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European chemical firms, hit hard by Iran war, to report falling Q1 earnings
European chemical companies are expected to report weaker first-quarter results, shedding light on how deep the impact from the war in the Middle East has been on an industry largely seen as one of the most exposed to it.
The underworld invades Sutter Street Theatre
FOLSOM — "Hadestown: Teen Edition," an intriguing and beautiful folk opera, delivers a deeply resonant and defiantly hopeful theatrical experience. The full-length adaptation of Anaïs Mitchell’s "Hadestown," modified for performance
Black hole wakes after 100 million years and erupts like a cosmic volcano
A colossal “cosmic volcano” has erupted in deep space, as a supermassive black hole in galaxy J1007+3540 roars back to life after nearly 100 million years of silence. Astronomers captured stunning radio images showing fresh jets blasting outward while crashing into the intense pressure of a surrounding galaxy cluster, creating a chaotic, distorted structure stretching nearly a million light-years.
Watch: Provost Dittmar, Project Metis leaders outline vision for brain health, brain economy
Four months after its launch, Project Metis is building momentum — with a new website and video offering a deeper look at the initiative’s vision to position the Houston-Galveston region as a global leader in brain health and the emerging brain economy.
'Human minds shouldn't have to go through' this: Artemis II crew recalls unreal moment when Earth disappeared — Space photo of the week
A stunning Earthset image from Artemis II recalls Apollo 8's Earthrise, marking humanity's return to deep space and the start of a new era of exploration.
Sooo ... About Last Night
Last night (Sat., April 11, 2026), Ultimate Fighting Championship (UFC) ventured forth to Kaseya Center in Miami, Florida for UFC 327. Was this the deepest numbered event since UFC 300? Maybe Jon Anik was onto something! There were great fights from top to bottom, like Kelvin Gastelum vs. Vicente Luque on the early “Prelims” card. […]
Christmas Vacation and Congress: 'We're all in misery' amid the ongoing DHS shutdown
Fox News' Chad Pergram discusses Congress' prolonged DHS shutdown and the risky tactics associated with it as political divisions threaten deeper government funding crises.
Scientists Finally Crack the 100-Million-Year Evolutionary Mystery of Squid and Cuttlefish
Genomic analysis reveals squid and cuttlefish evolved in deep oceans, survived mass extinction in refuges, and later rapidly diversified, following a “long fuse” evolutionary pattern.
Republicans are torn on following Trump's lead in governor's race
Republicans have a rare, if slim shot at winning the governor’s mansion in deep blue California — but risk blowing it if they’re divided.
Scientists Baffled by Bizarre “Living Fossil” From 275 Million Years Ago
Tanyka amnicola is a newly identified ancient tetrapod known from unusual twisted jawbones adapted for grinding plants. This rare herbivorous “living fossil” helps scientists better understand early evolution and ecosystems in Gondwana. In a dry riverbed in Brazil, deep within a forest near the A
Pool at Altru Sports Complex will also house UND diving facility to simulate low gravity
The neutral buoyancy facility will be built under the floor of the pool's deep end and used for experiments, research and training in the space studies program.
Scientists Uncover Strange New State of Matter Inside Uranus and Neptune
Deep within the distant ice giants of our Solar System, familiar elements may behave in unfamiliar ways.
Dark Matter Experiment Reaches Critical Milestone Deep Underground
Hundreds of times colder than outer space.
Jeff Landry and Helena Moreno hope Hondo Rodeo Fest in New Orleans pays off
Horses paced on the deep pad of dirt spread across the floor of the Caesars Superdome Friday afternoon, listening to a sound check booming from the enormous concert stage.
How science is rewriting the rules of marine taxonomy, one seaweed at a time
Along the southern coastline, researchers dive deep to collect seaweed from kelp forests and rocky platforms, taking small samples and the location of each sample. Back in the lab, the specimens are preserved—some ...
