surveying the space and talking to many of the builders. There are some missing pieces: for example, evaluations of how well some of the components work. But at this point, most of what’s missing is a fully end-to-end working integration of all of these parts. In the rest of this essay, I’m going to lay out all the parts of a working living evidence layer for science and who is working on them, and propose concrete next steps for building this system. What’s now possible The diagram above outlines the components of a living evidence synthesis platform, including some of the teams working on each component1. Scientific PDFs are processed into claims with associated evidence. The evidence is subjected to a forensic audit, methodological evaluation and robustness and reproducibility checks. Finally it’s given a weight in a continuously updating synthesis. What follows is a description and status of each component and a few of the teams working on them. Document understanding The first thing you need to be able to do is turn an article into structured data. Mostly that means parsing PDFs. There are often multicolumn layouts that confuse non-specialized PDF to text processing libraries. For scientific papers, there is the added complexity of parsing formulas and tables and figures. This is a really hot area - there are startups offering APIs, and it seems like a new open source package gets posted to Github every few weeks. What follows isn’t exhaustive. A package called GROBID was the state of the art for a while, they didn’t update their package for nearly two years until very recently. In the meantime reducto.ai released an AI powered PDF extraction API, PaddleOCR became popular, IBM released a model called Docling, and both Mistral and Gemini created models and libraries. I also know of at least one other well-funded psychology research group working on a paper parser. By contrast, there are few open evals in this space, with no extensive evals for complex table comprehension in particular. Nonetheless, I’m confident this will be a solved problem soon, given the combination of LLM advances and developer interest. Hypothesis level extraction There has been increasing interest in comprehending the extracted text of papers and linking information to evidence for each hypothesis. A lot of work has already been done. Trialstreamer (Marshall et al. 2020) and RobotReviewer LIVE (Marshall et al. 2023) demonstrated automated extraction of trial population, intervention, and outcome at scale on clinical RCTs. PaperQA2 (Skarlinski et al. 2024) and Ai2 ScholarQA (2024) extended this to retrieval-augmented question answering with citation grounding. Elicit, Consensus, and SciSpace operationalized claim-level extraction for end users. OpenEval (Booeshaghi et al. 2026) is the most recent and most ambitious: 1.96 million atomic claims extracted from 16,087 eLife manuscripts using Claude Sonnet 4.5, grouped into ~299,000 results, with LLM evaluations showing 81% agreement with human peer review on a 2,487-paper subset. None of these solutions link claims to test-statistics, as you would need to evaluate randomized controlled trials. This is why I built the evidence.guide API - to extract hypotheses and associated test statistics from behavioral science papers. The best public eval of this kind of extraction I’m aware of comes from the recent SCORE project - they had humans code thousands of psychology papers to extract their claims by hand. It would be extremely helpful to the world if all scientific PDFs were available as structured open data. I’ve been working to make this happen, both directly at Berkeley and through coordination with large entities I can’t yet speak of; as hard as it is to do, I think it’s possible2. Forensic audit A lot of work has been done on forensic audit, but some gaps remain. Of course, for biology papers that rely on images for evidence, there are a variety of tools (notably Proofig and ImageTwin) to spot anomalies. These are still well short of what sleuths like Elizabeth Bik can do on her own, but these tools are constant companions among fraud analysts. There’s someone working on auditing Excel files for anomalies, and a number of teams are automating numerical checks like GRIM and SPRITE, including Scrutiny project, the INSPECT-SR team as well as statcheck. The regcheck team is building a way to use AI to compare preregistrations to analyses in papers, to ensure there aren’t significant deviations. Nonetheless, there are many other kinds of anomalies to screen for, both public and less publicly known. And there are no formal evals for anomaly detection that I’m aware of. Still, there’s a lot to draw from in this space and I’m pretty certain we will be able to scan papers for most kinds of obvious anomalies in the near future. Methodological review This area has been white hot, though I fear for many of the startups in this space, because this capability may become commoditized. There are at least six different AI peer review companies, including Refine.ink, Reviewer3, ReviewerZero.ai, Q.E.D. Science, Paper Wizard, and Isitcredible. Coarse (a pun on refine) was also recently created as an open source