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Savannah Guthrie returns to 'Today' anchor desk for first time since mother's disappearance
a e n television entertainment u-s-news general-news | 830 WCCO
Election Day set for Plant City, Polk County; View candidate and voting info
Polls will be open Tuesday from 7 a.m. to 7 p.m.
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...
Gene Editing Institute Receives $500K Federal Grant to Expand CRISPR Learning Lab
ChristianaCare’s Gene Editing Institute has received a $500,000 federal grant secured by Delaware’s congressional delegation to expand its Learning Lab, a hands-on program that introduces high school and college students to gene editing. The Learning Lab is powered by CRISPR in a Box™, a teaching toolkit developed by Institute scientists that lets students try gene […]
Apple Sued by Three YouTube Channels
Three established YouTube channels have sued Apple, alleging that the company violated the U.S. Digital Millennium Copyright Act (DMCA) by unlawfully accessing and scraping millions of copyrighted videos from YouTube to train its AI models.
Savannah Guthrie returns to 'Today' anchor desk for first time since mother's disappearance
a e n television entertainment u-s-news general-news | WBEN
Scientists Found ‘Supergenes’ That Turbo-Charge Evolution
It usually takes millions of years for new species to evolve, but not for fish in one African lake.
Savannah Guthrie returns to 'Today' anchor desk for first time since mother's disappearance
a e n television entertainment u-s-news general-news | KNX News 97.1 FM
Savannah Guthrie returns to 'Today' anchor desk for first time since mother's disappearance
a e n television entertainment u-s-news general-news | WWL
Savannah Guthrie back at 'Today' anchor desk for the first time since her mother's disappearance
a e n television entertainment u-s-news general-news | KYW Newsradio
Savannah Guthrie back at 'Today' anchor desk for the first time since her mother's disappearance
a e n television entertainment u-s-news general-news | KNSS Radio
PS5, PS4 Getting Surprise Launch of Long Forgotten Sega RPG
In news we didn't expect to see today, a 1992 Sega Genesis RPG is being revived for the PS5 and PS4 surprisingly soon.
Savannah Guthrie back at 'Today' anchor desk for the first time since her mother's disappearance
a e n business entertainment u-s-news general-news | 1080 WTIC NEWSTALK
To lower cholesterol, these patients got a one-time tweak to their genes
Doctors have never had so many cholesterol-lowering drugs at their disposal, but getting patients to take them every day is difficult. Gene-editing could open a new frontier.
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.
ECU Health’s plan to reopen hospital offers hope to Martin County
Martin County has been without a hospital since 2023. A $220M plan aims to make it home to North Carolina's first Rural Emergency Hospital.
Neff College of Business Honors Local Leadership Scholar with 2026 Pacemaker Award
Clinton “Clint” Longenecker, a Distinguished University Professor of Leadership Excellence Emeritus in the John B. and Lillian E. Neff College of Business and Innovation, is an executive educator, consultant, leadership coach and motivational speaker, and a former Rocket football player.
Recognizing the value of generational work
The Lesser Prairie Chicken habitat in southeastern Colorado is a swath of prairie that begins in Cheyenne and far-southeastern Lincoln counties and moves south and east into Kiowa, Prowers and Baca counties. This is cattle country where the short grass is nutrient dense, and a little bit of rain makes the prairie explode. A little […]
Savannah Guthrie returns to 'Today' for the first time since her mother's disappearance
a e n business entertainment u-s-news general-news | 100.1 FM and AM 1020 KDKA
Savannah Guthrie returns to 'Today' for the first time since her mother's disappearance
a e n business entertainment u-s-news general-news | Talk Radio 1210 WPHT
Savannah Guthrie returns to 'Today' for the first time since her mother's disappearance
a e n business entertainment u-s-news general-news | KCBS All News 106.9FM and 740AM
On plant health and embracing new plant-breeding techniques in South Africa
The major challenge currently confronting South Africa’s agriculture is the spread of foot-and-mouth disease. For many farmers across the country, the most urgent tasks are both securing sufficient vaccines and rolling them out quickly in the coming months, particularly as the beef and dairy industries continue to suffer big losses. There is also pressure on sheep, goats, and other livestock to prevent the disease from spreading. As efforts to get the country through this monumental challenge continue, I believe it is important to sharpen our focus on the broader task at hand: strengthening biosecurity. This covers both animal and plant health. In recent years, we haven’t focused much on plant health, except a few times, such as when we had a goss’s wilt scare in the maize industry, a few cases of citrus black spot, or cases of sclerotinia in sunflower seeds. But the fact that South Africa managed to control the outbreaks of these particular diseases when they occurred a few years ago was due to organized agricultural and government scientific capabilities, and, most importantly, the availability of crop protection or agrochemicals necessary to address some of them. Therefore, as the animal health division in the Department of Agriculture focuses on the pressing challenge of the day, the foot-and-mouth disease, there is an opportunity for the plant health division to assess if they have all the requirements to tackle any outbreak that may occur on fruits, vegetables or crops in future. The challenge with crop diseases is that they can spread quickly and cause much more rapid damage in the