SCROLL NEWS / DISCOVERY
Search headlines
Find the stories shaping the conversation.
Results for " rate " 16,307 found 🔀 AI-powered Shuffle
UCLA to Celebrate National Championship With Free Event on Campus
UCLA will be hosting a celebration for the UCLA women’s basketball team on Wednesday at 6:00 pm in Pauley Pavilion. The event will honor the program’s first NCAA national champions in history. No. 1 seed UCLA dominated No. 1 seed…
A top US shipbuilder is exploring physical AI in shipbuilding
HII and GrayMatter Robotics announced plans to integrate physical AI into shipbuilding processes.
Trump administration finalizes better-than-feared Medicare Advantage payment rate in boost to health insurers
The Trump administration will increase average Medicare Advantage payments by 2.48%, or more than $13 billion, in 2027.
Health insurers score major win with higher 2027 Medicare Advantage rates
The stocks of major Medicare Advantage insurers surged on the announcement.
Fans gather at Heroics Sports Lounge for NCAA women's basketball championship game
Fans gathered at Heroics Sports Lounge to celebrate UCLA's historic win the NCAA women's basketball championship.
Trump endorses ex-UK political strategist Steve Hilton for California governor
Steve Hilton, who advised the former prime minster and hosted a Fox News show, is running as a Republican.
New Medicare Payment Rate Expected. Why It’s a Big Deal for Healthcare Stocks.
About 35 million beneficiaries are in Medicare Advantage plans this year, according to the health research group KFF.
Meet Steve Hilton, the Former U.K. Political Strategist Trump Is Endorsing for California Governor
Hilton is one of two Republican candidates in a highly competitive race to replace California Gov. Gavin Newsom.
Utility board elections face surge of attention as electricity rates rise
Skyrocketing power demand from massive data centers and rising household electric bills are injecting a wave of attention into who is getting elected to watch over electric utilities.
Grand Strand chef becomes a Masters chef every spring
Ervin Abbott is one of the few people at the Masters in Augusta this week that hopes everything he does is above par. For a week or so before and during the storied event, Abbott moves from his position as a culinary director for La Vida Hospitality which operates the Crooked Hammock Brewery and the Big Chill Restaurant in Barefoot Landing to executive chef at Augusta National, a position he has filled for the last three years.
Clozer Launches AI-Powered Lead Generation System to Help UAE Businesses Acquire More Clients
DUBAI, United Arab Emirates, April 06, 2026 (GLOBE NEWSWIRE) -- Clozer, a Dubai-based lead generation company founded by Thageeshan Theiventhira...
Clemson business students land elite finance programs, build path to Wall Street
Through Clemson’s emphasis on mentorship, hands-on learning and professional development, Ava Hester and Morgan Harvey have earned spots in prestigious programs like Girls Who Invest and the Wharton School’s Fundamentals of Corporate Finance and Valuation program.
Brain Matters: Equity In The Age Of Cognitive Health
The strategy, articulated at the dome-shaped “Brain House” here in Davos, underpins a series of new DAC initiatives being rolled out in Africa, India and
New Research Brings Joint Repair Closer for Millions With Osteoarthritis
DURHAM, N.C. — Osteoarthritis affects more than 32 million Americans, making it one of the leading causes of chronic pain, disability, and loss of mobility in the United States.For many people, treatment options are limited to managing pain with medications or repeated injections, and in severe cases, replacing the joint entirely through surgery.
Opening Doors to Opportunity: How Governors are Supporting Entrepreneurship
New businesses – including small businesses – are the backbone of the economy. They drive job growth, reduce poverty and strengthen GDP. Yet, the rate of new business formation in America has fallen by nearly half over 40+ years. It’s far more expensive to start a business in the U.S. than the U.K., China, Australia, Brazil, Canada, Sweden, […]
The Top Takeaways from Our 2026 Best of American Business Celebration
The day was defined by candor with seven fireside chats moderated by leading figures in American media.
Inside Project Nova, Firefox's biggest redesign in years
We sit down with Ajit Varma, the head of Firefox at Mozilla, to learn more about the Project Nova redesign, how Firefox will integrate AI, and the challenges and opportunities as a smaller browser maker.
CNN will televise California gubernatorial primary debate in May
Elex Michaelson and Kaitlan Collins will moderate the event to be held in Los Angeles and airing across CNN's cable channels and streaming platform.