alternative. These systems provide qualitative feedback on the content of papers, spotting methodological weaknesses and mathematical errors. They seem to work pretty well, and many academics report bitterly that they exceed the average quality of typical peer reviewers. But there are few evals here either. What evals exist so far involve using LLM-as-judge (circularity problems abound) or comparing against human reviews of questionable quality. What you’d ideally want is an eval that measures capturing known errors in papers3. Reproducibility and robustness Another active area has been using AI agents to automate computational reproducibility4 and robustness5 checks in papers that report numerical results. For more recent papers where data and code are available, AI agents can see whether they can re-run the analyses and produce the numbers reported in the published paper. In addition to a handful of individual academics who have been experimenting using Claude Code for this, the Institute for Replication is a leading group working on building an end to end system. The evals related to this problem are the most mature, with CORE-Bench (Siegel, Kapoor, Narayanan 2024) and PaperBench (OpenAI 2025) available to benchmark agents on this task. There is also work on getting AI agents to test alternative ways of analyzing the data to ensure the results are robust to small analytic design choices. Synthesis This is the most underdeveloped area where significant investment is required. Although some automated evidence synthesis systems exist — for example, otto-sr is building an AI agent to write systematic reviews — none of these incorporate the full range of paper level signals to weight evidence appropriately. Nor is there anything like an eval or a gold standard for a good systematic review. Arguably Cochrane reviews are the closest we have to gold standard human systematic reviews, though I’ve heard academics in the know complain about their uneven quality. A key question for a synthesis platform is how to weight anomalies and methodological issues in assessing the quality of a piece of evidence. This is an unsolved problem and one I’m very keen to work on. Continuous updating There are many pieces of basic infrastructure available for monitoring for new research and initiating updates. OpenAlex is the current open citation graph. Retraction Watch integrated into Crossref in October 2023. Scite tracks how citations support, contrast, or mention prior claims. The Living Evidence Network demonstrated continuous-update workflows in clinical guidelines. Engineering this is a relatively straightforward task. When you look over this technical architecture and all the progress being made, it’s hard not to be optimistic that a living guide to scientific evidence will be built. The stakeholders are ready The social infrastructure for this is starting to coalesce — it’s not just a pie in the sky academic exercise to imagine this coming into existence. Institutions like the Center for Open Science, the Institute for Replication, the INSPECT-SR, the Living Evidence Network and more are all working on scaling work to improve research quality. Funders are also aligned. The Sloan Foundation has funded living evidence work through COS. Coefficient Giving supports the Institute for Replication and COS. The Astera Institute and the Institute for Progress have shown interest in this space. NIH has established an Office for Replication and Reproducibility. Although there are (very unfortunately) serious headwinds in science funding generally, there is an active group of funders interested in metascience. A brief word about what I’ve been doing at RDI. First, as a Visiting Scholar at Berkeley I’ve been actively figuring out how a non-profit and a public university can conduct and make public the results of large-scale academic article data mining. With some of the money I raised from donors, I commissioned a legal analysis of recent case law and publisher text data mining (TDM) agreements in order to understand whether a massive open data mining of academic articles is possible (with caveats, it is). I’ve also been working to bring together stakeholders in this space, and identify gaps. I’ve also been doing some software development in this space, with more to come. A pilot proposal The assumption undergirding all of this is that an AI, given all this information, would make the right judgment about a scientific claim with lots of conflicting evidence, weighing all the factors appropriately. That’s the hypothesis we need to test. Randomized control trial research is the best place to focus on first. RCTs are used to make many of the important decisions in society - from medical trials to public policy changes. And they use a relatively uniform set of inferential statistics with lots of known and available diagnostics. Behavioral science experiments, within the broader realm of RCTs, should be first used as a testbed whose results can be generalized. Because behavioral science is at the vanguard of open science practices, replications abound (there are thousands of them) to serve as ground truth training data. Key Hypothesis Therefore the pilot