Proactive business decisions are improving local cancer care
Two of the region’s leading cancer organizations—Mary Bird Perkins Cancer Center and Ochsner Cancer Center—are pushing deeper into underserved communities, deploying new technology and rethinking how care is delivered. The challenges of access, staffing and financing remain formidable, but the distance between patients and quality care is shrinking. Nearly 80% of Louisiana’s land is classified […]
Trump's 2027 Budget Deepens Cuts To Global And Domestic Health
US President Donald Trump wants to eliminate $4.3 billion from the US government’s global health budget, including all funding for the Pan-American Health
Interview: Rob McClure on the Unsettling Reality of SPARE PARTS – “This Isn’t Science Fiction. It’s Just Science.”
“Experimenting on yourself is insane. An experiment on a single person, with no controls, tells you nothing. It is incapable of predicting anything.” Or… is it? Such is the premise of Spare Parts, the darkly comedic and deeply twisted new drama currently shaking up Theatre Row through April 30th — and subverting our standards of what …Read more
Japanese prime minister Takaichi thrilled by Deep Purple's visit to her office
Japanese Prime Minister Sanae Takaichi took a short and happy break Friday as she hosted legendary British rock band Deep Purple in Tokyo as a longtime admirer | K-DAWN
Japanese prime minister Takaichi thrilled by Deep Purple's visit to her office
Japanese Prime Minister Sanae Takaichi took a short and happy break Friday as she hosted legendary British rock band Deep Purple in Tokyo as a longtime admirer | KMBZ
The week that supercharged MAGA media feuds over the Iran war
The right-wing media ecosystem that has long served as a useful bullhorn for President Donald Trump unraveled into disarray this week, as deepening fears over his management of the war — and fragile ceasefire — with Iran spilled into public infighting among some of his most prominent allies.
Opinion | With straight faces, GOP accuses regents of playing politics
Dave Zweifel: Rothman obviously did something deeply unpopular. The vote to sack him was unanimous, and getting 17 people to agree on anything is pretty rare these days.
What's that demolition on Middlebrook Pike? A business with a deep history
This family-owned Knoxville business was a throwback to another era, and it closed last year. The property was sold for $450,000.
International athletes lead Nebraska men’s and women’s tennis
Nebraska's tennis teams star talent from around the world, and sports reporter Ann Carlson dives deep into the stories of the Huskers that shape the tennis world at UNL.
Artemis II has cosmic plans that rely on Colorado's space science
The unit that has deep roots with Denver's Lockheed Martin splashes down on Friday evening.
Celebrate Amazing Stories and Science Fiction’s 100th Birthday
Doors Open 7:15 p.m. Celebrate Amazing Stories and Science Fiction’s 100th Birthday with us! In April 1926, Hugo Gernsback published Amazing Stories magazine for the first time, and while the name of the genre took a few more years to become a household term, many credit this moment with the birth of Science fiction fandom as we know it today! Join us for a two-panels featuring a discussion on the impact of Amazing Stories and Science Fiction as a genre! Featuring published authors, scholars, and podcasters with deep knowledge of the history and great works of the last 100 years. The second panel will be a how-to guide for writing your own Science fiction stories or novels, including teachers, authors, and scholars of the genre. Verbatim Books on Facebook / Instagram
ARTEMIS Week Kicks off at Fleet Science Center in Balboa Park
The center is celebrating humanity’s return to deep space exploration. Visitors can explore the temporary ARTEMIS II exhibits and follow the mission as it unfolds in real-time.
The Deep Space Network Acquires Artemis II Signal
A graphical representation of the Deep Space Network’s radio frequency antennas indicate signal acquisition from NASA’s Artemis II mission to the Moon on
Study finds acne scarring linked to mental health impacts; Doctors urge early treatment
Acne scars may affect more than your skin — new research shows deeper impact.
Health Physicists: The Quiet Experts Keeping Radiation Risks in Check
When radioactive materials are involved, whether at a former nuclear weapons site, a decommissioned reactor, or a legacy industrial facility, the goal is simple: protect workers, safeguard communities and reduce potential radiation risks to levels that are demonstrably safe. At the U.S. Army Corps of Engineers (USACE), health physicists are the professionals responsible for making that happen. Their work is often behind the scenes but always with consequences that matter deeply to the public.