Female DJ from Omaha breaks down barriers in entertainment space once reserved for men
An Omaha native has followed her adventurous spirit to become a pioneering, enterprising DJ and hype girl in Miami and beyond. Branding herself DJ ReRe, this vivacious, visionary millennial thrives in a male-dominated field through her for-profit ReMixed Events that supply DJ and concierge services for elite weddings, corporate events, parties, fashion shows, cruises and […]
How Philips Personal Health is driving a circular economy through sustainable design
Discover how Philips Personal Health drives sustainable design and circular innovation using eco-friendly materials, refurbishment, packaging, and renewable energy.
Detroit Lions NFL Draft Injury Report: Nebraska RB Emmett Johnson
Emmett Johnson NFL Draft medical report. Full injury analysis heading into the 2026 NFL draft. How will it affect Detroit Lions draft strategy?
MLB Power Rankings: Dodgers and Yankees blah blah blah, let's talk about the Brewers and Pirates(?!)
Meanwhile, get your 'small sample size' and 'it's early yet' caveats out now, because we're done with them
Disparities persist in infant mortality rates despites overall improvements in Mecklenburg County
Mecklenburg County sees improvements in infant mortality rates, yet health disparities endanger Black infants.
AI Giant Anthropic Leans Into Life Sciences With $400M Coefficient Bio Catch
Anthropic in October last year iterated its Claude AI model to better cater to biopharma purposes. Sanofi, Novo Nordisk, AbbVie and others already use Claude in their operations.
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.
City of Austin Celebrates National Public Health Week April 6
The City of Austin and Austin Public Health are kicking off April by celebrating National Public Health Week. This annual awareness week recognizes the importance of public health and highlights the work done to make our community a healthier place f
People at Work: Local chocolatier cooks up major step for family business - Asheville's 828 News NOW
Molly Cook, the chocolatier behind Marble & Steel Craft Chocolates, a chocolate company she owns and operates with her husband, John Cook, is preparing a big step for her local business.
KU researcher proposes strategies for political depolarization in, outside classroom
In two recent publications, a University of Kansas communication studies researcher prescribes constructive approaches to political polarization both in the classroom and in society more broadly.
Sports Daily: Men’s national championship set
After a Final Four Weekend that saw UCLA women celebrate a national championship, the focus shifts to the men’s side where U-Conn and Michigan play for the title tonight.
Upstate flower business celebrates 70 years
FOX Carolina's Margaret-Ann Carter has the details.
Trump Says He’s Calling Iran’s Bluff In WSJ Interview | WSJ Politics Newsletter for April 6
Plus, Jamie Dimon warns of higher inflation and interest rates from the Iran War
Wall Street Bets: Inspired Entertainment, investors' focus, Mohegan Tribal Gaming, VICI
Inspired Entertainment B Riley Securities’ Josh Nichols on April 6 looked at prospects for Inspired Entertainment: “We believe buy-rated Inspired Entertain...
Jeanine Pirro’s office keeps prosecuting Trump’s foes. Some DC jurors are pushing back
The DC US attorney’s office under Jeanine Pirro has had an unusually low win rate in trials in Washington’s federal district court this year, at a moment when the White House has been clamoring for President Donald Trump’s Justice Department to deliver on prosecutions.
Republican Clay Fuller under pressure in Georgia race to replace Marjorie Taylor Greene
The special election runoff between Republican Clay Fuller and Democrat Shawn Harris is being watched by both parties as they consider strategy ahead of the midterms.
Why are popcorn buckets popular? Inside the collectibles rage
Struggling movie theaters have turned to selling increasingly elaborate novelty popcorn buckets to increase fans' concessions spending.
How the Internet Fringe Infiltrated Republican Politics
Inside the battle for the post-MAGA G.O.P.
19-year-old pivots failing art studio to make $320,000 in 10 months
For Merida Lim, owner of Scuro in Singapore, it was sink or swim. After struggling to draw customers to her art studio, she pivoted her strategy.
How interest rate trends can impact business value
Falling interest rates are reshaping business valuation by affecting discount rates, cash flow and investor returns. Here’s what it means now.
What farmers can learn from other family business owners
Family farm businesses can adopt strategies learned from enterprises of all sizes to strengthen governance, leadership and succession planning.
