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The Best Endorsements Are The Ones You Can't Pay For
We'll probably never know which cameras failed NASA certification and why, but we sure will remember the ones that succeeded.
Analysis finds Google AI Overviews is wrong 10 percent of the time
Is 90 percent accuracy good enough for a search robot?
NASA Spaceline Current Awareness List #1,194 3 April 2026 (Space Life Science Research Results)
NASA Spaceline Current Awareness List
African frogs haven’t forgotten the ice ages. Scientists can tell by where they live.
Why are frogs diverse in some parts of Africa’s rainforests and less so in others? The patterns of cooling and glaciation during the last ice age would probably not have been your first answer or even your last-ditch guess, but it is, nonetheless, correct. “When the glaciers were at their maximum
Rural health care in focus: NC lawmakers raise concerns over shortage of nurses, doctors
There aren’t enough nurses and doctors in North Carolina, state leaders say, a problem that’s particularly acute in rural areas. Meanwhile, cuts to Medicaid and other economic factors threaten rural hospital closures.
45-year-old longevity researcher: How I keep my body and brain healthy—it's what 'your grandmother probably told you to do'
Jamie Justice's research focus is how to "prevent or delay the onset of functional declines, disability or chronic diseases" as people age, she says.
Incredible MacBook Neo demand may finish off Apple's A18 Pro stock
The MacBook Neo is a massive success for Apple, with high demand prompting talks between Apple and the supply chain about making more units, and how to solve a possible A18 Pro stock problem.
Apple faces supply chain problem as MacBook Neo demand exceeds expectations
The new MacBook Neo has apparently been a smash hit, and Apple will likely talk up its success at its...
Qualcomm Snapdragon X2 Elite Extreme Analysis, Benchmarks & Efficiency - Serious rival for Apple and a problem for AMD & Intel
Notebookcheck review/analysis of the Qualcomm Snapdragon X2 Elite & X2 Elite Extreme mobile ARM processors.
Adobe launches Acrobat Spaces, a free AI-powered study tool for students
Adobe Acrobat Spaces is a free tool for students to use AI and create different kind of study material from documents
UNE and Maine Public Health Association announce innovative workforce training partnership
Starting in spring 2026, students across multiple programs, including public health, nutrition, marine science, climate change leadership, medicine, and business, will work together with MPHA to solve real-world problems, learn how to advocate for change, and connect with mentors already working in the field. With UNE's Institute of Public and Planetary Health now MPHA’s largest academic member, the partnership will leverage UNE’s new Institute of Public and Planetary Health to provide critical transdisciplinary public health workforce training for UNE students.
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.
Social Science Has a Replication Problem
And that isn’t necessarily a bad thing, if it inspires self-correction.
Previewing the 2026 season for Penn State WR Zay Robinson
Penn State football's 2026 roster features Zay Robinson, a redshirt freshman wide receiver from the transfer portal.
Well, they did it.
The Big Ten now holds the national championships in men’s and women’s basketball, as well as football and probably all of hockey, too. In a whistle-marred game, Michigan shot 21/55 from the field and 2/15 from deep, but did just enough as UConn hit just 9 of their 33 threes, part of a putrid 31% […]
Google just launched a special-edition Pixel, but you probably can't buy it
The phone celebrates a decade of Google Pixel and introduces exclusive wallpapers alongside custom-themed icons.
Former Birmingham sportscaster indicted in Alabama Motor Sports Hall of Fame probe
A longtime Birmingham sports anchor has been indicted for allegedly using his position for personal gain while leading the Alabama Motor Sports Hall of Fame.
Scientists solve 30-year mystery of a hidden nutrient that protects the brain and fights cancer
Scientists have finally uncovered the missing link in how our bodies absorb queuosine, a rare micronutrient crucial for brain health, memory, stress response, and cancer defense. For decades, researchers suspected a transporter had to exist, but it remained elusive—until now. By identifying the gene SLC35F2 as the gateway into cells, this breakthrough opens new possibilities for therapies and highlights how diet and gut microbes profoundly shape human health.
