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Trump endorses Paxton in Texas Republican primary, boosting effort to oust Sen. Cornyn
Although the four-term Cornyn has backed Trump’s agenda in Washington, Paxton pitched himself as a political warrior for the MAGA movement.
How In-House Bookkeeping May Be Costing Your Business More Than You Think
Outsourced accounting services deliver a team with the expertise, processes, and technology to set your business up for success.
FDA approves first-in-class hypertension drug from AstraZeneca
The pivotal trial for baxdrostat showed nearly double-digit placebo-adjusted systolic blood pressure reduction.
No height limit for entrepreneurship: Kansas nonprofit boosts children’s business literacy
“We look at every child as a leader right now,” said Leah Ellis, founder of The Society of Child Entrepreneurs, “and ask them what they want to see happening in their community today, rather than kicking the can down the road until they’re older or taller.”
Garden Grows into Therapeutic Space at Kettering Health Behavioral Medical Center
To boost the behavioral health experience of patients, a therapeutic garden was created at Kettering Health Behavioral Medical Center.
Shelby Kennedy Releases New Book On Navigating The Music Business
Veteran music executive and songwriter Shelby Kennedy has penned a new book for aspiring [...]
Fast-track ‘alumni’ boom: how short courses at Harvard and Stanford became big business
Fast-track ‘alumni’ boom: how short courses at Harvard and Stanford became big business
Yoshi and the Mysterious Book developer finally revealed
Nintendo has been keeping quiet about the developer behind Yoshi and the Mysterious Book, but that information is now confirmed.
Red Sox Get Small Boost In Power Rankings
The Boston Red Sox (20-27) are in last place in the American League East, 11.5 games behind the first-place Tampa Bay Rays.
Shock, The Developer For Yoshi And The Mysterious Book Is Exactly Who You Think
How you feelin'?
Yoshi and the Mysterious Book reviews roundup
Come see how Yoshi and the Mysterious Book has turned out on Nintendo Switch 2 with this early roundup of reviews.
Why Hayden Panettiere was 'deeply uncomfortable' with dynamic with Connie Britton on 'Nashville'
In her new book, Hayden Panettiere explores the 'deeply uncomfortable' dynamic with Connie Britton on the set of 'Nashville.'
Nintendo keeps finding new ways to reinvent platformers
Yoshi is more than just an adorable face.
XTI Aerospace's Drone Nerds Business Adds Agremo Crop Monitoring and Field Analytics Platform to Enterprise Software Portfolio
/PRNewswire/ -- XTI Aerospace, Inc. (Nasdaq: XTIA) ("XTI Aerospace," "XTI," or the "Company"), an aerospace and advanced technology platform and parent company...
Businesses face varied futures as Boomers sell, retire
About 6 million small- and medium-sized businesses could be up for sale in the next decade.
Scientists boosted one protein and aging mice became stronger and healthier
Scientists have identified a protein that appears to put the brakes on the chronic inflammation linked to aging. Older mice with boosted levels of the protein were stronger, more energetic, and had healthier bones than untreated mice. Researchers say the findings could eventually lead to therapies that help people stay healthier and more independent later in life.
The Science of Cities. 10 Books You Must Read
The Science of Cities. 10 Books You Must Read: Nautilus ventures into the urban world to map the mysterious complexity of cities
Vibrant Emotional Health to Continue as National Administrator of the 988 Suicide & Crisis Lifeline
/PRNewswire/ -- Vibrant Emotional Health (Vibrant), the nonprofit administrator of the 988 Suicide & Crisis Lifeline (988 Lifeline), announced today that the...
Biggest bombshells from Hayden Panettiere’s book ‘This Is Me: A Reckoning’
Hayden Panettiere's book, ‘This Is Me: A Reckoning,' includes revelations about her career, Hollywood romances, substance abuse struggles, and more.
Vaginal Health Products Are Booming. Do You Really Need Them?
Gaps in women’s health knowledge and care have created a business opportunity. What could go wrong?
Millions expected to lose Affordable Care Act coverage as costs spike
Congress’s refusal to continue pandemic-era subsidies for ACA beneficiaries is taking a big bite out of consumers’ pocketbooks.