Citigroup pushes back Fed rate cut timeline after strong job numbers
Citigroup has pushed back its Fed rate-cut timeline, citing unexpectedly strong U.S. job gains and persistent inflation risks.
Return to Sport Rates Following Total Knee Arthroplasty
A recent study shows that understanding timelines and key factors could help clinicians give tailored advice and set realistic expectations for their patients undergoing TKA.
Stephen Miller Is Still Pursuing His Immigration Agenda, but More Quietly
Far from acknowledging defeat, Stephen Miller appears to have adjusted his strategy in an effort to minimize political fallout. He has remained steadfast in his view that the administration should act to reverse openness to migration.
Trump news at a glance: president accused of ‘threatening possible war crimes’ in Iran post
Chuck Schumer accuses president of ‘ranting like unhinged madman’ in threat to obliterate Iran’s power plants and bridges. Key US politics stories from 5 April
Cincinnati Business Achievement Awards celebrates past, present and future
The Cincinnati Business Achievement Awards (CBAAs) recognized honorees at the Renaissance Cincinnati Downtown on Thursday, March 5, welcoming hundreds of members of the region’s business community.
Michigan, historic UConn fight to be last team standing Monday
INDIANAPOLIS -- For the third time in his decorated college career, Alex Karaban and UConn are in the Final Four. As tipoff for the 2026 national championship game approaches, Karaban knows only one way to leave the court on Monday night when the Huskies play Michigan in the main event of the NCAA Tournament.
One stage, big buzz: Napa Valley StreamFest redefines festival experience
StreamFest returns to Napa Valley April 23–26, building on a successful debut with star-studded programming, a centralized venue experience and a mission to redefine how audiences gather to celebrate streaming culture.
I quit my corporate job to start a pizza business with $20K
Chris Brady quit tech sales at 25 to start Timber Pizza Co. with $20,000. It has since grown to multiple locations and mobile units.
Denver fans celebrate sports-filled Saturday at Stoney's with pair of thrilling victories
Colorado Avalanche and Denver Nuggets fans packed Stoney's Bar and Grill on Lincoln to celebrate a pair of thrilling victories on Saturday.
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.
Diabetes rates are lower in high-altitude environments — and scientists may have discovered why
A new study finds that in low-oxygen environments, red blood cells absorb more glucose and convert it into a molecule that helps release oxygen into tissues, revealing an unexpected way the body regulates blood sugar.
Diabetes rates are lower in high-altitude environments — and scientists may have discovered why
A new study finds that in low-oxygen environments, red blood cells absorb more glucose and convert it into a molecule that helps release oxygen into tissues, revealing an unexpected way the body regulates blood sugar.
Book Review: Streetwear's Conquest - Culture Captured, Politics Ignored
Concentrating on the strategies that enabled casualwear to grow worldwide, the book ignores the broader historical and political conditions that encouraged that success in the first place.
Orlando Sentinel 150: From big bands to boy bands, entertainment was always in spotlight
The Orlando Sentinel celebrates its 150th birthday by looking at the twists and turns that built the arts and entertainment scene of today.
Who are the kings being crowned here in Colorado?
Though most of us celebrate “No Kings Day” on July 4, the Trump-deranged got a head start last weekend with rallies around the state. Attendees bravely fought oppression by blocking traffic for people with jobs. Rally-goers demanded freedom from tyranny, many right after voting to ban all but beige house paint at their HOA meetings. […]
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.
Sports Illustrated is attempting a rebound after layoffs
One of the most respected brand names in journalism is now generating revenue through streaming TV, branded events, ticket services, and international editions.
FAMU Sports Hall of Fame to induct seven for 50th annual class
The FAMU Sports Hall of Fame will commemorate its 50th anniversary by honoring the very best in the athletic program. The ceremony is on Sept. 18.
49ers reportedly interested in freakishly athletic draft prospect
The 49ers have invested a bit in their defensive line room over the last year, but an underrated 2026 NFL draft prospect could be a perfect fit.
San Francisco's Caffe Trieste celebrates 70 years in business
Caffe Trieste, a landmark in San Francisco’s North Beach, celebrating 70 years in business Saturday.
San Francisco's Caffe Trieste celebrates 70 years in business
Caffe Trieste, a landmark in San Francisco’s North Beach, celebrating 70 years in business Saturday.