would test, in behavioral RCTs that have been replicated, whether the quality of evidence for a claim can be used to accurately predict whether that claim will replicate. Secondary Hypotheses Compared to claims that replicated, non-replicated claims demonstrate a greater share of forensic anomalies in their source literatures. Hypothesis level claim and statistic extraction is accurate enough to scale living evidence without onerous human review costs. Replication prediction is more accurate than prediction markets6 or journal prestige. If all the different quality signals we gather do accurately predict which studies will replicate, then we can use that model to score evidence to power the living evidence layer. Why this is informative regardless of outcome If the pilot succeeds, the architecture extends to medical RCTs (where Living Evidence already operates and integration is mostly about claim representation), then to slices of basic biology with stable replication structure. If it fails, the field learns which quality signals are load-bearing and which ones metascience has oversold. Either result is a contribution to knowing what the literature supports. Implications for funders Because this burgeoning ecosystem of builders already exists, a well-informed philanthropic or government funder could play a crucial catalyzing role in bringing this future about. They could play at least three roles: creating open structured datasets, publishing open benchmarks and incentivizing the solving of key technical challenges. First, open archives of papers that the government maintains, like PubMed, could be turned into structured data amenable to large scale metascience and claim aggregation. I know the US government already has an interest in doing this, though some key open questions remain unanswered. How do you determine the best models and systems for accurately extracting information from papers? How can you establish a robust way to allow researchers to flag errors and correct them? And finally, how do you create a legal regime in working with publishers to maximize the scope of available papers? For the latter, a university or a private philanthropy may be better positioned to make structured data publicly available under journal subscription terms or fair use. Philanthropists or government funders could also coordinate to create or commission benchmarks that evaluate whether important problems have been solved. For example, an open benchmark for claim extraction from a range of different scientific article types would be extremely helpful. Ensuring the underlying data are accurate is vital for creating these evaluations. I’ve discussed opportunistically using various human-created datasets for this purpose, but a consistent problem is that errors in human data make it difficult for them to serve as a gold standard. Finally, with structured data and benchmarks available, the government or private philanthropy could use them to incentivize groups to develop machine learning systems that meet these benchmarks. Prizes are one potentially valuable tool for this. For example, you could establish a prize for a system that accurately updates a living meta-analysis for a small set of claims. Prizes are particularly useful as signals of problem importance, and can help create vibrant ecosystems of public and private research—see, for example the role the government played in kickstarting the current work on nuclear fusion. Conclusion The drawbacks of the current scientific publishing system are known. Scientists agree, metascientists agree, philanthropists agree: the published PDF plus citation graph isn’t the right substrate for maintaining a representation of the evidence base in science. The pieces needed to build the alternative either already exist or are rapidly taking shape. The community is forming around exactly this problem, with concrete partnerships and shared infrastructure. A pilot should start on behavioral science RCTs because that’s the slice of empirical science most amenable to legibility, where replication ground truth is richest, and where the failure modes are best documented. What’s been missing is the galvanizing mission to assemble these pieces into something that works. That’s what I’m proposing to build. *** 1 I have a broader field map that I’ll release publicly soon. This is me, building in public! 2 If this is something that you are excited about, please reach out and talk to me. 3 More on this very soon too! 4 This tests whether, given the code and the data, you can get the same statistics as reported in the published paper. 5 This tests whether the results are the same as a paper’s given alternative analytical decisions in conducting the analysis (like outlier omission). Closely related is the idea of a “multiverse” where you come up with many different ways of answering the same underlying research question with the same data, and test whether the results hold in all those alternative methods. There’s been work on the latter as well. 6 Some of the replications, e.g. those from the SCORE project, had paired the experiments with forecasts from prediction markets. So we get to look at this for free.

