SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " fee " 6,136 found 🔀 AI-powered Shuffle
Michigan health officials call for early measles vaccines for some areas
Xbox Boss Reveals New 'Dedicated Team' Focusing On Fan Feedback
Following the rollout of new achievement features
Vudu Sister explores vulnerability in a different lens With ‘Adynata’
PROVIDENCE – Art has the ability to be a powerful medium in an assortment of ways, and one of them is when the creator can channel what they’re feeling through
Xbox’s New System Update Delivers Overhaul Gamers Have Been Begging For
Xbox has finally listened to console user feedback with a major system update rolling out now.
Anthony Davis vents about leaving the Lakers during podcast appearance
Like everyone else, Anthony Davis was shocked when he was traded for Luka Doncic, and he feels the Lakers should've handled the situation better.
Forage 2026 | A balancing act: The science of silage
The discussion about what to feed beef cattle throughout the year is among the most important conversations for the operation. For many, silage is a consideration. Galen Erickson, Ph.D., Nebraska Cattle Industry Professor of Animal Science and Beef Feedlot Extension Specialist, University of Nebraska-Lincoln,...
2XKO announces additional character, Fuse and content for 2026, but we're not sure if it's a good or not so good sign for the game
Getting more content in a fighting game is always a good thing though this reveal feels a little different than most.Riot Games announced today they are ramping up their planned content releases for 2XKO in 2026, which is leaving ...
Lebanon conflict drives mental health crisis for displaced women: “We hear, see and feel pain constantly” | UN Women
Escalating conflict in Lebanon has forced hundreds of thousands of women and girls to flee their homes, and women are on the frontlines of the response
VIDEO: Suspect forcibly opens drop box, steals checks from Clemson business: Police
Anyone with information on the suspect is asked to call or test (864) 624-2014 and reference Case #2026-000853.
Xbox Achievements Get Overdue Update To Address Feedback
It's one of a number of features the platform is spiffing up to address fan feedback
Colorado Democrats eye new fee on home insurance companies
Colorado Democrats are reviving a proposal to levy a new fee on home insurance companies, with the aim of distributing grants to fund “resilient” roofing. Introduced by Sen. Kyle Mullica, D-Thornton, Senate Bill 155 creates a government “enterprise,” which would collect a 0.5% fee of the total premium collected by an insurer on what’s called […]
Delta, Southwest hike checked bag fees as airlines face surging fuel costs
Flying is about to get pricier for some travelers as Delta and Southwest hike checked baggage fees to $45 for the first bag amid surging jet fuel costs.
Largest class in Kansas Sports Hall of Fame includes Besler, Illig and Moore
On Wednesday, the organization announced its 2026 class, which includes 32 individuals.
Texas hemp industry leaders ask for temporary injunction against state
Restrictions set forth by DSHS include increased licensing fees, testing requirements and child-resistant packaging for hemp-derived THC products.
Texas cannabis businesses sue state to block smokeable hemp ban
Hemp businesses also want to block a new rule that raises licensing fees by thousands of dollars.
Apple's Three-Year Plan to 'Reinvent' the iPhone is Underway
Apple is in the middle of a three-year plan to "reinvent" the look and feel of the iPhone, according to Bloomberg's Mark Gurman.
Pokémon Champions launches to mixed reception, as performance woes and competitive changes turn some away
Pokémon Champions is out, and due to performance limitations and certain gameplay choices has some fans feeling dissapointed.
Texas cannabis businesses sue state to block smokeable hemp ban
Hemp businesses also want to block a new rule that raises licensing fees by thousands of dollars.
NFL analyst says Steelers feel good about Aaron Rodgers returning
Rodgers has yet to tell the Steelers his plans at the start of volunteer workouts for the second consecutive season.
Fifth Champions League spot secured for Premier League
The Premier League will have at least five teams in the Champions League next season after securing a European Performance Spot for the second straight year. The extra place was confirmed on Tuesday as Arsenal beat Sporting 1-0 in the first leg of their Champions League quarter-final tie. Uefa awards an additional place to the two leagues with the best overall performance across the three European competitions.