field than we typically see with livestock. Therefore, speed is everything in ensuring the appropriate controls are available. I raise this as an important area, particularly given the drastic climate variation we observe across the country. The production conditions in some areas have changed noticeably over time, which may introduce new risks. The other essential part is ensuring that South Africa has access to the best crop protection technology available in the market. Many technology developers worldwide have operations in South Africa. Therefore, the Department of Agriculture, along with the Agricultural Research Council, must continuously interact with technology developers to assess the various crop protection technologies they are releasing globally and determine their suitability and need in South Africa. This will require a proactive approach from the government, unlike the current approach, in which technology developers typically approach regulators with new technologies. The government, recognising the food security risks, must take a proactive approach to ensure that South African farmers have access to the latest crop protection technologies, thereby safeguarding the country’s food security. Beyond crop protection, we must never forget that South Africa’s agriculture is key to ensuring that the country is the most food-secure country at the national level in sub-Saharan Africa. South Africa is also the only African country in the top-40 global agricultural exporters, having more than doubled since 1994 on the back of the adoption of high-yielding seed cultivars. South Africa has been the only African country to adopt a bold approach to embracing science and adopting genetically engineered seeds for grains and oilseeds in the early 2000s. Since then, we have seen crop yields improve noticeably, contributing to the gains we mentioned above. But ensuring that South Africa improves further is not a given. The key lies in South African regulators’ attitudes towards new technologies. We have to maintain a progressive approach and not give in to the politics of non-food and non-scientific voices that shout on the sidelines. Food security is national security, and the government must ensure we progress, leaning on science. Therefore, the registration of high-yielding new genomic techniques is required. South Africa cannot afford to fall behind the EU, the USA, South America, and many of its competitors in global agriculture. The Department of Agriculture’s crop science division must adopt a progress-and-science-embracing approach for the good of the country. Thanks for reading AgriView! Subscribe for free to receive new posts and support my work. Subscribe Share
Oakland audit finds troubling gaps it business tax collection system
While auditors point out that it's difficult to say exactly how much tax revenue the city lost out on, they estimate that about $9 million to $12 million would generally be referred to collections or liens annually.
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | KCBS All News 106.9FM and 740AM
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | 1010 WINS
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | KNSS Radio
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | Talk Radio 1210 WPHT
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | 1080 WTIC NEWSTALK
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | WWL
Pressure mounts on Ye to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | Talk 1370
Screenwriters union and Hollywood studios reach four-year tentative agreement
f a e n activism strikes information-technology health-care-industry labor-unions business u-s-news general-news entertainment | KCBS All News 106.9FM and 740AM
It’s-a-hit: ‘The Super Mario Galaxy Movie’ box office blasts off with $372.5 million globally
a e n media-and-entertainment-industry entertainment movies u-s-news general-news | WBEN
It’s-a-hit: ‘The Super Mario Galaxy Movie’ box office blasts off with $372.5 million globally
a e n media-and-entertainment-industry entertainment movies u-s-news general-news | KNSS Radio
It’s-a-hit: ‘The Super Mario Galaxy Movie’ box office blasts off with $372.5 million globally
a e n media-and-entertainment-industry entertainment movies u-s-news general-news | 100.1 FM and AM 1020 KDKA
It’s-a-hit: ‘The Super Mario Galaxy Movie’ box office blasts off with $372.5 million globally
a e n media-and-entertainment-industry entertainment movies u-s-news general-news | KCBS All News 106.9FM and 740AM
It’s-a-hit: ‘The Super Mario Galaxy Movie’ box office blasts off with $372.5 million globally
a e n media-and-entertainment-industry entertainment movies u-s-news general-news | Talk 1370
It’s-a-hit: ‘The Super Mario Galaxy Movie’ box office blasts off with $372.5 million globally
a e n media-and-entertainment-industry entertainment movies u-s-news general-news | WWL
Pressure mounts on Kanye West to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | Talk 1370
Pressure mounts on Kanye West to be pulled from his headline role at a summer festival in London
l i e antisemitism business concerts hip-hop-and-rap entertainment fairs-and-festivals world-news general-news lifestyle religion | KMBZ
It’s-a-hit: ‘The Super Mario Galaxy Movie’ box office blasts off with $372.5 million globally
a e n media-and-entertainment-industry entertainment movies u-s-news general-news | KCBS All News 106.9FM and 740AM
Screenwriters union and Hollywood studios reach four-year tentative agreement
f a e n activism strikes information-technology health-care-industry labor-unions business u-s-news general-news entertainment | Talk 1370
Mitochondria and Mental Health
Once viewed only as power generators, mitochondria are now understood to play a role in mental illness. Their ability to signal between cells may revolutionize mental health.