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Jun 8 • 4:44 PM EDT • Science • goodscience.substack.com
Healthcare Highlights in the New State Budget - Empire Center for Public Policy

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Jun 8 • 8:08 AM EDT • Health • empirecenter.org
No Knicks watch parties outside MSG for Game 3, NYPD says

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Jun 8 • 6:45 AM EDT • Sports • ny1.com
GE HealthCare gets FDA OK for radiation treatment AI tool

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Jun 8 • 6:15 AM EDT • Health • chicagobusiness.com
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Jun 7 • 2:19 PM EDT • Sports • sports.yahoo.com
Former WOWT sports director inducted into Omaha Press Club hall of fame

Congratulations, Ross!

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Jun 7 • 11:57 AM EDT • Sports • wowt.com
Reds Bullpen

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Jun 7 • 11:23 AM EDT • Sports • sports.yahoo.com
Williams Toyota Lift celebrates 80 years

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Jun 7 • 6:25 AM EDT • Business • cantonrep.com
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Former Auburn, Oregon star Bo Nix named ASWA Pro Athlete of the Year

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Jun 7 • 6:00 AM EDT • Sports • al.com
'Talk of the Town': Voters asked about Democratic politicians’ controversial pasts

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Jun 6 • 10:05 PM EDT • Politics • foxnews.com
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Israeli forces kill a Palestinian infant in the occupied West Bank, say health officials

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Jun 6 • 4:58 AM EDT • Health • thehill.com
Working through unprocessed trauma: Mental health expert speaks on emotional challenges men face

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Jun 5 • 2:53 PM EDT • Health • kcra.com
Five Dems in June 23 primary for Lawler seat make their closing case

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Jun 5 • 10:02 AM EDT • Politics • lohud.com
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WNBA games today: Schedule, times, how to watch for June 5

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Jun 5 • 6:13 AM EDT • Sports • usatoday.com
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Mike Leach changed football. That’s only Hall of Fame stat that matters

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Jun 5 • 5:04 AM EDT • Sports • usatoday.com
India vs Tajikistan FIFA friendly; Hariharan-Arjun in Indonesia Open QF: Indian Sports LIVE, June 5

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Jun 4 • 10:46 PM EDT • Sports • espn.com
Milwaukee Health Department monitoring 3 for Ebola

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Jun 4 • 8:49 PM EDT • Health • wkow.com
Cardinals release K Josh Karty, sign DB Isaiah Oliver
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Jun 4 • 4:07 PM EDT • Sports • sports.yahoo.com
Music Producer’s Widow’s Drops Royalties Suit vs Amaru Entertainment

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Jun 4 • 11:42 AM EDT • Entertainment • mynewsla.com
Wisconsin Badgers pushing to complete another massive 2027 commitment flip

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Jun 4 • 11:13 AM EDT • Sports • sports.yahoo.com
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Patriots OT Will Campbell delivers humble reality check to critics

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Nottingham Forest Eyeing Move for €45m Juventus Forward

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Patriots star defenders' initial reactions to A.J. Brown joining team

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Jun 3 • 4:22 PM EDT • Sports • sports.yahoo.com
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Mariners Get Cal Raleigh Update After 18 Missed Games

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Jun 3 • 2:20 PM EDT • Sports • sports.yahoo.com
Some of the biggest U.S. sporting towns decided not to host any World Cup games, fearing a ‘major financial burden to our cities’

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Jun 3 • 12:36 PM EDT • Sports • fortune.com
Astros Prospect Report: June 2nd

See how the prospects performed last night.

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Jun 3 • 10:30 AM EDT • Sports • sports.yahoo.com
Culpeper Police Department

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Browns GM Andrew Berry explains decision to trade Myles Garrett

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