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Is the Championship heading for financial 'catastrophe'?
BBC Sport takes a look at if the second tier could be facing a "doomsday scenario" as club accounts reveal the significant scale of their losses.
Jalen Hurts Has Reportedly Gotten The 'Message' In Philly
There was reportedly a lot of "friction" between Jalen Hurts and the Philadelphia Eagles toward the end of the 2025 season. ESPN reported on the development. "Close observers point to a lack of creativity and synergy in the Eagles' attack. The pass game wasn't always properly tied to the run, and ...
Business Beyond the Beach Talk Show: Carlos Ventura, Regional Director for Encore
🎙 Welcome to the Business Beyond the Beach Talk Show! 🌴 The Miami Beach Chamber of Commerce is proud to present Business Beyond the Beach, the brand-new Chamber talk show created in partnership...
Intel "Big Battlemage" BMG-G31 said to feature 27.7B transistors, 48% fewer than AMD Navi 48
Intel BMG-G31 with 27.7 billion transistors on 368 mm² die PC Games Hardware says Intel has now disclosed the missing physical specs for BMG-G31,
Samsung Galaxy S26 vs. Google Pixel 10: The Big Differences Between Each Flagship
The most affordable Samsung and Google flagship models are closer than ever, but the $100 price difference does make for a few key differences. Here's how they stack up.
FULL SHOW: Inside INdiana Business 4/5/26
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Screenwriters union and Hollywood studios reach four-year tentative agreement
LOS ANGELES (AP) — The screenwriters union and Hollywood studios reached a surprise four-year tentative agreement after roughly three weeks of negotiation.
LinkedIn is secretly scanning your browser for 6,000 extensions, and you weren’t told
LinkedIn runs a hidden JavaScript script called Spectroscopy that silently probes over 6,000 Chrome extensions and collects 48 device data points, none of it disclosed in its privacy policy.
Trump loses across courts in bruising week of immigration and legal setbacks
Trump suffered an onslaught of court losses this last week on immigration, Jan. 6 liability and the White House ballroom.
Winner and Loser of the Week in Florida politics
Pam Bondi is out. Alex Vindman is raising serious bucks. And school choice is more popular than ever.
3 biggest takeaways for Sixers following home loss to Pistons
Here are the three biggest takeaways for the Philadelphia 76ers following their blowout home loss to the Detroit Pistons.
New Owner of Shopping Plaza in Kansas City Pitches a $1.5 Billion Rescue Plan
The Country Club Plaza’s sale and turnaround plans come at a consequential economic time for Kansas City, Mo., which will soon lose the Chiefs football team.
Kavita Fischer: I lost $400,000 betting on sports
I lost more than $400,000 gambling. I’m also a psychiatrist who works with individuals struggling with substance use and behavioral That combination...
Pols & Politics: Massachusetts Sen. Liz Miranda’s free tickets raise eyebrows
State Sen. Liz Miranda’s disclosure on social media that she had “dozens” of tickets to a Boston Legacy FC game raised some eyebrows about whether she violated the $50 gift cap.
Welcome to the MrBeastification of British politics: the latest trick up Nigel Farage’s sleeve
The Reform UK leader’s energy bill giveaway certainly grabs our attention – but it’s all a distraction from the real winners and losers, says Guardian deputy Opinion editor Kirsty Major
Houston Rockets vs. Golden State Warriors game preview
Of course Stephen Curry is coming back for this game. Not that it matters, of course. The Houston Rockets have lost multiple games against the Golden State Warriors over the past couple of seasons in which Curry didn’t play. Houston lost earlier this year at Toyota Center. In the one game Curry did play, Reed […]
Pokémon GO Events This Week: 6-12 April 2026
Pokémon GO’s April 6 to April 12 week has us firmly into the season of Memories in Motion! Tinkatink stars in Community Day, and A Shockingly Good Time draws to a close. Plus the weekly rotating Raid Hours, Dynamax Battles and Mega Raids. ⭐Highlights Raid Boss Change (April 8): Kyogre and Mega Aerodactyl return to the […]
Celebrity impersonation looks like good business
The impersonation industry is about more than just the man who lived at Graceland—it’s thousands of other people pretending to be celebrities for money.
Celebrity impersonation looks like good business
The impersonation industry is about more than just the man who lived at Graceland—it’s thousands of other people pretending to be celebrities for money.