Texas students urge education board to focus on inclusion over politics in social studies overhaul
Students, parents and teachers say Texas’ new social studies plan feels rushed and will exclude key perspectives and historical events.
Texas students urge education board to focus on inclusion over politics in social studies overhaul
Students, parents and teachers say Texas’ new social studies plan feels rushed and will exclude key perspectives and historical events.
Texas students urge education board to focus on inclusion over politics in social studies overhaul
Students, parents and teachers say Texas’ new social studies plan feels rushed and will exclude key perspectives and historical events.
Cattle futures lower ahead of direct business
At the Chicago Mercantile Exchange, live and feeder cattle were lower waiting on the week’s direct business to develop. June live cattle closed $1.22 lower at $245.80 and August live cattle closed $.50 lower at $242.37. May feeder cattle closed $3.72 lower at $366.62 and August feeder cattle closed $3.77 lower at $366.05. Direct cash […]
As Job Stability Shifts, AI Platforms Aim to Remove the Barriers to Business Ownership
Skills that have made someone successful in a corporate career can certainly translate to work as an entrepreneur, but owning a business is a separate challenge entirely. Costly start-up fees, overhead, marketing, managing multiple software systems and expensive staff are some of the many reasons st
World Health Day: Why This Work Continues
Subscribe on LinkedIn This story first appeared in Amy Weaver’s LinkedIn newsletter, Direct Relief: Hope Ahead. World Health Day offers a moment to pause and reflect—and this one feels especi…
Parents navigate opportunities, challenges of high school sports NIL shift
Following the Michigan High School Athletic Association’s (MHSAA) decision to allow high school athletes to participate in name, image and likeness (NIL) opportunities, families around the Lansing area are starting to feel the impact. While the idea of student-athletes earning money from their talents is exciting, many parents say the reality is more complicated than […]
Airlines increasing checked bag fees: Delta, JetBlue, and United
Delta, United, and JetBlue have all said they will increase the price of checked bags as airlines scramble to offset skyrocketing costs.
I worked at Aldi for years: These are the 10 best things to get there
As a former Aldi employee who worked there for years, here are my favorite groceries & top customer picks, from Winking Owl wine to Barissimo coffee.
Small businesses are ‘doing fine.’ That’s a problem for the U.S. Chamber of Commerce
Small business owners are feeling uneasy about the Iran war. They're doing just fine, but that's not good considering all of the tax incentives created to help them do much better.
Business tidbits: New credit union and coffee shop in Yakima
An update on businesses in the Yakima Valley:
MAGA Is Winning Its War Against U.S. Science
Source: NBER With all the other terrible news right now, you may not have noticed that Donald Trump is in the process of killing American science. OK, that’s an exaggeration — but not that much of an exaggeration. The Trump administration’s latest budget proposal calls for a gigantic increase in military spending combined with severe cuts to social programs. But as the chart above shows, it also calls for debilitating reductions in research funding. Furthermore, Trump appointees have already been strangling science by sharply reducing the rate at which research grants are approved. Here, for example, is the number of new grants approved by the National Science Foundation: Source: Nature Large numbers of existing grants have also been frozen or terminated, especially in the study of infectious diseases. Add to this a sharp drop in visas issued to foreign students, who often play a direct role in research and who help support academic departments that do research: Put all of this together, and much U.S. scientific research is set to come to a screeching halt — not a few years from now, but over the course of the next year or two. This new assault on U.S. science is taking place at a time when the role of American science in the world has already been greatly eroded. The chart below, based on research recently reported by the National Bureau of Economic Research, measures national strength in science by the share of publications in highly ranked journals. In the 1990s the United States had more such publications than the rest of the world combined. Since then we’ve dropped into third place — well behind China and slightly below the European Union. And this was before the Trump administration’s attack on science had time to take its full effect. Source Some erosion in U.S. scientific