Carey and Brian Hamilton recognized in new Health Science Education Center
The atrium of the new Health Science Education Center II will be named in honor of Carey and Brian Hamilton in recognition of their generous support of the Univ
Eulogy for the CIA Factbook: The free standard for world facts, long an educational staple, is gone
a e iran-war military-and-defense politics washington-news general-news u-s-news entertainment world-news | Newsradio 1140 WRVA
How Graham Platner is using trivia games and happy hours to help power his Maine Senate campaign
a p n military-and-defense tattoos-and-piercings politics elections u-s-news general-news washington-news | NewsRadio 1080 KRLD
How Graham Platner is using trivia games and happy hours to help power his Maine Senate campaign
a p n military-and-defense tattoos-and-piercings politics elections u-s-news general-news washington-news | WBBM Newsradio 780 AM & 105.9 FM
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.
One way to live longer: Win the genetic lottery
We may have less control over how long we live than previously thought.
How to measure bad smells: the citizen science that is challenging the stench of rotten eggs and cabbage soup
The growing public awareness of odor pollution in countries like Spain clashes with the lack of regulation
How the loneliness of working from home can affect mental health: ‘The lab coat mentality is dangerous’
If the office is the place where friendships most often arise, people who work remotely, especially freelancers, are the most vulnerable to isolation, with all that this implies for their wellbeing
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.”
Chinese Scientists Bioengineering Plants With Firefly Genes to Glow, in Effort to Light Cities at Night
Night lighting may be due for a plant-based glow-up.
Inside Valley Politics: Texas stops building border walls, a new generation of Lucios runs for office
HARLINGEN, Texas (ValleyCentral) — Texas announced it was getting out of the border wall business. After funding was allocated for more federal border wall construction, the state will no longer bu…
Preparing the Next Generation of Alcohol and Drug Counselors
UNO’s Clinical Mental Health Counseling program is expanding its reach and impact by offering students a pathway to dual licensure in both mental health and substance use counseling. In just two additional courses beyond their required coursework, students can become eligible for Nebraska’s Provisional Licensed Alcohol and Drug Counselor (PLADC) credential.
Trump administration asks appeals court to pause order halting White House ballroom construction
w p n national-security courts politics washington-news general-news | 100.1 FM and AM 1020 KDKA
‘Bob’s Burgers’ Star Eugene Mirman Shares Health Update After Fiery Crash
The governor of New Hampshire and a member of her security detail swung into action at the scene after Mirman became trapped in the burning car.
1000 new African genomes added to global science
Wits-led AGenDA project sequenced 1,000+ African genomes, uncovering vast genetic diversity and novel variants. This helps correct Eurocentric bias in global datasets, improving disease prediction, treatment design, and ensuring African populations benefit from genomic medicine.
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
Week in Politics: Trump's latest speech; SCOTUS on birthright citizenship; Pam Bondi
President Trump claimed victory in Iran during a prime-time address to the nation. Meanwhile, Attorney General Pam Bondi is out, and the Supreme Court heard oral arguments on birthright citizenship.
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.
How Pam Bondi lost her job
Her time in office showed her willingness to go where previous attorneys general wouldn’t and mold the Justice Department to a president’s political vision.
Are allergies genetic?
Although babies born from parents with allergies are also more likely to have them, there are a number of outside factors that affect whether and how someone develops allergies.
Hollywood's narrative on UFOs and ETs reaches back many decades
l a e n scifi-and-fantasy politics media-and-entertainment-industry movies entertainment lifestyle u-s-news general-news | KCBS All News 106.9FM and 740AM
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.
‘This is a recalibration’: Trump Cabinet worries no one is safe after Bondi and Noem firings
When President Donald Trump ousted his attorney general, Pam Bondi, it sent a clear message to his remaining Cabinet members: The job security they’ve enjoyed until now is no longer guaranteed.