Metro Division Champions – Hurricanes 4, Islanders 3
Seth Jarvis scored two goals and had an assist as the Carolina Hurricanes dominated the New York Islanders, 4-3 on Saturday night at the Lenovo Center. While the score was close, the Canes controlled puck possession and shots. The home team outshot the visitors 13-4 in the first period and 18-2 in the second. Overall, […]
Recap: Bruins let points slip away again, lose to Tampa
Mo’ Florida Men, mo’ problems.
Pinky's Revenge Arcade and Game Lounge set to close, citing South Carolina liability laws
Pinky Revenge Arcade will soon be closing its doors.
New Mexico Museum of Natural History and Science reopens
ALBUQUERQUE, N.M. (KRQE) – After eight months of the New Mexico Natural History Museum being closed for renovations, residents finally got to see what the wait was for. The museum closed last summe…
Scientists found a protein that drives brain aging — and how to stop it
Scientists have uncovered a powerful new clue in the mystery of brain aging: a single protein called FTL1. In aging mice, higher levels of this protein weakened connections between brain cells and led to memory decline. But when researchers reduced FTL1, something remarkable happened — the brain began to recover, rebuilding lost connections and restoring memory performance.
Ben Shelton suffers another early exit at ATP Houston 250
Ben Shelton suffered another upset loss in Houston, falling as the top seed in the quarter-finals. He's still alive in doubles action, however.
WOMEN'S TRACK AND FIELD CAPS PACESETTER SPORTS INVITATIONAL
TERRE HAUTE, Ind. - The IU Indianapolis women's track and field squad closed out the two-day Pacesetter Sports Invitational, hosted by Indiana State on Saturday (Apr. 4). Freshman Sarah Madi-Bouabre earned a runner-up finish in the long jump while Paige Schulte finished fifth in the 200m event and sixth in the 400m.
Luca Langoni sparks Revolution to 3-0 victory over Montreal
Luca Langoni scored early before notching his league-high fifth assist on defender Mamadou Fofana's first career goal, and the New England Revolution beat CF Montreal 3-0 on Saturday. New England (2-3-0) has lost all three of its road matches under first-year coach Marko Mitrović, but the Revolution have won their two home matches by a combined 9-1 score. Montreal falls to 1-5-0 as ends a six-match road trip to begin the season.
Nose-Picking May Have a Surprise Link With Alzheimer's, Study in Mice Suggests
Do you really need to pick it?
Top health official predicts ‘price crash’ will bring back GLP-1 coverage
The state's top health official expects GLP-1 weight-loss drug coverage to return as costs fall, reversing current insurance and state agency trends.
Some Essentia Health clinics impacted due to inclement weather
Due to inclement weather, the following Essentia Health clinics are closed or have a delayed opening today, Saturday, April 4.
Fossil site in China reveals bevy of complex creatures lived prior to the Cambrian explosion, including a 'Dune'-like sandworm
A site in southwestern China holds a wide array of strange life-forms that emerged prior to the Cambrian explosion, and it pushes back the origin of complex life by millions of years.
Georgia 4-star OT commit Kelsey Adams returns to LSU
Georgia picked up a big early commitment from Atlanta Langston Hughes four-star offensive tackle Kelsey Adams back in October. He remains committed to the Bulldogs, but he’s also not closing the door on his recruitment. Adams is out visiting other programs this spring and he’s in Baton Rouge to give LSU another look this weekend. […]
Letters to Sports: Dodgers off to a roller-coaster start
Readers of the Los Angeles Times Sports section give their thoughts on the Dodgers, MVP candidates, UCLA basketball and more.
New Purdue center looks to grow cognitive science across campus
Faculty speakers at Purdue’s Interdisciplinary Conference in Cognitive Science said the university’s new Cognition, Agency, and Intelligence Center aims to connect philosophy, artificial intelligence, and interdisciplinary research.
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.
YouTube’s Gaming Historian Steps Back After 15 Years
Saying he's lost the spark, the popular gaming chronicler has a parting gift of Kong
Orange County restaurants shut down by health inspectors (March 26-April 2)
There were 10 restaurants and food establishments ordered closed by Orange County inspectors from March 26 to April 2.
Downtown Redding bookstore on the move. This new cafe an early hit
This week in the Buzz: Find out where Shop Around the Corner Books is moving. A new cafe has been buzzing with business. And a downtown eatery closes.
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.
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.
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.
