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Former Ohio Rep. Brad Wenstrup launches new health care advocacy coalition
Wenstrup said the coalition will lobby for policies that improve patient access, protect U.S. innovation and preserve free and fair markets.
I went to Coachella and masqueraded as an influencer for 48 hours. Unfortunately, it was amazing.
Some people say the California music festival has lots its magic. Maybe it has, but it's still a spectacle.
A low-cost with a cult following is getting its first business class
Launched in 2003 out of the Leeds Bradford Airport (LBA) in northern England, the British low-cost airline Jet2 went unexpectedly viral in the summer of 2025 over an earlier commercial for its package holidays. The cheerful tune alongside the tagline "Nothing beats a Jet2 holiday" became a meme and ...
Unfinished business@ChicagoHoundsRugbyMLR vs @TheNewEnglandFreeJacks
7 meetings. 2 Conference Finals. A one-point classic 📺 Sunday 4 PM ET ESPN+ | 🎟️ https://bit.ly/MLRMusicCity
The return of power politics to the market: theory and practice of the geoeconomic zeitenwende
Descriptions, explanations, and recommendations regarding foreign policy as well as foreign trade policy increasingly refer to the concept of geoeconomics. In fact, the use of economic and technological measures in foreign policy practice is becoming more frequent and intensive, especially in those countries that have the necessary resources of power at their disposal, such as […]
Gov. Ron DeSantis orders flags at half-staff to honor Nancy Metayer Bowen
Metayer Bowen was shot and killed at her home April 1. Her husband faces murder and evidence-tampering charges.
High school sports top performers from Wednesday went above and beyond
They put up huge days at the plate, on the mound and at the net. Here are Wednesday's 19 high school sports top performers.
Alabama Football 2026: Meet the New Special Teamers
Alabama went with a full overhaul after a rough special teams outing in 2025
Deadline Hollywood
CBS Entertainment President Amy Reisenbach explains why they went with 'NCIS: New York' and did not consider picking up 'Tony & Ziva' for next season. Read more below.
What to know about OU football player Owen Heinecke’s lawsuit against the NCAA, Thursday hearing
An emergency hearing will be held Thursday morning for OU linebacker Owen Heinecke’s preliminary injunction lawsuit against the NCAA for an extra year of eligibility.
City, business leaders agree: Spring break went smoothly on South Beach
This was the third straight spring break without a major incident.
Who is Sam Altman Molotov cocktail suspect Daniel Moreno-Gama?
Before his arrest at OpenAI's headquarters, Daniel Moreno-Gama lived in a quiet Houston suburb, worked at a pizzeria, and went to community college.
Owen's Mia Roland powers Week 8 girls spring sports top performers
Owen's Mia Roland hit two home runs, bringing her to 10 and leading the list of Week 8 WNC high school spring sports girls top performers.
I went from 6' to 2'8" when I was amputated below the belly button — I only cried about one thing
NBA play-in: Heat's Bam Adebayo leaves with back injury after Hornets' LaMelo Ball grabbed his ankle on fall to ground
Ball wasn't called for a foul, and Erik Spoelstra's pleas for a replay review for a potential flagrant foul went unheeded.
Man fatally stabbed in New Cross after business deal 'went sour'
Ayowale Aladejana was killed after the couple accused of his murder drove to his home, a court hears.
I'm a New Yorker who went to Seattle for first time, what surprised me
I was surprised by free bananas, cheap train travel, and hilly streets during my first trip to Seattle.
Dear Abby | Ready to bail on first post-college job
Dear Abby: I'm struggling with what to do about my first job out of college. I've been here for four months, and while I expected a learning curve, I didn't
Joey Fatone lost power to his house on Christmas because he couldn't pay the bill: 'I was asking people for money' (exclusive sneak peek)
Joey Fatone reveals in an exclusive 'Boy Band Confidential' sneak peek that the power company shut off his lights on Christmas when he was near bankruptcy. 'I had family over at my house. Good thing I had the water, but the power just went pew,' he tells EW.
Shades of Ferguson but Carrick needs a response
Michael Carrick seemed to be taking a chapter out of Sir Alex Ferguson's play book with his ferocious attack on the decisions that went against Manchester United last night. The big question is how will they respond?