The Intersection Between Gut and Spine Health
Emerging research is showing more and more connection between the two.
A top US shipbuilder is exploring physical AI in shipbuilding
HII and GrayMatter Robotics announced plans to integrate physical AI into shipbuilding processes.
The year in review: Influential people who have died in 2026
As director of the FBI, Robert S. Mueller III transformed the agency into a terrorism-fighting force after the Sept. 11, 2001, attacks. But Mueller, who died in March, is perhaps
Titans fans pick a favorite for 2026 receiving yards leader
Titans fans have high hopes for Wan’Dale Robinson.
UNC releases statement on Trump's executive order to reform college sports
UNC chancellor Lee Roberts and AD Bubba Cunningham released a joint statement in response to President Donald Trump's executive order on college sports.
UNC releases statement on Trump's executive order to reform college sports
UNC chancellor Lee Roberts and AD Bubba Cunningham released a joint statement in response to President Donald Trump's executive order on college sports.
The brain might not create consciousness after all
Is consciousness something the brain produces, or is it woven into the fabric of reality itself? Renowned neuroscientist Christof Koch is challenging long-held scientific assumptions by confronting the “hard problem” of consciousness — why and how subjective experience exists at all. He highlights growing tensions between neuroscience, physics, and unexplained phenomena like near-death experiences and sudden moments of clarity before death.
Scientists may finally detect hidden ripples in spacetime
Scientists have taken a major step toward probing one of physics’ biggest mysteries—how gravity and quantum mechanics fit together—by creating the first unified way to detect tiny “ripples” in spacetime itself. These subtle fluctuations, long predicted but poorly defined, are now organized into clear categories with specific signals that real-world instruments can search for. The breakthrough means powerful tools like LIGO and even small tabletop experiments could start testing competing theories of quantum gravity much sooner than expected.
'Wonderful few weeks' for Trafford
Former Premier League goalkeeper Rob Green believes James Trafford would not start for Manchester City in a Champions League final but "could grow" in that role. Trafford has kept back-to-back clean sheets in the Carabao Cup final against Arsenal and FA Cup quarter-final win against Liverpool, but has not started in the Premier League since Gianluigi Donnarumma was signed after the first three games.
Shelby County Clerk Wanda Halbert ouster resumes after court denies appeal
Also, the County Commission has new rules for disruptive members and two Tennessee lawmakers want to fix a Medicare problem for rural hospitals.
Burcum: In walking away from a tanning ban for minors, FDA misses a chance to prevent melanoma
"How seriously are we supposed to take Robert F. Kennedy Jr., the guy who’s supposed to be making America healthy again, when he’s abandoning an opportunity to prevent a common, potentially deadly cancer for generations to come?" columnist Jill Burcum writes.
14th Gen Core "Raptor Lake" Will Continue to be "Abundantly Available," Says Intel
Intel will continue to ensure production of its 14th Gen Core "Raptor Lake Refresh" desktop processors, 700-series motherboard chipset, and ensure continued availability of the Socket LGA1700 platform. In an interview with Club386, Intel's VP and GM of client segment technical marketing, Robert Hall...
Detroit small businesses say tariff refunds could be a lifeline -- if they can clear the federal hurdles
Billions of dollars in tariff refunds could be on the way for American companies but getting that money back will be anything but simple. Experts also warn consumers probably won’t see a dime.
A global consensus establishes a basis for measuring and improving gut health
While “gut health” is becoming a popular term, mainly in media and marketing claims but also in the clinical context, researchers have not yet nailed down a definition. Now, a global group of 13 scientists and clinicians updates a consensus definition of gut health and implications from bench to bedside.