Album Review: 6WA by BigXthaPlug & 600 Entertainment
BigXthaPlug spent eight months in Nashville making a country-rap album that debuted at No. 7 on the Billboard 200, put “All the Way” with Bailey Zimmerman at No. 4 on the Hot 100, got him a Rolling Stone cover, and filled arenas with Jelly Roll. And then he came back to Dallas, rounded up four of his signees, and made a gangsta-rap record with N.W.A’s Straight Outta Compton on the cover. 6WA is the second group release from 600 Entertainment, named after the 600 block of Meadowridge Street in Ferris, Texas, where BigX and his people grew up. The whole thing is loaded with West Coast samples. From N.W.A.’s “8Ball,” Eazy-E’s “Real Muthaphuckkin G’s” and “Boyz-N-The-Hood,” Ice-T’s “6 in the Mornin’,” Snoop Dogg’s “Nuthin’ but a ‘G’ Thang” and more. BigX is staking his name on the lineup he built—Rosama, MurdaGang PB, Yung Hood, KevanGotBandz, KaineMusic—and claiming a lineage from 1,400 miles away while insisting Dallas is its own thing. A million dollars in cash, split and handed straight to his mother. That’s the first place BigX goes on “From the Bottom.” He’d probably still be in the streets if he didn’t have his son and daughter. He only started rapping to make life better for Carter. Couldn’t start his car back then, now people get starstruck at Starbucks, and he throws the whole field away in one sentence: “How you think we competin’? You on the same bag, I just made me some millions off country.” Goyard bags off a Nashville payday, and he wants you to know exactly how far he’s come from everybody else. “Safe to Say” does something similar but looser. It’s a straight Ice Cube “It Was a Good Day” flip, and BigX nails it. Wakes up, checks both phones, nobody’s locked up, kid accounts look good. Gets pulled over, only catches a warning. Pulls up on the squad to liquor, ladies, and haze. Rosama takes the second verse and matches him. Wakes up to his girl cleaning his cuticles, twins playing peekaboo, pays off his car, calls a cousin, sees the opps and they don’t trip. Lawyer calls, he beat his case. Rosama is the strongest voice in the 600 camp after BigX, and “Life of a Gangster” is why. Third person, riding low, blacked-out windows, snub-nose revolver. A character who chose sticking people up over selling dope. “Quick eraser like a number-two pencil.” He never breaks character, and his delivery drops lower and slower than anything he does on the group cuts, like he’s telling you something at a cookout that he probably shouldn’t. Then on “Long Live Fre$h” he’s a completely different rapper. “Short-bus diamonds, these bitches retarded,” wide-body Durango he can’t even park. That kind of range matters on a group record. MurdaGang PB’s best verse is on the title track. Feds at his door at 6 AM, cameras busted, flushing dope, ram truck putting everybody on the floor. Yung Hood on “The Hottest” just lays out four reasons to keep hustling. Who wants to be broke, women cost money, you need bail, and home has to be straight. It’s funnier and more honest than most rappers get when they’re trying to explain why they sell drugs. KevanGotBandz on “Ain’t Never Slowin’ Down” talks about his father getting caught on the dope while he’s sitting on $300K somewhere in the hills, which is a specific kind of guilt that doesn’t usually make it onto crew tapes. KaineMusic, the newest signee, takes the back half of “Who Dunnit” and introduces herself in third person—“Took flight just to show these hoes how to perform”—but it’s too short to know if she can hold a full song. The flex tracks fill the middle of the LP and mostly run together. “I Go” is Rosama and PB trading brands, guns, and food punchlines. Rosama’s “anemic, my iron tucked low in this shirt” is a slick gun bar, PB fires back with “.223 with a clip ‘bout as big as a toddler” and “I go Burger King, stay with that whopper.” Quick, funny sometimes, but it’s all shopping lists. “Dopeman” is a chant. “6ixer Party” brings Snoop Dogg, who does exactly what you’d expect Snoop Dogg to do. BigX contributes the night’s wildest overshare: “She say she brought a friend too, well, I’m tryna put sausage on her dental.” These songs move fast and don’t overstay, but three or four of them could trade verses and nobody would catch it. Midway through, The D.O.C. shows up for a spoken-word interlude. Tracy Curry. West Dallas native, former N.W.A affiliate, co-writer on a lot of the records getting sampled on this very album. He thanks BigX for the tribute and then gets direct: “This your time, this DFW time. You need to do it like we do it down here.” Leave bread crumbs so everybody behind you can eat. Keep God in your life. It’s fatherly and generous, and it does raise the question of whether 6WA follows that advice. The album borrows heavy. The cover art, the Eazy-E samples, “Amerikkka’s Most Wanted” opening with a direct “Boyz-N-The-Hood” lift, Yung Hood rapping “Flag on my left side, Crip until I die.” But the stuff that actually stays with you is Dallas. BigX talking about Pleasant Grove, Rosama calling himself a country boy, PB recounting a raid that could’ve been last Tuesday. The record smells most like itself when it smells like Ferris, Texas, and least like Compton. BigX on “The Hottest” says his father was the first person he knew who had chickens. Not the way rappers usually wave at the drug trade. He means his actual father, his actual family. On “600 Degrees,” Rosama compares his chopper’s stutter to a speech disorder, PB claims he still has the block on his back even after leaving the city. BigX closes that one saying he used to spin and smack, and now the plaques are platinum. Thirty-two minutes was right for this. Nobody overstays, Tony Coles and Rance and Charley Cooks keep the production punchy, and BigX gives his signees real room instead of crowding every song. 6WA doesn’t reinvent anything. Five rappers, good beats, short clock. Most of what they say you’ve heard before. Some of it—the million to his mother, the cuticles and peekaboo, the four reasons to hustle—you won’t forget. Solid (★★★½☆) Favorite Track(s): “Safe to Say,” “From the Bottom,” “The Hottest” Subscribe
Most U.S. states are warming but not in the way you think
Warming across the U.S. is far more uneven than it looks at first glance. While only about half of states show rising average temperatures, most are heating up in specific ways—like hotter highs or warmer lows. These hidden shifts vary by region, with the West seeing more extreme heat and the North losing cold extremes. The findings suggest climate change is playing out differently depending on where you live.
Can Kennedy lineage and hype over 'Love Story' help send JFK's grandson to Congress?
As a Kennedy scion, Jack Schlossberg had a lot of hype behind him when he launched his congressional campaign in New York City late last year
R&B world rocked by legend’s death at 86: ‘We lost a giant’
He was a legend who was known for playing with other legends.
This exploding star was spotted doing something weird. Now scientists think it might have solved a key cosmic theory | BBC Sky at Night Magazine
New evidence proves these magnetic monsters are the secret engines behind the Universe’s biggest explosions
Businesses closed after fire at Boardman shopping center
Several area businesses were impacted by a fire Saturday morning inside a plaza at Boardman Poland Road in Boardman.
The war’s economic impact could get worse for Americans
Iran’s closure of the Strait of Hormuz is disrupting economic activity across Asia and Europe. The U.S. may escape the worst effects, but it will not emerge unscathed.
Jennie Garth and Daughter Lola Volunteer in L.A. Ahead of Easter Weekend, Plus Jaafar Jackson, Zendaya and More
Jennie Garth and Daughter Lola volunteer in L.A. ahead of Easter Weekend, Plus Jaafar Jackson, Zendaya and More. From Los Angeles to New York City, and everywhere in between, see what your favorite stars are up to.
XAI's cofounder chaos, rebuilding is vintage Elon Musk
xAI lost Ross Nordeen, its final non-Musk cofounder, this month. What does the turnover mean for the startup's looming IPO with SpaceX?
How Pam Bondi lost her job
Her time in office showed her willingness to go where previous attorneys general wouldn’t and mold the Justice Department to a president’s political vision.
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.
Journalists Capsulize Weight Loss News and ACA Premium Pressures
KFF Health News journalists made the rounds on national and local media recently to discuss topical stories. Here’s a collection of their appearances.
Lakers' star Doncic to miss rest of regular season
Los Angeles Lakers star Luka Doncic will miss the rest of the regular NBA season with a hamstring injury, which could rule him out of the league's major awards.
Colorado Rockies lose, downtown businesses win Opening Day 2026
Laie slipper business needs help saving inventory after Kona low flooding
J-Slips Hawaii faces heavy losses from Kona low flooding and is asking for volunteers to help clean and restore affected inventory.
Laie business seeks community help after flood damages thousands of pairs of slippers
J-Slips Hawaii faces heavy losses from Kona Low flooding and calls on volunteers to help clean and restore affected inventory.
Colo Colo face Concepción to defend top spot
Colo Colo comes into the Liga de Primera in great form, where it will resume action this Sunday against Deportes Concepción. El Cacique will resume its campaign with five wins and two losses, which...
Anthropic cuts off OpenClaw support for Claude subscriptions
Anthropic said third-party tools like OpenClaw put an "outsized strain on our systems." OpenClaw's founder said cutting support would be "a loss."