The women leaving the 'New Right'
Defectors from the ‘New Right’ say that sexism is a feature, not a bug of modern-day conservatism.New York Magazine’s Sam Adler-Bell published The Young Women Leaving the New Right, detailing the experiences of conservative women who say that rampant misogyny within the space is pushing them out of a community they helped build. From demanding that women stay home and out of public life to advocating for the repeal of civil rights law - some conservative women have reached their limit. But host Brittany Luse wonders: will this change of heart stick in the voting booths? Or is this just more of the same?To answer that question, Brittany is joined by Editor at Large of the 19th and NABJ President, Errin Haines. Errin helps unpack the link between the ‘new’ and ‘old’ right, white women checkered political history, and how searching for community can sometimes lead people down dark paths. Want more about women and politics? Check out these episodes:Progressive women have 'had it!' And they're fighting back.The political power of Gen Z womenEnough is enough. Is it time to leave America?Support Public Media. Join NPR Plus.Follow Brittany on Instagram: @bmluseFor handpicked podcast recommendations every week, subscribe to NPR’s Pod Club newsletter at npr.org/podclub.
LA mayor's race: AI videos supporting Spencer Pratt shake up political playbook
AI-generated videos depicting L.A. mayoral candidate Spencer Pratt as a superhero and his rival Karen Bass as a villain are gaining traction online.
Lenovo intros Wildcat Lake laptops as new MacBook Neo alternatives
The new Lenovo Lecoo Air 13, Air 14, and Air 15 have been introduced in China. These are powered by the Intel Wildcat Lake processors, and the laptop line is expected to rival the MacBook Neo in terms of price.
Carter Bryant helps Spurs steal Western Conference finals opener
Game one of the NBA Western Conference finals is in the books and it was an instant classic. The San Antonio Spurs stole game one against the Oklahoma City Thunder, in double overtime, 122-115 behind a 41-point, 24-rebound performance from Victor Wembanyama. OWembanyama’s performance will forever be talked about but what will be overlooked is […]
The Toy Book’s Licensing & Entertainment Issue is Here!
Timed with Licensing Expo, this issue is packed with exclusive features and hundreds of new toys and games.
The Toy Book | 2026 Licensing & Entertainment Issue
The Official Trade Publication for the North American Toy Industry presents The Licensing & Entertainment Issue, featuring The Licensing Book.
Most Business Transformations Fail. Here's What Leaders Can Do Differently
/PRNewswire/ -- Companies are investing trillions of dollars in transformation initiatives, yet change efforts continue to fail routinely. The financial costs...
Spirits brands look to sports, sponsorship and celebrity playbook to convert younger consumers
For advertisers like Chivas, Maker’s Mark and Jameson sports is the keystone of efforts to recruit younger drinkers and renew brand profiles.
Thunder’s 2025 championship season is drawing more fans, boosting local businesses in OKC
As the Oklahoma City Thunder’s season has heated up, local businesses near the arena say the excitement has translated into bigger crowds, stronger sales and a
SimonMed hopes to drum up whole-body MRI business
The Tucson, Arizona-based radiology practice announced it will offer 20% discounts on its longevity scans to the military, veterans and first responders.
Starbucks layoffs prompt renewed concern about Seattle business climate
The return of a bookstore, in the heart of what was once a thriving retail and dining district, should be a cause for celebration.
In the Digital Health Era, Can We Do Better Than a Consent Form?
UC San Diego researchers argue that informed consent in digital health needs a reboot. Their studies show people want clarity, dialogue and real control over their data — proving consent should be a relationship, not just a form.
Hegseth unleashes on Massie in GOP primary showdown against Trump-backed Navy SEAL vet
Trump-backed Ed Gallrein gets boost from Defense Secretary Hegseth on the eve of Kentucky's GOP primary challenge against Rep. Thomas Massie.