AI breakthrough cuts energy use by 100x while boosting accuracy
AI is consuming staggering amounts of energy—already over 10% of U.S. electricity—and the demand is only accelerating. Now, researchers have unveiled a radically more efficient approach that could slash AI energy use by up to 100× while actually improving accuracy. By combining neural networks with human-like symbolic reasoning, their system helps robots think more logically instead of relying on brute-force trial and error.
Matches To Make After UFC Vegas 115
UFC Vegas 115 went down last night (Sat., April 4, 2026) inside Meta Apex in Las Vegas, Nevada, which saw Renato Moicano submit Chris Duncan in the second round in the headlining bout (see it again here). In the co-featured bout, Virna Jandiroba defeated Tabatha Ricci via unanimous decision, while Tommy McMillen had himself a […]
Elementary Science Olympiad exposes Alabama students to high-level science competition
Nearly 250 elementary students gathered at Auburn University for the Elementary Science Olympiad, a day of hands-on competition and discovery. Through fast-paced challenges and collaborative problem-solving, students experienced what it means to think and work like scientists.
New study reveals hidden ocean chemistry
Scientists have found a new way to detect subtle chemical signatures in seawater—revealing previously invisible details about the ocean’s chemistry from data continuously collected by thousands of autonomous robotic floats drifting across the seas.
FDA warns 2 supplements sold at gas stations pose serious health risks
A new alert from the Food and Drug Administration (FDA) warns that consumers should avoid two supplement brands that could pose serious health problems.
Omnicom’s Analytics Chief: For AI, Guardrails will Set Business Outcomes Free
The data has never been more abundant. The problem is what to do with it. Three-quarters of U.S. buy-side leaders now believe traditional ad measurement approaches are underp...
'The Super Mario Galaxy Movie' & 'Avatar 3' Leak on Twitter
If you're still hanging around on Twitter, you've probably seen 'Avatar 3' and 'The Super Mario Galaxy' leaks on there. Second verse...
Vivo X300 Ultra vs Sony Alpha A7 full-frame camera: Who wins?
200MP photos from what is currently probably the best camera flagship phone on the market go up against 24MP shots from a Sony Alpha A7 III setup with a Sony 24-70 lens. Which one comes out ahead in which areas can be judged by anyone based on the available original images.
The revolution in dinosaur science started 50 years ago—here's what we have learned
The study of dinosaurs has been through a revolution in recent decades. The story began half a century ago, when Robert McNeill Alexander, a professor of zoology at the University of Leeds, showed how ...
Heartwarming scenes: youngster gets hero’s welcome after debut
The professional debut of 19-year-old Ibai Aguirre for Real Sociedad would probably have gone unnoticed in the news... If it weren’t for his friends.The 19-year-old midfielder played only the final ...
Is it okay to eat standing up? A doctor weighs in.
That grab-and-go lunch might be the real problem.
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.
Orioles news: Early problems in need of solutions
It was supposed to be better than this and so far it isn’t.
Miami bank lends $27.5M for Tampa hotel sale
Ocean Bank provided financing for the purchase of a Sheraton hotel near Tampa International Airport.
I'm unable to switch from Microsoft to Google ecosystem because of this single app
Google's ecosystem has one giant problem
The billion-dollar bet that turned insurance into entertainment
Four companies in one of America’s least glamorous industries solved one of its hardest business problems—by stopping talking about their product entirely.
The billion-dollar bet that turned insurance into entertainment
Four companies in one of America’s least glamorous industries solved one of its hardest business problems—by stopping talking about their product entirely.
The billion-dollar bet that turned insurance into entertainment
Four companies in one of America’s least glamorous industries solved one of its hardest business problems—by stopping talking about their product entirely.
Microplastics have been found everywhere. That's a problem for research
Microplastics scientists are finding the tiny particles everywhere, even in their own research laboratories. So how do they know if what they're finding is in the sample or contamination from plastic fibers floating in the air?