Ketchup Entertainment Names Qube Wire As Primary Distribution Partner for Expanding Theatrical Slate, Led By Wide Release COYOTE VS. ACME
Ketchup Entertainment has appointed Qube Wire as its primary digital distribution partner across its expanding theatrical slate, led by Coyote vs. Acme, the company’s largest release to date, set for a nationwide wide rollout this summer. The slate will be immediately followed by Rolling Loud, starring Owen Wilson, Matt Rife, and Travis Scott, further cementing […]
Leeds grab lead at Old Trafford inside five minutes 💥
Leeds United really couldn't have asked for a better start to Monday's match against Manchester United at Old Trafford. Seconds after kick off, the visitors almost went 1-0 up after Dominic Calvert-L...
VA launches new EHR at four Michigan medical centers
The new federal electronic health records system went live at facilities in Ann Arbor, Battle Creek, Detroit and Saginaw. The Department of Veterans Affairs also says it is staffing up to support implementations of the long-beleaguered Oracle Health EHR.
Jeanette Gowen Cook named 2025 AAAS fellow
The American Association for the Advancement of Science selected the UNC School of Medicine professor for the prestigious honor.
Sam Wang, Politician-in-Training
The neuroscientist went from analyzing elections to running for Congress. But can this rookie win over New Jersey locals—and Trump voters?
Arsenal's teetering title challenge
Arsenal's shock 2-1 defeat by Bournemouth at Emirates Stadium means Mikel Arteta's side have picked up just 70 points from 32 games this season. The last Premier League champion to have as few points with six games left to play was Leicester City on 69 points in 2015-16. Only three teams in the last 22 seasons have had as few points at this stage of the season and went on to win the title - Manchester United in 2010-11 (69 points), Manchester City in 2013-14 (70 points) and Leicester City in 2015-16 (69 points).
Andrew Abbott discusses Reds loss to Angels
Reds starter Andrew Abbott went three-plus innings in the Reds' 9-6 loss to the Angels on April 12.
Christian Yelich leaves Brewers' game against Nationals with hamstring tightness
Christian Yelich left the Milwaukee Brewers' game against the Washington Nationals on Sunday with tightness in his left hamstring. It wasn't immediately clear how Yelich got hurt. He was the designated hitter and went 0 for 2, hitting grounders each time.
I chased pro bowling while working fast food. It paid off.
Kyle Troup went from working at Wendy's to earning nearly $500,000 in a record-breaking bowling season and building financial security.
Does the moon look the same from everywhere on Earth?
The moon's orientation changes quite dramatically across time and between places, largely due to differences in perspective.
Athletics finding reasons to celebrate while Mets looking for answers
The Athletics went viral with a new home run celebration Saturday as they locked up a winning road trip to New York.
Seniors: Carol Watson, 72
Owner of Carol Watson Greenhouse and Landscaping in LaFayette enjoys her growing business — still puts in six-, seven-day weeks By Mary Beth Roach Carol Watson, the owner of Carol Watson Greenhouse and Landscaping, has been in gardens since she could walk. Literally. She said she learned to walk in her grandfather’s garden, which was next door to her current home and business in LaFayette. Today, at 72, she is running the business that her mother, Claire, opened in 1981 as Watson Greenhouse. Watson worked part-time for her mom until 1990, when she joined her full time. While she may not have had any formal horticultural experience, she said she learned so much about growing and raising plants from her mom, who had an abundance of energy and talent. Now, after 35 years in the business full time, Watson has no plans to retire, although she joked that she’d like a couple of days off a week. On her seven-acre site, complete with four greenhouses, Watson said her favorite parts of the job are working with and educating her customers; helping some of her young customers build terrariums; conducting occasional class field trips; and supporting local art by decorating the shop with an eclectic mix of pottery from at least four area craftspeople. A one-time employee of the former Dey Bros. department store in Syracuse, Watson said she loves merchandising and enjoys displaying unique pieces of art on shelves and even suspending from ceilings. “We’re creative. We also had top quality plants. We got a reputation of quality plants and unusual products,” she said. It’s tending