US software stocks fall as Anthropic's new AI model revives disruption fears
U.S. software shares tumbled on Thursday after Anthropic held back the wide release of a powerful AI model over concerns it could expose hidden cybersecurity vulnerabilities, deepening investor fears about the threat to traditional software firms.
3L Rachel Sadler Charts Path in Brain Health, Technology, and Policy Through UC Law SF’s Health Law Concentration - UC Law San Francisco (Formerly UC Hastings)
3L Rachel Sadler studies health law and policy at UC Law SF while researching the legal implications of neurotechnology and other emerging tools that may affect human cognition. 3L student Rachel Sadler shares how UC Law SF’s Health Law Concentration prepared her for a career focused on the intersection of brain health, government policy, and technology. Gained a detailed understanding of how U.S. health care is regulated and where policy reform is needed through coursework and research. Interned with state and federal agencies that regulate health care services and worked with a major health care provider’s bioethics department. Plans to pursue a career focused on protecting cognitive liberty and mental privacy as new technologies reshape healthcare. 3L Rachel Sadler: The Health Law Concentration has given me fluency in one of the most complex regulated industries and the tools to become an effective advocate for better health policy. Before coming to law school, I spent a decade teaching and working with teachers and administrators on high school programming for multilingual learners. Healthcare kept emerging as the most powerful driver of student outcomes. I wanted to understand how to make effective policy change in this area and how to use existing law to defend people’s health rights in California. Through the concentration’s coursework, I gained a sophisticated understanding of how U.S. healthcare is regulated. I also learned where the pressure points for reform exist. The courses gave me space to develop what became my central research interest: how law and policy can be built to protect human cognition and healthy brain development, particularly regarding new technologies such as generative AI and neurotechnology. The health law faculty were instrumental in that process, genuinely invested in helping me and other students define and pursue our own intellectual vision. During law school, I interned at the General Counsel’s Office for Region IX of the U.S. Department of Health and Human Services. I also externed at the California Department of Justice’s Health, Education and Welfare Division. Additionally, I externed at Kaiser Permanente Northern California’s Bioethics Department. Alongside those placements, I conducted extensive independent research on mental privacy and emerging neurotechnology, working closely with Professors Emily Murphy and George Horvath. That research became the throughline of my law school experience and the foundation of my current policy focus. I must also credit Nicole Ozer of the Center for Constitutional Democracy (CCD), whose deep knowledge of California privacy law and the public-interest privacy landscape deeply informed my work. I currently serve a research assistant with the CCD, where I spearhead the development of K-12 educational resources in partnership with law faculty and students. I’ve found UC Law SF to be an ideal place for second-career, nontraditional students. There is a tremendous diversity of life and career experience here, and I felt fully welcomed into the community, despite returning as a student at a different stage of life. I came to law school wanting to promote equity in California’s healthcare system. I am leaving with a sharper and more specific ambition: to build a policy career focused on protecting cognitive liberty and mental privacy from technological intrusion. This is both an urgent and underserved area of law, and I want to be part of defining this landscape going forward. Whether as a practicing attorney or a policy advisor, I plan to work on these issues after law school. I strongly recommend UC Law SF and the Health Law Concentration. When I arrived in law school, I worried the concentration would be narrow and that my non-clinical background would be a disadvantage. The opposite was true. The health law faculty thinks about health expansively, encompassing social determinants of health, structural inequity, and emerging technologies alongside the regulatory mechanics of the industry. The faculty are accessible, intellectually generous, and genuinely invested in students’ development. I found my research vision here, and I deeply appreciate the concentration’s role in this. The Evidence of Success series highlights UC Law SF students as they share how the College’s opportunities equip them with the experience, skills, and confidence to excel in the legal profession.
A tiny experiment using Artemis II astronaut cells could reshape medicine
Chips seeded with the astronauts’ bone marrow cells circled the moon to help probe how deep-space flight affects human biology.
DeepMind moved faster by acting like a startup, Demis Hassabis says
Google DeepMind CEO Demis Hassabis shared how his AI lab has caught up with its rivals in the last two to three years.