Ringling Bros. Barnum & Bailey makes grand return to CT visiting two arenas with brand-new acts
The legendary circus continues its 21st century makeover featuring 65 performers, from aerialists to acrobats to trick cyclists to people who dive through hoops.
The Big Jumper: Angels RF Jo Adell robs 3 homers, 1 from Cal Raleigh, in 1-0 win over Mariners
Nine-time Gold Glover Torii Hunter called Adell's effort "the greatest defensive game I've ever seen."
Recap: Bruins let points slip away again, lose to Tampa
Mo’ Florida Men, mo’ problems.
Dodgers’ Dave Roberts Reveals Latest on Mookie Betts Injury
Dodgers manager Dave Roberts spoke on Mookie Betts' back injury that resulted in him leaving Saturday's game early.
Business owner gets cited after removing needles and trash
Robert Vick had people living outdoors next to his restaurant, leaving hypodermic needles on the ground.
Rewards before awards: The benefits of science competitions
Orlando Science Center inspires students from kindergarten to 12th grade to pursue STEM careers with a variety of science competitions. Young people grow stronger in critical thinking, problem-solving, public speaking, organization and time management skills, among others, when they participate. OSC science competitions help students develop these essential life skills that allow them to be
Improve your gut health + save 20% on this probiotic with our coupon code
Improve gut health with 20% off this California Gold Nutrition LactoBif 30 Probiotics for daily use at iHerb.
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
Scientists discover hidden gut signals that could detect cancer early
A new study reveals that gut bacteria and metabolites may hold the key to detecting serious digestive diseases earlier and more easily. Using AI, scientists found that biomarkers linked to one condition can often predict others, showing these diseases are more interconnected than previously thought. This cross-disease insight could lead to faster diagnoses without invasive procedures.
When legal sports betting surges, so do Americans' financial problems
As online betting has grown in popularity, a new report from the New York Federal Reserve builds on the troubling link between legal sports wagering and financial health.
Parker Roberts inspires Sporting Jax women's soccer with ACL recovery
In fewer than seven months, Sporting Jax women's soccer midfielder Parker Roberts has fought through a torn ACL to return to action.
Pokémon cards are igniting an international crime spree
Pokémon cards have skyrocketed in value since the pandemic, making them an attractive target for smash-and-grab robberies. Small businesses around the world have been targeted.
MacIntyre holds four-shot lead at Texas Open
Scotland's Robert MacIntyre maintains his strong form with a round of 64 for a four-shot halfway lead at the Texas Open in San Antonio.
NICK STROBEL: Don't miss last shows of spring
Tickets are still available for this Thursday's showing of "Incoming!" and the April 23 showing of "Supervolcanoes" (the last show of the spring season of shows) at the William M.
Dover School District doing away with health insurance provider
This comes after the provider has faced numerous problems in the last year, including quoting districts millions of dollars to help pay for a lack of funds.
Karpathy shares 'LLM Knowledge Base' architecture that bypasses RAG with an evolving markdown library maintained by AI
Karpathy proposes something simpler and more loosely, messily elegant than the typical enterprise solution of a vector database and RAG pipeline.
Houston East End underpass floods again, drivers stranded and businesses impacted
A flood-prone underpass in Houston’s East End is once again causing problems for drivers and businesses, with neighbors saying even light rain can make the road impassable.
Charlie Day shares awkward moment disrobing for Jennifer Aniston: 'Never felt less attractive'
The actor recalled his first day on set of the 2011 comedy 'Horrible Bosses,' also starring Aniston, Jason Bateman and Jason Sudeikis.
Is GTA 6's Long Development The Result Of A Complete Engine Rebuild? It's Probably More Complicated Than That
Also: GTA V leaving Game Pass, a cool Manhunt mod, and the wildest GTA 6 rumor ever
Downed fighter jet punctures Trump’s and Hegseth’s claims of air invulnerability
An Iran war that was already proving quite unpopular with the American people has entered a new, more problematic phase for President Donald Trump.