to her customers and her plants, showcasing the unusual products, and hosting special events to benefit the community that keep her motivated to work six to seven days a week. “I just love it. I love taking care of the plants. I’m one of the few people that really enjoys watering,” she said. And while she has cultivated a solid customer base over the years, she remains savvy in her marketing efforts to draw in new customers. For example, she does a gardening segment on CNY Central television; her active Facebook page has thousands of followers; and she hosts a number of unique events and classes that not only introduce her shop to potential new clients, but some benefit nonprofits as well. About 13 years ago, when the local symphony orchestra was struggling, she said she wanted to help. So, partnering with the group, she began offering concerts, called Soirees, featuring the Syracuse Orchestra’s string quartet. Following up on a suggestion from a customer whose brother is a deejay in retirement, specializing in sock hops, she hosted the greenhouse’s first sock hop. Plants got moved back toward the walls to make room for dancing; a caterer was brought in, offering diner-like food; guests came in period outfits; and proceeds went to the Food Bank of CNY. She is excited about doing it again in October. Via her website, she promotes the greenhouse as an “oasis in the snow,” offering visitors the opportunity to pick up some decorating and gift ideas while taking in the floral and citrus scents. And she also caters to her four-legged friends. Over this past winter, she said, she came up with a “brilliant idea,” although at the time she didn’t appreciate just how brilliant it would become. Feeling it too cold outside to take her dog for a walk, she opted to bring it into the greenhouse. And before long, she was inviting people to bring their dogs into the big greenhouse as well. She looks forward to extending that invitation again this upcoming winter season. For Watson and her customers, the greenhouse is always in season.
Green Bay Packers 2025 run defense review: What went wrong
Part 1 of 2 reviewing the Packers 2025 defense.
Nancy Guthrie Update: ‘Something Went Very Wrong’ in Kidnapping, Expert Says
Ann Burgess, the inspiration for a ‘Mindhunter’ character, also listed retaliation and revenge as possible motives for Guthrie’s abduction.
Dear Abby | Eye exams can save more than your vision
Dear Abby: I'm an ophthalmologist, a physician who specializes in medical and surgical eye care, and I'm hoping you can help me debunk a common myth about eye health. Many
Canadian politician goes viral for using sprawling LGBT acronym critics compare to a Wi-Fi password
A Canadian politician's use of the lengthy acronym MMIWG2SLGBTQQIA+ during public remarks went viral, with social media users comparing it to a password.
How JD Vance went from well-known foreign war skeptic to the public face of peace talks with Iran
Vice President JD Vance will travel to Pakistan to helm talks aimed at solidifying the fragile truce between the US and Iran — and in the process, elevate himself as the key peacemaker within an administration that has devoted its last several weeks to war.
'Losers.' Trump jabs MAGA media figures critical of his Iran threats
The president slammed Tucker Carlson, Megyn Kelly, Candace Owens and Alex Jones, who raised concerns about the president's threats against Iran.
A junior hit 2 home runs and went the distance in the Hahnville-Mount Carmel softball game
The Hahnville-Mount Carmel softball winner was led by a junior's two-way impact
Michael Owen raises $93K in Q1, widening fundraising lead in HD 70 race
Owen’s latest report continues a steady upward trajectory in his fundraising operation.
Nancy Guthrie Update: Detective Believes Captor ‘Underestimated’ Her Health, Had to ‘Dispose’ of Her
It’s been over two months since Savannah Guthrie’s mother, Nancy Guthrie, went missing, and a detective believes whoever took her underestimated the 84-year-old’s health. During the Tuesday, April 7, ...
Wendy Loretto Takes Helm at Glasgow’s Adam Smith Business School With Global Ambitions
Wendy Loretto becomes head of Glasgow’s Adam Smith Business School, outlining plans to boost global visibility, expand partnerships, and shape the future of business education.
Patriots draft profile: Jeremiah Wright resembles Mike Onwenu at guard
Wright is a powerful guard option on Day 3.
Tulane A.B. Freeman School of Business soars in new U.S. News rankings
Tulane's School of Business climbed significantly in this year’s U.S. News rankings. Here’s how much they went up by.