preeminence was inevitable given China’s growing sophistication and wealth. But we’ve also fallen behind Europe, even though everyone says that Europe is lagging economically and technologically. Claims about Europe’s underperformance are, in fact, dubious if one looks hard at the data. But it’s still striking to see America lagging. What’s going on? There are presumably multiple factors behind America’s scientific lag. But even before Trump II the growing hostility of the U.S. right to science surely had some negative effect. And since the rise of MAGA G.O.P. attitudes toward science in general have become overwhelmingly hostile. This is true even for the Republican rank and file: And while I haven’t been able to find good survey data, it’s obvious that the anti-science turn has been even more pronounced — and began earlier — among the Republican political elite. Chris Mooney published The Republican War on Science in 2005, and even then was describing a longstanding trend. Why have Republicans turned so anti-science? Part of the answer is that they believe that scientists don’t support them. And they’re right! A study of who scientists give money to shows that only a small percentage gave money to Republicans even 20 years ago, and that almost none of them donate to Republicans now: Social scientists have always been strongly pro-Democratic, while there used to be a significant number of physical, “hard” scientists supporting the GOP. But these days physicists are almost as uniformly Democratic, or at least non-Republican, as sociologists. Why are there almost no Republican scientists? It’s not a mystery. GOP political orthodoxy includes positions that are at odds with the scientific consensus on multiple issues, ranging from the validity of the theory of evolution, to the reality of climate change, to the efficacy and safety of vaccines. In each case the scientific consensus is solidly grounded in evidence. But even before the rise of MAGA the U.S. right was increasingly hostile to evidence-based policymaking — especially, of course, where the evidence is unfavorable to fossil fuel interests or quack medicine, both financial mainstays of right-wing politics. So scientists don’t support Republicans, and the feeling is mutual. Today’s Republican Party doesn’t like science or scientists. It doesn’t like having its preconceived views challenged by appeals to evidence. It knows that very few scientists are on its side electorally. In general, it sees scientific research as a threat to its grasp on political power. Add in MAGA’s combination of rabid anti-intellectualism and allergy to any hint of criticism, and one has the makings of a drastic anti-science turn in policy. “Ignorance is strength” might was well be an official MAGA motto. And as I said, we aren’t talking about something that will happen over the course of multiple years: The U.S. scientific enterprise is threatened with severe damage, even collapse, over just the next year. There are many reasons to find this prospect horrifying: Think of all the beneficial advances, affecting almost every part of life, that won’t happen because U.S. science — still crucial to the world — has been eviscerated. But think, also, of America’s international standing. Can a nation that has forfeited its role as a leader, or even a contender, in global science, still be a Great Power? No. MUSICAL CODA
'The ultimate honour' - have your say on Maguire's new deal
Harry Maguire says playing for Manchester United is the "ultimate honour" after signing a new contract extension until June 2027, with the option for a further year. The 33-year-old central defender's current deal was due to expire at the end of this season. Maguire has made 266 appearances for United since signing for £80m from Leicester in 2019 - then a world-record transfer fee for a defender - and has since won the Carabao Cup and FA Cup with the club, as well as having a spell as captain.
Sports Entertainment Group Limited (ASX:SEG) About To Shift From Loss To Profit
We feel now is a pretty good time to analyse Sports Entertainment Group Limited's ( ASX:SEG ) business as it appears...
Seattle Parks and Recreation Releases Draft Outdoor Racquet Sports Strategy and Hosts Events to Gather Community Feedback
Seattle Parks and Recreation (SPR) is excited to release the Draft Racket Sports Strategy. We invite the community to learn about the proposed approach to balance the needs of pickleball and tennis users in our park system and look forward to gathering community feedback. This strategy was developed in response to growing popularity of both […]
Drew Barrymore and Amanda Peet once made out at one of Carrie Fisher's house parties: 'Life used to be so much more fun'
"I feel like Matthew Perry was there?" Barrymore recalled.