A Nebraska hospital in peril shows how a Republican-led rural health fund is coming up short
It's a problem that millions of Americans in rural areas are awakening to as they realize there's no windfall coming for the vulnerable hospitals near their homes.
H.H.S. Takes a First Step Toward Restoring Vaccine Advisory Committee
A federal judge last month questioned the legitimacy of the panel and overturned its recent work. A notice suggests that it may be revived on Robert F. Kennedy Jr.’s terms.
Artemis II astronauts are also having Microsoft Outlook issues
IT problems aren't just a terrestrial matter.
New research suggests the microplastics health risk may not be as bad as we thought
However, that's definitely not to say microplastics aren't still a big problem, study authors warn.
Moon-bound Artemis II astronauts get help for Microsoft Outlook glitch
A day into their historic 10-day journey around the moon, astronauts told Houston they had a problem: They couldn’t open their email.
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:
Blake Lively's sexual harassment claims against Justin Baldoni tossed out but robust case remains
a e n general-news juries sexual-abuse sexual-misconduct u-s-news entertainment | 104.1 FM KMOX
Blake Lively's sexual harassment claims against Justin Baldoni tossed out but robust case remains
a e n general-news juries sexual-abuse sexual-misconduct u-s-news entertainment | KCBS All News 106.9FM and 740AM
Killie players 'needed a telling off', says Deas
Robbie Deas says Kilmarnock players "needed a telling off" to help turn around their form this season. Killie travel to face Hibs on Saturday with the chance to exit the relegation play-off spot following their back-to-back wins over Livingston and table-toppers Hearts before the international break.
Chicago police investigating string of business robberies in Logan Square
Chicago police are investigating a string of robberies Friday morning in Logan Square.
Assistant Beamline Scientist Grace Luo is facilitating next-generation science at the Advanced Photon Source
At Argonne’s Advanced Photon Source (APS), Grace Luo helps scientists understand atomic‑scale dynamics in functional devices to discover ways of creating more robust and efficient technologies.
The startup looking to solve health care’s fax machine problem
Insight Health has raised an $11 million Series A, Fortune has exclusively learned. The round features an unexpected lead investor, the newly formed Standard Capital.
That ACA subsidy isn’t free money. It could cost you at tax time.
If your income exceeds the amount you estimated, you will probably qualify for less in assistance and will have to pay money back.
Certain radiology subspecialties less likely to score promotions than others
In particular, rads working in breast imaging and pediatrics appear to score the lowest rates of career advancement, experts write in Current Problems in Diagnostic Radiology.
New Webinar Series Explores Relationship Between Microbiome and Health
The free virtual series is open to students, researchers, clinicians and anyone from the public with an interest in microbiome science.
Artemis II astronauts had problems opening Microsoft Outlook
Artemis II zoomed past Earth's atmosphere without a hitch. Then came the real challenge: opening Microsoft Outlook.
Artemis II astronauts had problems opening Microsoft Outlook
Artemis II zoomed past Earth's atmosphere without a hitch. Then came the real challenge: opening Microsoft Outlook.
Psychiatric nurse practitioner discusses role of mental health inside prisons
Life inside correctional facilities has been under the spotlight in New York State for the last year.The beating deaths of Robert Brooks and Messiah Nantwi, co
Strange “elephant skin” rocks reveal ancient life in the dark ocean
A puzzling wrinkled rock formation in Morocco has led scientists to rethink where ancient microbes could live. Instead of shallow, sunlit waters, these microbes may have thrived deep in the ocean, fueled by chemicals delivered by underwater landslides. The discovery suggests that dark, nutrient-rich environments hosted thriving ecosystems much earlier than expected. It also raises the possibility that many similar fossils have been overlooked or misinterpreted.