Bartholomew’s heroics save Cyclones in rivalry game
IOWA CITY — While the rain appeared heavy at times on the Big Ten Network stream it was a case of “when it rains, it pours” as Iowa State (23-15, 4-8 Big 12) and Iowa (21-17, 5-10 Big Ten) combined for five home runs, punctuated by Reagan Bartholomew’s game-winning two-run homer to deep center field […]
Gemini app rolling out ‘notebooks’ to organize chats & files, integrates with NotebookLM
The Gemini app is getting deeper NotebookLM integration after the initial source support introduced last year.
Artemis II: Beleaguered federal scientists take a victory lap
As the NASA astronauts return to Earth, President Donald Trump is promoting deep cuts in research funding for the second year in a row.
Trump says U.S. will work with Iran to 'dig up' enriched uranium. Iran hasn't confirmed that
He previously said the U.S. would retrieve the deeply buried material, which is expected to be an intensive undertaking, if it struck an agreement with Iran.
Strengthening One Health through coordinated action on implementation, science, policy and financing - WOAH - World Organisation for Animal Health
Today, the Fourth Quadripartite Executive Annual Meeting will convene in Lyon, France, from 8-9 April 2026. The meeting will focus on preventing future health crises through more integrated systems for managing the health of animals, humans, plants and ecosystems. Preventing future health crises requires urgent, coordinated action that recognizes the deep interconnections between the health of […]
Strengthening One Health through coordinated action on implementation, science, policy and financing - WOAH - World Organisation for Animal Health
Today, the Fourth Quadripartite Executive Annual Meeting will convene in Lyon, France, from 8-9 April 2026. The meeting will focus on preventing future health crises through more integrated systems for managing the health of animals, humans, plants and ecosystems. Preventing future health crises requires urgent, coordinated action that recognizes the deep interconnections between the health of […]
Sony Pictures Entertainment to cut hundreds of jobs in TV and film
The job cuts at Sony Pictures come amid a deep slump and existential crisis in Hollywood, which has faced setbacks, two labor strikes and the ongoing collapse of cable TV.
Republican wins runoff to replace Marjorie Taylor Greene in Congress
Clay Fuller, a district attorney backed by President Donald Trump, defeated Shawn Harris in the deeply red district vacated by Marjorie Taylor Greene.
Viewpoint: FP10 should remain open, excellent and secure
Europe is right to worry about research security. Foreign interference is real. So is the misuse of sensitive knowledge. Universities working in sensitive areas such as AI, quantum, semiconductors and advanced materials cannot afford to ignore the geopolitical environment around them.But Europe is in danger of drawing the wrong conclusion, one that would increase, not reduce, its strategic vulnerabilities.If the EU applies an “EU preference” logic to the next Framework Programme for research and innovation (FP10), it will weaken one of its greatest strategic assets: a research system built on openness, excellence and international collaboration. In the name of security, Europe could end up advancing science more slowly, innovating less effectively and making itself less attractive to global talent and partners in advanced science and technology.That would be a serious mistake.The EU preference included in Article 10 of the proposed European Competitiveness Fund may make sense in some industrial or deployment contexts, but is far harder to justify when applied to collaborative research in advanced science and technology, where excellence and global connectivity are crucial. Research is not procurement. It does not thrive when isolated. It advances through access to the best ideas, the best people, the best facilities and the best data, wherever they are found. This is why FP10 should not simply absorb industrial policy logic by default. Doing so would risk importing instruments that are ill-suited to research and that ultimately increase vulnerability rather than resilience.For universities of science and technology, the issue is especially acute. These institutions sit at the frontier of knowledge and technology creation in the very fields Europe sees as critical for its future competitiveness and resilience. They know better than most that security risks are real. But they also know that openness and security are not