Black Stripe Alert: Alabama transfer sheds black stripe
An Alabama Crimson Tide transfer becomes the fifth player to lose his black stripe this spring.
Phillies 10, Rockies 1: Rox offense MIA on Opening Day
Lorenzen got rocked as Rockies hitters whiffed their way to lopsided loss in Home Opener
Dying stars are devouring giant planets, astronomers discover
Dying stars may be wiping out nearby giant planets as they expand into red giants. Astronomers found that these close-in planets become increasingly rare around more evolved stars, suggesting many have already been swallowed. The likely cause is a gravitational tug that drags planets inward until they break apart or fall into the star. It’s a dramatic glimpse into the chaotic final stages of planetary systems.
Oregon rallies late to take down Michigan, snap losing skid
After a pair of shutout losses, Oregon bounced back to tie the series on the diamond in Ann Arbor against Michigan.
Caesars Entertainment (CZR) Valuation Check As Shares Rebound Despite Multi Year Return Weakness
Caesars Entertainment overview and recent performance snapshot Caesars Entertainment (CZR) has been drawing attention after recent price moves, with the share price last closing at $26.53 and total return data giving a mixed picture across different time frames. Over the past day, the stock showed a 0.08% decline, while the past week reflected a 1.34% decline. Over the past month, total return stands at 6.04%, and over the past 3 months at 12.61%. Year to date, Caesars shows a 12.61% total...
Scientists find evidence for theorized gargantuan star explosions
A supernova is always violent, but some supernovas may be so immensely powerful they leave absolutely nothing behind.
Sphere Entertainment (SPHR) Is Up 17.4% After Wizard of Oz-Driven Revenue Surge and Global Expansion Plans
Sphere Entertainment recently reported past-quarter revenue growth of 28%, powered by the success of its “Wizard of Oz at Sphere” production in Las Vegas, which has sold more than two million tickets and helped narrow operating losses in the Sphere segment. On the back of this stronger performance, the company is now moving ahead with international Sphere developments in Abu Dhabi and National Harbor, signaling a push to replicate its immersive venue model beyond the US. We’ll now examine...
Super sports agent Leigh Steinberg talks to ASU Law students about success in the business
Leigh Steinberg is considered one of the most powerful sports agents in history.He has negotiated record-setting contracts for elite NFL quarterbacks, represented hundreds of professional athletes and hosted annual Super Bowl parties for 5,000 of his closest friends. His career even inspired the film “Jerry Maguire” and the iconic line, “Show me the money.”
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.
Clint Eastwood Turns 96 Next Month and Is Reportedly Done With Hollywood for Good
A source close to Clint Eastwood says the legendary director has quietly walked away from Hollywood.
Election 2026: Brown hopes for a political comeback; Challenger says Ohioans want something new
Sherrod Brown has not lost a primary election in his 50-year political career and he hopes to keep that streak alive next month when he faces Ronald Kincaid, a retired
Nashua health officials search for homeless man with tuberculosis
A New Hampshire judge is ordering a homeless man with active tuberculosis to isolate or be arrested.
How The PENN Entertainment (PENN) Turnaround Story Is Shifting With New Targets And ESPN Progress
PENN Entertainment's fair value estimate has shifted from US$18.44 to US$19.11 per share, putting it closer to a cluster of recent Street targets in the mid to high teens and low US$20s. This revision aligns with analyst commentary that combines optimism around the interactive segment and free cash flow with lingering doubts about management credibility and the turnaround story. Read on to see how to track these changing targets and keep up with the evolving narrative around PENN. Analyst...
'Everybody Loses': Reporter says he was shocked by sports betting's grip on leagues, media
Reporter Danny Funt says even with the increase in the availability of legal sports betting, and noted increases in people doing it, it’s even more prevalent in our society than we think it is.
Take-Two laid off the head its AI division and an undisclosed number of staff
A former head of AI at game publisher Take-Two has announced that he and several members of his staff have been laid off.
Cavaliers Deep Dive, Lakers Lose Luka + Sky Trade Thoughts
Owlet nursed back to health, thanks to woods visitors, local veterinarian, firefighters
A great-horned owlet originally found on the ground in need of critical care in the UNC Asheville woods is now back home, living a healthy life.
Warhammer 40K: Apocalypse Rules Aim To Make Playing Big Games Easier
Getting all your miniature on the tabletop is tough enough. Now 40k Apocalypse rules should help speed up the fun of actually playing!
How does hair loss differ between men and women?
Learn how men’s and women’s hair loss is treated differently and what you can do to prevent it.
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.
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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