Blake Lively's sexual harassment claims against Justin Baldoni tossed out but robust case remains
a e n business general-news juries sexual-abuse sexual-misconduct u-s-news entertainment | KMBZ
Blake Lively's sexual harassment claims against Justin Baldoni tossed out but robust case remains
a e n business general-news juries sexual-abuse sexual-misconduct u-s-news entertainment | Talk 1370
Iterative Health, US Heart & Vascular Partner to Advance Community-Based Cardiovascular Research
April 2, 2026 — Iterative Health and US Heart & Vascular (USHV) have announced a strategic partnership to advance research through community-based innovation in cardiovascular care. "Clinical research is one of the most powerful ways we expand access, improve patient outcomes, and shape the future of cardiovascular care," said Robbie Allen, chief executive officer of US Heart & Vascular. "By partnering with Iterative Health, we are strengthening our ability to bring innovative therapies directly into the communities we serve. This collaboration ensures our physicians and patients have access to leading-edge trials while allowing US Heart & Vascular to remain focused on delivering exceptional, physician-led care." Under the agreement, USHV research sites will join Iterative Health’s global site network, which now spans over 100 sites across three continents. The companies share a commitment to advancing clinical research as a driver of care innovation, and this collaboration represents a major milestone for both organizations, strengthening USHV's leadership in community-based cardiovascular research and expanding Iterative Health's multispecialty focus beyond GI, hepatology, and obesity into cardiology. USHV clinical research sites will gain access to Iterative Health's centralized operational backbone, providing end-to-end support across clinical research operations, services, business development, technology innovation, and corporate functions. The strategic partnership reduces operational complexity and unlocks growth potential for USHV research sites while enabling all USHV physicians to expand access to cutting-edge therapies to the thousands of patients they serve annually. "Innovation in cardiovascular medicine shouldn't be limited to a few academic centers," said Thomas Waggoner, DO, MD, RPVI, FACC, FSCAI, FSVM, RPVI, Structural Cardiologist and Medical Director for Clinical Research at Pima Heart & Vascular, and USHV Physician Champion for Clinical Research. "By expanding community-based research across USHV, we're ensuring more patients have access to clinical trials and breakthrough therapies close to home, where trusted relationships with their physicians already exist." This alliance reinforces Iterative Health's standing as the definitive research partner across specialized therapeutic areas, now spanning GI, hepatology, obesity, and cardiovascular care. Trusted by many of the nation's leading provider organizations and biopharma sponsors, Iterative Health's global site network delivers industry-leading trial performance, accelerating life-changing therapies to market at scale. "Entering cardiology through our strategic partnership with US Heart & Vascular is a defining moment for Iterative Health and reflects the strength of our site-serving model," said Jonathan Ng, founder and CEO of Iterative Health. "Together, we are ensuring that thousands of patients have access to the newest available therapies, and that sponsors have a credible, high-performing partner to accelerate cardiovascular trial success." For more information, visit www.iterative.health and https://usheartandvascular.com/.
Rob Gronkowski, 7 Others Nominated For Patriots Hall Of Fame
The New England Patriots will induct another member into the Patriots Hall of Fame in 2026.
Rob Gronkowski among 8 nominees for Patriots Hall of Fame
The 2026 Patriots Hall of Fame process is underway.
Harrisburg Police investigating shooting, robbery at local business
HARRISBURG, Pa. (WHTM)– Harrisburg Police are investigating after someone was shot during a robbery at a local establishment. The Harrisburg Bureau of Police said officers responded to the ar…
Masked suspect shoots, wounds customer while robbing business, police say
Police said a masked male robbed a local establishment and shot a customer in the lower extremity.
Whitney Cummings says Ghislaine Maxwell 'probably trying to not hang herself' in prison
Whitney Cummings shocked 'The View' by saying that Jeffrey Epstein associate Ghislaine Maxwell is 'probably trying to not hang herself' in prison.
Even Artemis II Astronauts Have Microsoft Outlook Problems
The mission commander’s email inbox failed during the journey to the moon. Have they tried turning the computer off and back on again?