opposites. In practice, they have to be made to work together. Research security is not about closing doors. It is about building resilience through collective responsibility, trust, proportionate safeguards and better governance. That is a fundamentally different approach from default restriction.The risks of non-collaborationThe real danger in the current debate is that Europe talks too much about the risks of collaboration and not enough about the risks of non-collaboration. Those risks are strategic too. Cut researchers off from international networks and Europe loses access to knowledge, data, infrastructures and talent. Slow down global collaboration in critical technologies and Europe slows down its own progress on cutting-edge science. Make participation rules unpredictable and Europe weakens its attractiveness to researchers and investors alike.In other words, over-restricting collaboration will create strategic vulnerabilities, particularly in advanced science and technologies.This point is often underestimated in policy discussions that frame openness mainly as a value to be defended. Europe’s scientific strength, technological development and long-term competitiveness depend on remaining connected to the best research ecosystems in the world. For a continent that wants to accelerate deep tech, strengthen industrial capacity and reduce strategic dependencies, weakening the excellence base would be self-defeating. That does not mean ignoring risk. Quite the opposite. Universities are already strengthening due diligence, internal governance, awareness-raising, screening procedures and compliance support. Across Europe, institutions are working to manage risks linked to foreign interference, sanctions, export controls and the misuse of research. The right response is not complacency. It is better risk management. But that means targeted, evidence-based and proportionate measures, not blunt top-down restrictions with wide spillover effects. In the daily reality of universities, openness and restriction often coexist. The real challenge is how to apply safeguards without sliding into securitisation that damages academic freedom, open science and international cooperation. Restrict partners, not nationsMore restrictive treatment of collaborators from European Economic Area members Iceland, Liechtenstein and Norway, or from Switzerland and the UK, is strategically very difficult to justify. These are deeply embedded partners in Europe’s research and innovation ecosystem. Beyond that, Europe should still resist default exclusion and instead rely on case-by-case assessment. The relevant question is not nationality in the abstract. It is the actual risk profile of a collaboration: the institution, the affiliations, the field, the knowledge involved, the intended use and the safeguards available. Screening should focus on institutions and affiliations rather than nationality alone. Related articlesParliament ‘misreads’ link between Horizon Europe and ECF, Commission official saysFrustration grows at governance gap in next Horizon EuropeIf EU preference logic is imported into research without careful calibration, the likely result is a chilling effect. Researchers may step back from legitimate and beneficial collaboration, even where risks are manageable. International partners may see Europe as less predictable. And Europe may end up undermining the very excellence base it needs to compete, scale up and lead in strategic technologies, thereby increasing its dependence on others.FP10 should do the opposite. It should remain open by default, with restrictions used only exceptionally, and then on the basis of clear evidence. It should integrate research security into open science and research integrity frameworks, not set them against each other. And it should recognise that academic freedom, scientific excellence and responsible international collaboration are not obstacles to Europe’s security, they are part of it. Europe needs stronger tools to protect itself. But it also needs the discipline to avoid measures that would weaken it and increase its strategic vulnerabilities in the process. In FP10, that means staying open, excellent and secure.Louise Drogoul is senior advisor for innovation and sustainability at the Cesaer university association.
NASA's Newest Photos Of The Moon Will Make You Proud To Be An American
NASA’s Artemis II mission sends astronauts past the moon, delivering stunning iPhone photos and a rare real-time look inside the Orion spacecraft during deep space travel.