N.Y. attorney general, other AGs sue over Trump mail-in voting executive order
It calls for the Social Security Administration to prepare a list of verified eligible voters and requires absentee ballots to only be sent to each state's approved list.
Fact-checking key moments in Bondi's tenure as Trump's attorney general
PolitiFact has fact-checked Bondi since 2010, during her Florida attorney general run, a seat she held from 2011 to 2019. Here are some key moments and falsehoods from her year-plus in the nation’s top law enforcement spot.
Georgia lawmakers fail to settle voting machines conflict before end of annual session
The Georgia General Assembly ended its annual session early Friday without a plan for new equipment to overhaul the state's voting system by a July deadline, plunging into doubt the future of elections in the political battleground.
Colorado sues Trump administration, calling new election order ‘unconstitutional’
Colorado Attorney General Phil Weiser has joined a multistate coalition suing President Donald Trump over a new executive order on elections, arguing the directive unlawfully intrudes on states’ authority to run their own voting systems and threatens access to mail ballots for millions of voters. The lawsuit argues that Trump’s executive order is unconstitutional because […]
Former Turnstile guitarist is accused of hitting an ex-bandmate's dad with his car
a e n law-enforcement assault general-news grammy-awards homicide courts crime music entertainment u-s-news | WWL
Former Turnstile guitarist is accused of hitting an ex-bandmate's dad with his car
a e n law-enforcement assault general-news grammy-awards homicide courts crime music entertainment u-s-news | NewsRadio 1080 KRLD
Former Turnstile guitarist is accused of hitting an ex-bandmate's dad with his car
a e n law-enforcement assault general-news grammy-awards homicide courts crime music entertainment u-s-news | WBEN
Gemma 4 and what makes an open model succeed
Having written a lot of model release blog posts, there’s something much harder about reviewing open models when they drop relative to closed models, especially in 2026. In recent years, there were so few open models, so when Llama 3 was released most people were still doing research on Llama 2 and super happy to get an update. When Qwen 3 was released, the Llama 4 fiasco had just gone down, and a whole research community was emerging to study RL on Qwen 2.5 — it was a no brainer to upgrade. Today, when an open model releases, it’s competing with Qwen 3.5, Kimi K2.5, GLM 5, MiniMax M2.5, GPT-OSS, Arcee Large, Nemotron 3, Olmo 3, and others. The space is populated, but still feels full of hidden opportunity. The potential of open models feels like a dark matter, a potential we know is huge, but few clear recipes and examples for how to unlock it are out there. Agentic AI, OpenClaw, and everything brewing in that space is going to spur mass experimentation in open models to complement the likes of Claude and Codex, not replace them. Especially with open models, the benchmarks at release are an extremely incomplete story. In some ways this is exciting, as new open models have a much higher variance and ability to surprise, but it also points at some structural reasons that make building businesses and great AI experiences around open models harder than the closed alternatives. When a new Claude Opus or GPT drops, spending a few hours with them in my agentic workflows is genuinely a good vibe test. For open models, putting them through this test is a category error. Something else to be said about open models in the era of agents is that they get out of the debate of integration, harnesses, and tools and let us see close to the ground on what exactly is the ability of just a model. Of course, we can’t test some things like search abilities without some tool, but being able to measure exactly the pace of progress of the model alone is a welcome simplification to a systematically opaque AI space. Share The list of factors I’d use to assess a new open-weight model I’m considering investing in includes: Model performance (and size) — how this model performs on benchmarks I care about and how it compares to other models of a similar size. Country of origin — some businesses care deeply about provenance, and if a model was built in China or not. Model license — if a model needs legal approval for use, uptake will be slower at mid-sized and large companies. Tooling at release — many models release with half-broken, or at least substantially slower, implementations in popular software like vLLM, Transformers, SGLANG, etc due to pushing the envelope of architectures or tools. Model fine-tunability — how easy or hard it is to modify the given model to your use-case when you actually try and use it. The core problem is that some of these are immediately available at release, e.g. general performance, license, origin, etc. but others such as tooling take day(s) to week(s) to stabilize, and others are open research questions — with no group systematically monitoring fine-tunability. In the early era of open models, the days of Llama 2 or 3 and Qwen pre v3.5, the architectures were fairly simple and the models tended to work out of the box. Some of this was due to the extremely hard work of the Llama, Qwen, Mistral, etc. developer teams. Some is due to the new models being genuinely harder to work with. When it comes to something like Qwen 3.5 or Nemotron 3, with hybrid models (either gated delta net or mamba layers), the tooling is very rough at release. Things you would expect to “just work” often don’t. I’ve