Motorola slapped sudden price increases on the Moto G series right after its new model went live
It looks like Motorola went in and increased the price of several Moto G (2026) models right after the literally...
Entire Human Populations Vanished 3,000 Years Ago. Scientists Figured Out Where They Went.
The population drop opened the door for outsiders to repopulate with new demographics and cultures.
ASUS Resorts To Deceptive Practices, Raises The Prices Of Its Snapdragon X2 Elite Laptops Shortly After Reviews Go Live
Almost immediately after views of ASUS’ Snapdragon X2 Elite Extreme and Snapdragon X2 Elite laptops went live, the company raised prices
Brawl breaks out between Braves pitcher Reynaldo López and Angels slugger Jorge Soler
“I asked him if everything was OK and the answer he gave me, I didn’t like it,” Soler said through a translator, according to MLB.com. “That’s why I went out there.”
The Boundless Deep: Young Tennyson, Science, and the Crisis of Belief by Richard Holmes
Pantheon Review by Walter Cummins The image of Alfred Tennyson I’ve carried for decades goes back to the childhood card game of Authors that depicts him with a stately continence sharpened by a jutting black beard. He’s formidable, his aura superior. Holmes opens his biography of the youthful Tennyson by describing the similar formality of the imposing Tennyson statue at Trinty College Cambridge, sharing the honor with other Trinity greats, including Isaac Newton, Francis Bacon, and Thomas Babington Macaulay. Holmes doesn’t want to chip away at that statue but rather reveal its inner youthful core of the man—tall, handsome, and talented but unformed, emerging from a disturbed family of addicted or insane male siblings and four unusual sisters struggling under a violent alcoholic clergyman father. Alfred was certainly statuesque, but would he end up a block of unformed stone like his equally promising brothers? He was youngest of three equally regarded Tennyson brothers at Cambridge, all bright, handsome, and talented, in fact Alfred regarded by some as less promising than his elders who also wrote poetry. Yet Alfred wrote one of his major poems, “The Kraken,” at twenty, revealing both his talent, his interest in geological forces, and the haunting creature that embodied his anxieties. While Holmes focuses on Tennyson of the 1830s and 1840s, he can’t tell his story without exploring his involvement with the Victorian intellectual upheaval. Tennyson was fascinated by new scientific perspectives, following the latest findings as soon as books and articles were published. He was especially taken with Charles Lyell’s deep studies of geology and the discovery of fossils and a timeline of the planet’s development that did much to question fundamental religious assumptions. The impact of these discoveries is reflected in Tennyson’s poetry and led to the crisis in belief he shared with so many contemporaries. He was especially taken by the cycles of destruction and renewal that informed the struggles he confronted in In Memoriam, Maud, and Idylls of the King. Tennyson was only one of the eventual major figures at Cambridge at the same time, young men just beginning to realize their potential. Charles Darwin was at Christ College, although there is no evidence that he and Tennyson even met as students or later in life. Yet evolution became significant in Tennyson’s thinking and the issues of his poetry. One of Tennyson’s best and most important Cambridge friends was Edward FitzGerald, who became the translator of The Rubáiyát of Omar Khayyám and in their on and off relationship served as Tennyson’s harshest critic. FitzGerald was also a friend of the novelist William Makepeace Thackeray, the two of them partying in Paris as undergraduates. That connection led to a friendship between Thackeray and Tennyson. Others who came to play significant roles in Tennyson’s life were Thomas Carlyle, the Brownings, and the Pre-Raphaelites. Tennyson’s deepest friend at college was Arthur Hallam, who at twenty wrote a glowing review of Tennyson’s first poetry collection, travelled on European adventures with him, and fell in love with his sister Emily. Hallam was also regarded as one more very promising Cambridge student. His sudden death at twenty-two in Vienna from a stroke while travelling with his father devastated many friends, but perhaps Tennyson most of all. He did not write immediate poems of grief but took years to compile those collected in In Memoriam A.H.H., published in 1850, almost twenty years after Hallam’s death For all of Tennyson’s early poetic successes and successes, Holmes reveals him as an often troubled young man suffering periods of depression, fearing planetary upheaval, concerned about supporting himself, disappointed in romances, and worried that he would inherit the family’s mental illness tendencies. Yet despite his seeming withdrawals, he was always writing poetry that he kept private and would not let go, constantly revising. 