Netflix's New #1 Show Absolutely Lives Up to the Hype—and I'm Not the Only One Who's Obsessed
Netflix’s current #1 show is a feel-good, deeply real dating series that’s quietly winning everyone over. Here’s why viewers can’t stop watching (and rooting for the cast).
Ron DeSantis refuses to endorse Jay Collins in LG's hometown
'If I feel the need to do something, I do it.'
'Hanging curveball': Gov. DeSantis demands end to cousin marriage
'That feeds in to some of the stealth jihad that we see.'
LG killed its smartphones 5 years ago, but the ‘Rollable’ feels more real than ever [Video]
This past weekend was the 5-year anniversary of the death of LG’s smartphone business, and yet, we’re just now seeing...
49ers positional group vibe check Power Rankings
Ranking which positions the 49ers should feel good about from a vibes perspective
Bishop Feehan 6'9" senior pivots to MLB dreams after dominant run to basketball title
How fuel surcharges are squeezing small business margins
Rising fuel costs are hitting small businesses with a new wave of shipping expenses, as major carriers pass along higher diesel prices through surcharges many owners say feel like “tariffs 2.0,” The Wall Street Journal writes. FedEx and UPS have pushed fuel surcharges above 26%, while diesel prices have surged sharply in recent weeks, driving […]
National parks that feel like another world, from frequent US traveler
I've visited all 63 major US national parks and think places like Bryce Canyon, Death Valley, White Sands, and Badlands feel like another planet.
‘Star Wars: Maul — Shadow Lord’ review: A beautiful but empty tangent
“Maul” feels as thin and superfluous as it does because “Star Wars” has already explored the eponymous former Sith in a meaningful way multiple times.
Beauty’s New Challenger Conglomerate Has Always Been Here
By shedding its food and ice cream businesses, Unilever is betting big on beauty. But matching the scale, valuation and category depth of rivals like L’Oréal and The Estée Lauder Companies will require sharper focus and strategic discipline.
Healthwatch: Study shows how coffee could benefit brain health
As you’re drinking your morning coffee, you may be glad to hear that a cup of joe may help reduce your risk for dementia.
Country music star and husband planning to have kids: ‘Little ones say that it is OK’
The singer has been opening up about his life around he release of his new memoir.
Greens powders are booming. But do they really work?
Superfood powders have become a key part of wellness routines, marketed as an easy way to boost energy, promote gut health, and get your daily nutrients. But nutritionists said the benefits of these supplements are largely unproven.
How a family succession feud positioned 2 New Orleans politicians to benefit
“We feel the system has failed us and our estate was used to benefit others."
Protein is personal. Here's how to calculate your optimal intake
Protein is having a moment. Coffee chains are adding it into lattes. Many snack companies are labeling their products as high-protein. But how much protein do you really need? Host Marielle Segarra talks with NPR health correspondent Allison Aubrey about the different factors to consider when planning your protein intake.Follow us on Instagram: @nprlifekitSign up for our newsletter here.Have an episode idea or feedback you want to share? Email us at lifekit@npr.orgSupport the show and listen to it sponsor-free by signing up for Life Kit+ at plus.npr.org/lifekit
Guttermouth Announce (Another) “Final” Australian Tour
"Grab a ticket if you’re game for one more round. Or don’t. Mark’s feet are up, cold one in hand, zero fucks left." The post Guttermouth Announce (Another) “Final” Australian Tour appeared first on Mu...
After Gaza devastation, Israeli attacks on Lebanon's health care system feel familiar for many
Since the war between Israel and the militant group Hezbollah reignited on March 2, Israel has pushed deeper into southern Lebanon
After Gaza devastation, Israeli attacks on Lebanon's health care system feel familiar for many
SIDON, Lebanon (AP) — Two years ago, Dr. Mohammed Ziara watched Israel ravage Gaza's health care system, shelling hospitals, striking ambulances and forcing patients to evacuate.