The Boundless Deep: Young Tennyson, Science, and the Crisis of Belief by Richard Holmes
Pantheon Review by Walter Cummins The image of Alfred Tennyson I’ve carried for decades goes back to the childhood card game of Authors that depicts him with a stately continence sharpened by a jutting black beard. He’s formidable, his aura superior. Holmes opens his biography of the youthful Tennyson by describing the similar formality of the imposing Tennyson statue at Trinty College Cambridge, sharing the honor with other Trinity greats, including Isaac Newton, Francis Bacon, and Thomas Babington Macaulay. Holmes doesn’t want to chip away at that statue but rather reveal its inner youthful core of the man—tall, handsome, and talented but unformed, emerging from a disturbed family of addicted or insane male siblings and four unusual sisters struggling under a violent alcoholic clergyman father. Alfred was certainly statuesque, but would he end up a block of unformed stone like his equally promising brothers? He was youngest of three equally regarded Tennyson brothers at Cambridge, all bright, handsome, and talented, in fact Alfred regarded by some as less promising than his elders who also wrote poetry. Yet Alfred wrote one of his major poems, “The Kraken,” at twenty, revealing both his talent, his interest in geological forces, and the haunting creature that embodied his anxieties. While Holmes focuses on Tennyson of the 1830s and 1840s, he can’t tell his story without exploring his involvement with the Victorian intellectual upheaval. Tennyson was fascinated by new scientific perspectives, following the latest findings as soon as books and articles were published. He was especially taken with Charles Lyell’s deep studies of geology and the discovery of fossils and a timeline of the planet’s development that did much to question fundamental religious assumptions. The impact of these discoveries is reflected in Tennyson’s poetry and led to the crisis in belief he shared with so many contemporaries. He was especially taken by the cycles of destruction and renewal that informed the struggles he confronted in In Memoriam, Maud, and Idylls of the King. Tennyson was only one of the eventual major figures at Cambridge at the same time, young men just beginning to realize their potential. Charles Darwin was at Christ College, although there is no evidence that he and Tennyson even met as students or later in life. Yet evolution became significant in Tennyson’s thinking and the issues of his poetry. One of Tennyson’s best and most important Cambridge friends was Edward FitzGerald, who became the translator of The Rubáiyát of Omar Khayyám and in their on and off relationship served as Tennyson’s harshest critic. FitzGerald was also a friend of the novelist William Makepeace Thackeray, the two of them partying in Paris as undergraduates. That connection led to a friendship between Thackeray and Tennyson. Others who came to play significant roles in Tennyson’s life were Thomas Carlyle, the Brownings, and the Pre-Raphaelites. Tennyson’s deepest friend at college was Arthur Hallam, who at twenty wrote a glowing review of Tennyson’s first poetry collection, travelled on European adventures with him, and fell in love with his sister Emily. Hallam was also regarded as one more very promising Cambridge student. His sudden death at twenty-two in Vienna from a stroke while travelling with his father devastated many friends, but perhaps Tennyson most of all. He did not write immediate poems of grief but took years to compile those collected in In Memoriam A.H.H., published in 1850, almost twenty years after Hallam’s death For all of Tennyson’s early poetic successes and successes, Holmes reveals him as an often troubled young man suffering periods of depression, fearing planetary upheaval, concerned about supporting himself, disappointed in romances, and worried that he would inherit the family’s mental illness tendencies. Yet despite his seeming withdrawals, he was always writing poetry that he kept private and would not let go, constantly revising. 1850 became a transformative year for Tennyson. He finally consented to publishing In Memoriam with a last-minute prologue that acknowledged God and perhaps convinced the religious Emily Sellwood to marry him after years of pursuit.. He opened up to Emily, revealing his struggles with fears of depression and “weird seizures.” The devastating event of that time was the stillborn death of his unnamed first son. It shook him, but Emily’s faith brought them closer and convinced him to believe in an afterlife. Two later sons survived. With the death of William Wordworth in April of 1950, Tennyson was named poet laureate at age forty-one, reluctantly accepting. It’s as if Tennyson’s life split in half in that year. He lived another forty years, now a recognized success, with the prestige of being an official poet writing patriotic verse, wealthy and revered, no longer the insecure young man seeking an outlet for his immense talent. He earned a place in the Authors deck, now dignified and in 1884 elevated to the peerage as Arthur, Lord Tennyson. Richard Holmes is the author of twenty previous books on the Romantics and Victorians, several of which received awards. The Boundless Deep was shortlisted for the 2025 Baillie Gifford Prize for Non-Fiction. He captures the complex vicissitudes of Tennyson’s youth, illustrated by frequent excerpts from the poetry, placing that life in the full context of the shattering discoveries that led to an upheaval of thought in the Victorian age.
How Trump Took the U.S. to War With Iran
In a series of Situation Room meetings, President Trump weighed his instincts against the deep concerns of his vice president and a pessimistic intelligence assessment. Here’s the inside story of how he made the fateful decision.