Buried Roman sanctuary discovered beneath Frankfurt hints at shocking rituals
A hidden Roman sanctuary discovered beneath Frankfurt is offering rare clues about ancient rituals, including possible human sacrifice. With major funding secured, scientists are now racing to uncover how this mysterious, multi-god cult site operated.
Shared Success
Across Indiana, a growing number of company leaders are exploring employee ownership as a long-term business strategy. While employee ownership succession planning has been implemented across all …
Mars dust storms are sparking electricity and rewriting the planet’s chemistry
Mars may look like a quiet, dusty world, but it’s actually buzzing with hidden electrical activity. Powerful dust storms and swirling dust devils generate static electricity strong enough to spark faint glowing discharges across the planet, triggering chemical reactions that reshape its surface and atmosphere. Scientists have now shown that these tiny lightning-like events can create a surprising mix of chemicals—including chlorine compounds and carbonates—and even leave behind distinct isotopic “fingerprints.”
Siemens Healthineers Diagnostics Review Puts Valuation And Business Mix In Focus
Siemens Healthineers (XTRA:SHL) is reviewing options for its Diagnostics business, including a possible sale. The review follows moves by Siemens AG to reduce its majority stake in Siemens Healthineers. Any decision could reshape the company’s business mix within the global healthcare diagnostics market. Siemens Healthineers operates across imaging, diagnostics and related healthcare technologies, giving it a broad role in hospital and lab workflows. A potential change in the Diagnostics...
Scientists Finally Crack Decades-Old Mystery Behind Statins’ Painful Side Effects
A hidden effect of statins on muscle cells may explain why some patients cannot tolerate them.
Samsung Messages Is Officially Dead, Here's How to Switch
Samsung is officially handing messaging over to Google, and this is one of the clearest signs that One UI is more integrated with Google apps.
The FT’s AI optimism rests on shaky science
Last weekend, the Financial Times published an article about the broader social impacts of AI. Studying, managing, and mitigating the negative impacts of the technological transition is supremely important, and doing so requires both the electorate and policymakers to be informed by good, impartial science. Unfortunately, for anyone with even basic training in social science [...]Read More...
New mentorship training aims to boost student mental health support at South Dakota Mines
South Dakota Mines launched a state-funded pilot to expand Peer2Peer mentorship through fraternities and sororities, training students to support peers’ mental health.
A Look At Penn Entertainment’s (PENN) Valuation After A Market Rally On Easing Macro Concerns
PENN Entertainment (PENN) moved following a broader market rally tied to potential de-escalation in Iran and more reassuring Federal Reserve comments on interest rates, raising questions about how much of the stock reaction is company specific. See our latest analysis for PENN Entertainment. That move sits within a mixed recent pattern, with a 7-day share price return of 7.26% but a 30-day share price return of 4.52% and a 1-year total shareholder return of 3.36%. Longer term performance,...
Italian PM in United Arab Emirates on final leg of Gulf trip
She also visited Qatar and Saudi Arabia
Detroit Lions NFL Draft Injury Report: Missouri LB Josiah Trotter
Josiah Trotter NFL Draft medical report. Full injury analysis heading into the 2026 NFL draft. How will it affect Detroit Loins draft strategy?
Fossils from China show complex life evolved millions of years earlier than once thought
Newfound fossils from China suggest that complex animals were around millions of years earlier than thought, among them possibly our vertebrate ancestors.
Where to watch Baltimore Orioles vs Pittsburgh Pirates: TV channel, start time, streaming for Apr. 4
Here's how to watch Saturday's Pittsburgh Pirates vs Baltimore Orioles game, including start times, TV channels, scores and how to stream.
Meet the woman who wants Democrats to get hot, not bothered
A Democratic strategist started a social media account about her party running hot people as a joke. Now she's serious.
How Scientifically Accurate Is ‘Project Hail Mary’? Experts Weigh In
Based on hard science fiction, a genre that prioritizes scientific accuracy, the blockbuster gets a lot right but misses a few things, experts say.
1 in 5 Louisiana adults report 'frequent mental distress,' the 2nd highest in the nation.
Madison Parish had the highest rates of adults with frequent mental distress in Louisiana. See the statewide data.