After Gaza devastation, Israeli attacks on Lebanon’s health care system feel familiar for many
Since the war between Israel and the militant group Hezbollah reignited on March 2, Israel has pushed deeper into southern Lebanon.
Rumer Willis shares video breastfeeding her 3-year-old to clap back at critics of her parenting
Rumer Willis is clapping back at critics 'judging my parenting' by sharing a video of herself breastfeeding her 3-year-old daughter Louetta.
Coffee company owner in Ferndale preparing to open brick-and-mortar shop
Audience Fall at SUPER JUNIOR Concert Prompts SM Entertainment Apology
Audience Fall at SUPER JUNIOR Concert Prompts SM Entertainment Apology Three Injured in Safety Fence Collapse During Final Encore; SM Vows Enhanced Safety Measures
Shocking crash caught on camera: Car slams into Oakland Park business
How to ‘detox’ your body for free without juice, teas or flushes
Feel like your body needs a reset? What if we told you that you can ‘detox’ for free by leveraging your body’s natural waste removal systems. PolitiFact shares how to do some spring cleaning without paying for a “juice cleanse” or “detox diet.”
Arc Raiders improves crafting, says new "streamlined system" is "just the start"
Arc Raiders is reworking its crafting system after acknowledging the "one piece of feedback [that] kept coming up" from…
8 Gadgets That Can Help Reduce Stress
Here are 8 highly rated gadgets that are designed to help you feel more relaxed, from fitness trackers and eye massagers to noise machines and grounding mats.
The Sunday Read: Inside the Sports Science That Has the Bruins Feeling Their Best
The NHL has been playing through a condensed schedule this season due to the Olympics
The Sunday Read: Inside the Sports Science That Has the Bruins Feeling Their Best
The NHL has been playing through a condensed schedule this season due to the Olympics
Auto industry trade group urges feds to scrap gas tax and replace it with a vehicle weight fee
Alliance for Automotive Innovation CEO John Bozzella proposed replacing the federal gas tax with a weight-based vehicle fee for road infrastructure spending.
TLC’s Chilli Reveals If She Has Any Regrets Tied to 1996 Grammys Speech About Winning Awards While Being Broke (Exclusive)
TLC's Chilli looks back on the band's 1996 Grammy speech about being broke after they won two awards at the ceremony, and shared how she feels about it today, in an exclusive interview with PEOPLE.
Why now is the perfect time to load up on the AI stocks in the Mag 7
Mag 7 valuations relative to the S&P 500 have rarely been this cheap, said Marta Norton, the chief investment strategist at Empower Investments.
Opinion | Always Be Posting: The New Rules for Democratic Candidates
Is this a great way to audition and select our leaders, especially for executive offices? Not particularly.
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.
New Orleans’ Giant Puppet Festival brings eclectic performances to the Marigny this weekend
“I feel like I have seen a lot of puppet shows, and I am always surprised when I come to the festival."
Why more small businesses are adding credit card surcharges — and what it means for your wallet
They're paying massive processing fees for card transactions. Often, you’ll end up footing the bill.
Senate staffer joins law firm; coffee company names new CCO; reunion for banker
Take a look at some of the recent promotions and new hires announced at south Louisiana businesses.
See a 360-degree view of the American Revolution at this new French Quarter exhibit
The HistoPads are back at the Historic New Orleans Collection — hand-held tablets that act as a portal to 360-degree views of the sites and events depicted in “American Revolution:
Saudi Arabia's non-oil business activity shrinks in March amid conflict, PMI shows
Saudi Arabia's non-oil private sector activity contracted in March for the first time since August 2020, as the war in the Middle East snarled up supply chains, a business survey showed on Sunday.
Maynard D. Pitan Obituary 2026
View Maynard D. Pitan's obituary, send flowers, find service dates, and sign the guestbook.
USA Health hosts child safety day in Spanish Fort
The event focused on e-bike, scooter and water safety education.