1850 became a transformative year for Tennyson. He finally consented to publishing In Memoriam with a last-minute prologue that acknowledged God and perhaps convinced the religious Emily Sellwood to marry him after years of pursuit.. He opened up to Emily, revealing his struggles with fears of depression and “weird seizures.” The devastating event of that time was the stillborn death of his unnamed first son. It shook him, but Emily’s faith brought them closer and convinced him to believe in an afterlife. Two later sons survived. With the death of William Wordworth in April of 1950, Tennyson was named poet laureate at age forty-one, reluctantly accepting. It’s as if Tennyson’s life split in half in that year. He lived another forty years, now a recognized success, with the prestige of being an official poet writing patriotic verse, wealthy and revered, no longer the insecure young man seeking an outlet for his immense talent. He earned a place in the Authors deck, now dignified and in 1884 elevated to the peerage as Arthur, Lord Tennyson. Richard Holmes is the author of twenty previous books on the Romantics and Victorians, several of which received awards. The Boundless Deep was shortlisted for the 2025 Baillie Gifford Prize for Non-Fiction. He captures the complex vicissitudes of Tennyson’s youth, illustrated by frequent excerpts from the poetry, placing that life in the full context of the shattering discoveries that led to an upheaval of thought in the Victorian age.
Experts reveal hidden link between poor sleep and Alzheimer's disease risk
A new study links tau pathology to disrupted sleep in Alzheimer's disease. Sleep expert Dr. Wendy Troxel discusses how critical sleep is for brain health.
Woman, 70, Gets Intense Facelift After Life-Threatening Health Scare. Now She Looks 30 Years Younger (Exclusive)
A 70-year-old woman nearly died from a bilateral pulmonary embolism, which sparked her weight loss journey. She then underwent a dramatic plastic surgery transformation that "took off 30 years" from her appearance.
FTI Consulting Adds Three Leading Mining and Resources Business Improvement Experts
SYDNEY, April 06, 2026 (GLOBE NEWSWIRE) -- FTI Consulting, Inc. (NYSE: FCN) today announced the appointments of James Chapman, Steve Dyson and Franz Wentzel as Senior Managing Directors in its Australian Transformation practice, bringing their experience as former global heads of Big Four accounting firm mining practices to help clients realise their full value potential. The appointments of Mr. Chapman, Mr. Dyson and Mr. Wentzel continue the firm’s growth of its Transformation – Mining team, fo
Microsoft says Copilot isn't just 'for entertainment purposes'
Microsoft said it will update the terms of use for Copilot after they went viral.
Microsoft says Copilot isn't just 'for entertainment purposes'
Microsoft said it will update the terms of use for Copilot after they went viral.
'Brady Bunch' star Eve Plumb details 'sweet' but unsuccessful date with onscreen brother Christopher Knight
'Brady Bunch' star Eve Plumb recalls the 'sweet' date she and onscreen brother Christopher Knight went on after the sitcom ended in 1974: 'Any attempts at making out that evening ended with laughter.'
VHC Health development plan faces pushback at environmental meeting
A proposal for a new behavioral health center on S. Carlin Springs Road is facing pushback on environmental impacts and effects on the surrounding neighborhood. Misgivings about the 146-bed, 131,000-square-foot development proposal from VHC Health and Lifepoint Health made their way into discussions at the March 26 meeting of the county's Forestry & Natural Resources
What a Decades-long Study of Arsenic Poisoning Can Tell Us About Human Health
Columbia researchers have spent over twenty-five years promoting access to clean water in Bangladesh — and investigating the impacts of contaminated aquifers.
West Ham analysis: Opportunity missed after dramatic fightback
With West Ham sitting 18th in the Premier League, in the relegation zone and in danger of dropping to the Championship, this was a glorious chance for the players to give the supporters a day out at Wembley. Bowen had a shot saved following a bright run by Adama Traore, but it was no surprise when Leeds went ahead. Fernandes followed up after Bowen hit the post and then Disasi steered in Traore's cross.