Legacy, Regence Health split over rates; Oregon families scramble for healthcare
Melanie Bobbett was already facing mounting medical expenses when her partner received a notification that his insurance plan was ending on April 1.
Hélène Bouffard
Circana has appointed Hélène Bouffard as Chief People Officer, where she will lead the company’s global people strategy and guide organizational evolution during a period of accelerated growth.
Beauty as strategy: Why K-beauty is also a political success
K-beauty is more than just a cosmetics trend. South Korea has combined popular culture, innovation and national strategy to create a business model where beauty products are an economic and political tool.
Hollywood's narrative on UFOs and ETs reaches back many decades
Hollywood has driven how Americans envision little green men with big eyes and bigger heads. But fiction soon could be separated from — or revealed as — fact if government agencies release...
Hollywood\'s narrative on UFOs and ETs reaches back many decades
Hollywood has driven how Americans envision little green men with big eyes and bigger heads. But fiction soon could be separated from — or revealed as — fact if government
Super Mario Run Celebrates The Super Mario Galaxy Movie With A New Event
Unlock some themed statues
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.
Meteor impacts may have sparked life on Earth, scientists say
Asteroid impacts may have helped kick-start life on Earth by creating hot, chemical-rich environments ideal for early biology. These impact-generated hydrothermal systems could have lasted thousands of years—long enough for life’s building blocks to form. Scientists now think these environments may have been common on early Earth, making them a strong candidate for where life began. The idea could also guide the search for life on other worlds.
Downtown Lancaster celebrates 1st First Friday of spring [photos]
Those in downtown Lancaster were able to celebrate spring's first First Friday event for 2026 this Friday. There were plenty of new exhibitions to check out, as well as concerts
Business Email Compromises: Current Legal Trends and Key Strategies
Businesses have for years suffered from a sophisticated, targeted cybercrime that exploits trust, human relationships, and our reliance on digital communication: the business email compromise (BEC).
Dead by Daylight Devs Celebrate 10 Years of Eldritch Evil and Hope for Many, Many More
At the Game Developers Conference last month, I sat down with Behaviour's head of partnerships Mathieu Cote, and creative director Dave Richard, to talk to them about Dead by Daylight's tenth anniversary.
MassLive: Boston, Springfield land on top 10 list of best cities for STEM professionals
Boston and Springfield were among the "Top 10 best metro areas for STEM professionals" in 2018, according to statistics compiled by WalletHub, a personal finance website. STEM stands for science, technology, engineering and mathematics. Boston was ranked second and Springfield eighth on the list. Worcester came in at 18th. The full results can be found here. "We made another good list," Springfield Mayor Domenic Sarno said. "Glad to see our educational and workforce development are starting to pay off - this is all about a good four-letter word - jobs!" The 100 largest metropolitan areas in the country were ranked in 17 key metrics, WalletHub said. The evaluation ranged from "per-capita job openings for STEM graduates to annual median growth for STEM jobs, to projected demand for STEM workers by 2020," according to the summary. Seattle was top-rated, followed in order by Boston; Pittsburgh; Austin, Texas; Minneapolis; Madison, Wisconsin; Salt Lake City; Springfield; Chicago; and Atlanta. Original article: https://www.masslive.com/news/index.ssf/2018/11/springfield_makes_top_10_natio.html
Manchester’s SEE Science Center celebrates 40 years of education, outreach and fun
Since its inception in 1986, Manchester’s SEE Science Center has been about the community it calls home.
Angie Stocklin: Bootstrapping forces you to develop discipline
When Randy and I started One Click, we didn’t have a strategy around venture capital.
High school sports Fantastic 5 (+1) top performers from Thursday
A little rain didn't stop Thursday's Fantastic 5 (+1) high school sports top performers from putting up massive performances. See who stood out.
Manchester’s SEE Science Center celebrates 40 years of education, outreach and fun
Adam Irvjo of Westerly, Rhode Island, and his son Grayson, 3, check out an interactive exhibit on pulleys at the SEE Science Center in Manchester on Tuesday.
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:
When the story is the strategy: Memphis, misdirection, and the politics of perception
During a visit to Memphis on March 23, 2026, President Donald Trump credited the Memphis Safe Task Force for a decline in crime.
These states make the smartest sports picks, according to PrizePicks data
PrizePicks data reveals the states with the smartest sports picks, led by Illinois and Indiana for high win rates across sports.