Amid Iran war, 53 of Israel's future scientists showcase projects in Jerusalem contest
‘Courageous, creative, and deeply committed’: The Young Scientists and Developers in Israel returns for its 29th year amid war, as part of National Science Week events.
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% […]
Doctors warn that Israel is targeting Lebanon's health care system, as it did Gaza's
Since the war between Israel and the militant group Hezbollah reignited on March 2, Israel has pushed deeper into southern Lebanon
Netflix's New #1 Show Absolutely Lives Up to the Hype—and I'm Not the Only One Who's Obsessed
Netflix’s current #1 show is a feel-good, deeply real dating series that’s quietly winning everyone over. Here’s why viewers can’t stop watching (and rooting for the cast).
‘Sports Heaven: The Birth of ESPN’ and Shaping the Modern-Sports Ecosystem | The Walt Disney Company
On Monday, fans will be able to dive even deeper into that history with the documentary 'Sports Heaven: The Birth of ESPN,' premiering on ESPN.
Virginians deeply divided on Spanberger months after her landslide win
A Washington Post-Schar School poll finds that Virginia voters are highly polarized over Gov. Abigail Spanberger (D), who ran as a unifying centrist.
Ohio’s First Forensic Toxicology Master’s Program Opens for Enrollment at UToledo
The online program, which now has state approval, is built on UToledo’s “deep toxicology and pharmacology foundation.”
After Gaza devastation, Israeli attacks on Lebanon's health care system feel familiar for many
Since the war between Israel and the militant group Hezbollah reignited on March 2, Israel has pushed deeper into southern Lebanon
After Gaza devastation, Israeli attacks on Lebanon’s health care system feel familiar for many
Since the war between Israel and the militant group Hezbollah reignited on March 2, Israel has pushed deeper into southern Lebanon.
All That Jazz at the Elms With Julia Reynolds
With a grand piano, a loyal following, and a deep love for the Elms Hotel, Julia Reynolds has found the perfect stage for the music that has shaped her life since childhood.
Trump’s 2027 budget proposes deep cuts to science programs
Domestic agencies would face $73 billion in cuts, including reduced funding for scientific research and health and environmental programs
Bridging Political Divides: How faith can help find common ground
About 80% of American adults believe our political divides run so deep that we cannot even agree on basic facts, according to the Pew Research Center. But some Utah leaders say faith is helping them to find the common ground needed to bridge those political divides and find a new path forward.
U.S. Rescues Downed Air Force Officer Deep Inside Iran, Officials Say
An Air Force officer of a F-15E Strike Eagle shot down on Friday by Iran spent a day in hostile territory with little more than a pistol for protection.
Microsoft spent years pushing Copilot, but now it says don’t rely on it
Microsoft says Copilot is for “entertainment purposes only,” despite deep integration into Office and Windows, sparking criticism over mixed messaging.
Dan Hurley called his shot: Tarris Reed Jr. would be X-factor for UConn Final Four run
Tarris Reed Jr. started only one game last year. Now, he's an every-game starter for UConn and has led the Huskies on a deep March Madness run.
Arizona Final Four appearances: Wildcats' deepest March Madness runs
How many Final Four appearances does Arizona men's basketball have? Here's a look at the Wildcats' March Madness history:
‘Racist ideology lodges itself amid austerity politics’: newly elected French mayor on tackling far right
Bally Bagayoko, who was targeted by racist abuse after winning Saint-Denis mayorship, vows to tackle inequality to stem deepening divisions
Three ripple effects of Luka Dončić's injury: Lakers have lingering questions as playoff picture muddies
Luka Dončić is unlikely to play again this season unless the Lakers can make a deep playoff run without him
Cavaliers Deep Dive, Lakers Lose Luka + Sky Trade Thoughts
Meet NASA’s New Artemis II Science Officers
NASA’s first Artemis II science officers—Kelsey Young, Trevor Graff, and Angela Garcia—are pioneering a new era of mission operations by integrating advanced lunar science directly into Mission Control. Their work will shape how future Artemis crews observe, analyze, and deepen our understanding of the Moon.
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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