Matches To Make After UFC Vegas 115
UFC Vegas 115 went down last night (Sat., April 4, 2026) inside Meta Apex in Las Vegas, Nevada, which saw Renato Moicano submit Chris Duncan in the second round in the headlining bout (see it again here). In the co-featured bout, Virna Jandiroba defeated Tabatha Ricci via unanimous decision, while Tommy McMillen had himself a […]
Canadiens clinch playoff spot for second consecutive season
The Montreal Canadiens wrapped up their second straight playoff spot Sunday when Detroit fell 5-4 to Minnesota, making them the first Canadian team to secure a postseason berth. Last season, Montreal took the final spot in the Eastern Conference before falling to Washington in five games in the first round. Montreal went into its game Sunday night against New Jersey second in the Atlantic Division.
Miami Archbishop Thomas Wenski urges action on delayed mental health facility in Miami-Dade
The Vibe Coding Effect? Apple’s App Store Saw 84% Jump in New Apps in Quarter
For much of the last decade, the number of new apps launching in Apple’s App Store each year went into a tailspin, falling a whopping 48% between 2016 and 2024, according to data from research firm Sensor Tower. At least that was the case until last year. In 2025, the number of new apps that ...
I let Gemini in Google Maps plan my day and it went surprisingly well
Tired: tokens. Wired: tacos.
What Happened To Zenith TVs? Why The American Brand Disappeared
At its height, Zenith was a premier American TV manufacturer well known for top-of-the-line sets. So, what went wrong that caused the brand to disappear?
Double Take -- Sisco: America needs universal health care
Since the Affordable Care Act went into effect in 2010, millions of people were able to purchase health insurance. For many of these folks, though, making the monthly payments has
Braves News: Atlanta falls to Michael Soroka, Owen Murphy, more
Atlanta Braves news and notes from Saturday
I watched The Godfather again at 64 and cried — not because the movie changed, but because I finally understood that the films we watched in our twenties weren’t just entertainment, they were instruction manuals for masculinity, family, and honor that shaped every major decision I ever made
Last week, I found myself alone in my living room, remote in hand, scrolling through streaming options when The Godfather appeared on screen. It had been years since I’d watched it. Decades, really. Something made me click play, and three hours later, I was sitting there with tears streaming down my face. Not because Sonny […]
Braves Minor League Recap: Owen Murphy strikes out 10
Excellent pitching was on tap Friday as Murphy led the charge with 10 strikeouts in 5.2 innings of work
Dear Abby | Brother's beliefs are incompatible with sister's reality
Dear Abby: My son is getting married next year. He and his future wife are extremely religious. My daughter (his sister) is also engaged -- to a wonderful woman. Because
President Trump signs order intended to stabilize college sports, threatens lost federal funding
Trump went after eligibility rules, transfers and the spiraling costs associated with an industry that now pays its players millions of dollars per year.
Virginia Tech football: Hokies land commitment from DL Brock Frisby
The good vibes surrounding the Virginia Tech Hokies and head coach James Franklin continued on Friday when 2027 defensive lineman Brock Frisby went public with his commitment. Frisby, a 6-foot-3, 265-pound prospect from Severn, Maryland, plays at Archbishop Spalding High School and is the 19th-ranked player in Maryland’s 2027 class, per 247Sports. Archbishop Spalding is […]
President Trump signs executive order intended to stabilize college sports
In the order signed hours before the women's Final Four tipped off one of the biggest weekends in college sports, President Donald Trump went after eligibility rules, transfers and the spiraling costs associated with an industry that now pays its players millions of dollars per year.
Nancy Metayer Brown leaves behind a legacy of outreach and compassion
'Her light will not be dimmed.'
Animal Sciences Faculty Wendie Cohick Among Eight Rutgers Researchers Named 2026 AAAS Fellows
Wendie Cohick, Vice Provost and Vice Chancellor for Research, Rutgers-New Brunswick and faculty in the Department of Animal Sciences, is one of eight Rutgers faculty named to the 2026 class of American Association for the Advancement of Science (AAAS) fellows. Cohick and her Rutgers colleagues were among the 500 scientists, engineers and innovators spanning 24 scientific […]
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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