been following this area closely since we released Olmo Hybrid with a similar architecture, and Qwen 3.5 is just starting to work well in the various open-source tools that need to all play nice together for RL research. That’s 1.5 months after the release date! This is just to start really investing more into understanding the behavior of the models. Of course, others started working on these models sooner by investing more engineering resources or relying on partially closed software. The fully open and distributed ecosystem takes a long time to get going on some new models. All of this is lead-in for the most important question for open models — how easy is it to adapt to specific use-cases? This is a different problem for different model sizes. Large MoE open-weight models may be used by entities like Cursor who need complex capabilities in their domain, e.g. Composer 2 trained on Kimi K2.5. Other applications can be built on much smaller models, such as Chroma’s Context-1 model for agentic search, built on GPT-OSS 20B. The question of “which models are fine-tunable” is largely background knowledge known by engineers across the industry. There should be a thriving research area here to support the open ecosystem model. The first step is to understand characteristics of different base and post-trained models to understand what they look like. The second step is to tune pretraining recipes for open models so they’re more flexible. Interconnects AI is a reader-supported publication. Consider becoming a subscriber. Subscribe For The ATOM Project and other Interconnects endeavors, we’ve put in substantial effort to measuring adoption trends in the open ecosystem. Everything takes a long time to unfold after a model is first publicly available — and adaptability is why. What we know for sure now, when Qwen has been going from strength to strength with its releases, is that technical staff across the industry has gotten comfortable working with Qwen models. Countless research methods and datasets were made to work with Qwen. It’ll take patience for any other model family to get to this point — a patience I’m not sure many open model builders have. This takes us to Gemma 4, Google’s latest open models. Gemma 3 was released more than a year ago, in March of 2025, and is a bit underrated. Gemma 4 comes in 4 sizes for now, with a bigger, MoE model of over 100B total parameters rumored but not released yet. The models we have today come in sizes of ~5B dense, 8B dense, 26B total 4B active MoE, and 31B dense. I’m most excited that they’re finally adopting a standard Apache 2.0 open source license. This’ll massively boost adoption. The standard of better licenses for strong open-weight LLMs was set by mostly Chinese open model labs in the last 1-2 years, and now U.S. companies are following suit. I will personally be so happy if the horrible Llama licenses and Gemma terms of service were an ~18-month transient dynamic of the industry being nervous about releasing strong open models. The Gemma 4 scores look very solid, the small models have incredible benchmark scores (especially in general domains like LMArena) and the 31B model rivals the recent Qwen 3.5 27B, which is the leading member of that class. The ~30B size range is an important one, as it’s accessible both to researchers and to enterprises looking to deploy the model in real use-cases. Where the 7B model scale is the default for tinkering and research, a 30B model is the default for seeing if an open model can unlock substantial value in your specific workflow — a good mix of intelligence, low price, tractability for downstream training, etc. This takes us back to the above adoption criteria I mentioned for open models and the bigger question — do I think Gemma 4 will be an overwhelming success? Previous Gemma models have been plagued by tooling issues and poorer performance when being finetuned. Gemma 4’s success is going to be entirely determined by ease of use, to a point where a 5-10% swing on benchmarks wouldn’t matter at all. It’s strong enough, small enough, with the right license, and from the U.S., so many companies are going to slot it in. I’m cautiously optimistic that Gemma 4 is going to work better here. Winds are shifting for open models built in America. We saw GPT-OSS go through a bumpy launch to become an overwhelming success. There’s a collective energy around the likes of Reflection, Arcee, Nemotron, Gemma, Olmo, and peers that show substantial demand for building new stacks around open models. There’s capital to be spent on AI stacks across the economy by those who want more ownership of everything, including the model. After launching The ATOM Project 240 days ago, the conversation is shifting into the next stage. Summer of 2025 was a crisis moment where the U.S. AI scene realized it can’t wait and figure out open models after building AGI. The two markets will capture different areas and proceed in parallel. Now that more companies in the U.S. are releasing strong models, we need to improve the ecosystem so that these models are easy to use, understand, and build value around. It’s the hard work to build another inflection point in these adoption plots I’ve been updating consistently, but that’s the work to be done. Join me in it. More data coming soon! Here’s a sneak peek:
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Blake Lively's sexual harassment claims against Justin Baldoni tossed out but robust case remains
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Morning Sports: April 3, 2026
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