'My head feels clearer': How citizen science can improve people's health
The two of us can often be found in a patch of scrubby bushland, phone in hand, slowly scanning for plants. Or crouched behind a tree trunk with binoculars, pausing mid-breath to find the source of a ...
New cases of a deadly bacterial disease alarm doctors
The Hib vaccine drastically cut cases of a once feared contagious disease. New cases in unvaccinated kids feed concern that Hib may have a resurgence.
Drummer for iconic rock band dead at 79: ‘You rocked my world’
The band shared the news of his death on social media.
I thought I'd always use Chrome, until I tried this lightweight alternative
Everything feels faster on this minimal browser
Why Spring Cleaning Is Good for Your Home AND Your Health
While spring cleaning might feel like just another thing on your to-do list, it can actually do more for your health than you might expect.
23 Things That Used To Be "Good"...Until They Became Way, Way, Way, Wayyy Too Popular
"National parks are ruined. I remember when the entrance was free... Now, there are permits, reservations, waiting lines, fast food, crowds, and trash everywhere."
H.264 streaming license fees were raised to as much as $4.5 million, open standards now look even more attractive
Via LA raises H.264 streaming fees for new licensees, existing deals stay unchanged Via Licensing Alliance has updated its H.264, also known as AVC,
Woman, 41, Admits She Feels ‘Like a Ticking Time Bomb’ After Learning She’s a Carrier for Fatal Huntington’s Disease
A woman said she feels like a 'ticking time bomb' after she learned she carries a gene mutation for Huntington's disease, a rare illness affects an individual's ability to move and think, as well as their mental health.
Frescoes, bird-feeding lawsuit, judicial politics. Our top stories
Other popular reads: URI introduces new women's basketball coach; and Newport Creamery sold to Cape Cod developer.
‘Racist ideology lodges itself amid austerity politics’: newly elected French mayor on tackling far right
Bally Bagayoko, who was targeted by racist abuse after winning Saint-Denis mayorship, vows to tackle inequality to stem deepening divisions
WNC businesses still recovering and welcoming back visitors
Businesses are still feeling the impacts of Hurricane Helene but are inviting visitors back.
KU trade expert says 70% of regional businesses feel impact of higher tariffs, local flower shop is among them
A year after President Donald Trump's Liberation Day, which imposed tariffs on countries around the world, Kansas City flower shop Fiddly Fig is still navigating changing tariff rates.
90 Painfully Relatable Programming Memes That Might Just Break Your Brain (New Pics)
Every job has its quirks. But some feel almost like a world of their own. Like programming—we (indirectly) interact with it every day, yet many of us know surprisingly little when it comes to what actually goes on behind the screens. The subreddit ‘Programmer Humor’ is the perfect place to bridge this gap. It allows them—and pretty much everyone involved in computer science—to air their frustrations and give the rest of us a better understanding of what their day-to-day really looks like. Here a
Kids, Competition & Pressure: Keeping Sports Fun
How can parents help their children enjoy the game without feeling overwhelmed?
How to get a sneak peek of the Greensboro Science Center's new 32,000-square-foot rainforest
Living on the 'wild-side': How to get a sneak peek at the Greensboro Science Center's new 32,000 square feet rainforest
Major companies adding fees, surcharges amid rising fuel costs
United Airlines and Amazon are among the corporations that increased fees this week
As fuel prices soar, United is raising bag fees
The carrier says it will charge $10 more for the first and second bags checked by passengers on flights in the U.S., Canada, Mexico and the rest of Latin America.
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:
Caesars Entertainment the Latest to Offer All-Inclusive Packages for Las Vegas Hotels
Caesars Entertainment is offering its guests summer value options with the launch of its Inclusive Summer Package, a bundled hotel experience at Harrah’s L | The package includes accommodations, taxes, resort fees, two meals per day at dining outlets, bottomless drinks, High Roller Observation Wheel tickets and free self-parking.