Kudos to Cheer Club, College of Business faculty, Cybersecurity team and more
Becky Cottrell, Ph.D., Department of Social Work, and Bridget Arend, Ph.D., School of Education Becky Cottrell from the Department of Social Work and Bridget Arend, Ph.D., from the School of Education co-authored an article recently published in an international journal. Read the article. Biff Baker, Ph.D., College of Business Biff Baker, Ph.D., received a Best in Track award from the Society for Advancement of Management for research examining bureaucratic inefficiencies within Section 8 subsidized housing programs. The study focuses on how administrative delays and communication breakdowns can create housing instability for families and discourage landlord participation. It also offers recommendations to improve accountability and trust in public housing systems. Brendan Fry, Ph.D., Department of Mathematics and Statistics Brendan Fry, Ph.D., professor in the Department of Mathematics and Statistics, co-authored the article “Modeling the Impact of Venous Collapsibility on Retinal Oxygenation,” published in the Journal of Theoretical Biology. The interdisciplinary research brought together scholars from the University of Delaware, Indiana University Indianapolis, McGill University and the Icahn School of Medicine at Mount Sinai Hospital. Access the article. Bridget Arend, Ph.D., School of Education Bridget Arend, Ph.D., professor in the School of Education, co-published the book “Facilitating Seven Ways of Learning: A Resource for More Purposeful, Effective, and Enjoyable College Teaching, Second Edition” with James R. Davis. The book explores practical approaches to improving college teaching and student learning experiences. Buy the book. College of Business Faculty At the 2026 Western Decision Sciences Institute international conference, Sally Baalbaki-Yassine, Ph.D., Debora Gilliard, Ph.D., and David Lynn Hoffman, Ph.D., from the College of Business received the Best Case Study Paper Award for “Oreo: A Global Success Story in Brand Evolution and Market Leadership.” Lisa McVicker, Ph.D., and Apryl Brodersen, Ph.D., also had their paper, “Electronic Performance Monitoring: Employer Panacea or Legal Quagmire?” accepted for publication in the Journal of Business Leadership. Community Engagement Exchange Program Metropolitan State University of Denver was selected to host international Fellow Aleja Henao Espitia of Bogotá, Colombia through the Community Engagement Exchange program funded by the U.S. Department of State. View Espitia's LinkedIn profile. David Varel, Ph.D., College of Letters, Arts and Sciences MSU Denver historian David Varel, Ph.D., has been awarded a 2026 ACLS Fellowship by the American Council of Learned Societies. The fellowship program supports outstanding scholarship in the humanities and social sciences, and selected just 63 scholars from more than 2,000 applicants this year. Varel’s project, “The Black Chicago School: Academic Activism in the Age of American Apartheid,” explores the work of Black scholars who challenged scientific racism, built alternative institutions and helped lay the foundation for the modern civil rights movement. The fellowship provides up to $60,000 to support full-time research and writing. Learn more about the fellowship. MSU Denver Office of Financial Aid Team Several MSU Denver employees were recognized for leadership and service during the Colorado Association of Financial Aid Administrators (CAFAA) conference held in May in Crested Butte. Don Holtzen, interim associate director of systems, chaired the conference and was recognized for his service as CAFAA conference chair and technology chair during the 2025-26 term. Holtzen also received the Postsecondary Institution Professional of the Year award, which recognizes financial-aid professionals who have made significant contributions to their institutions and to CAFAA. Tori Pacheco, associate director of Student Services, helped design décor and facilitate the conference and was recognized for her service as CAFAA secretary during the 2025-26 term. Destiny Candelaria, call center coordinator, served on the conference planning committee and presented on One Stops during the event. Michael Nguyen, executive director of Financial Aid and Scholarships, assisted as a CAFAA board member and was recognized for serving as president-elect during the 2025-26 term. Richard Balbag, program assistant I, received the Distinguished Support Staff Member of the Year award, honoring staff members who have made exceptional contributions to their financial-aid offices. Military Friendly Recognition Military Friendly has awarded MSU Denver Gold Status as a military-friendly university and ranked the University No. 7 nationally for military spouses. The recognition reflects MSU Denver’s strong support systems for veterans and military spouses, including transfer credit assistance and retention-focused resources. As of 2026, 1,050 military-connected students are enrolled at the University, advancing institutional priorities around serving veterans and supporting student retention. MSU Denver Cheer Club The MSU Denver Cheer Club earned third place in the 4-Year College Small Coed Intermediate division at the USA Spirit Nationals. Celebrate the win on Instagram. MSU Denver Cybersecurity Team An MSU Denver cybersecurity team earned first place in the Strategist category at the 2026 CYBER RECon National Competition hosted at Fort Meade, Maryland, by U.S. Cyber Command. Led by Jeffrey London, Ph.D., and undergraduate student Matthew Bopp, the team competed against universities and law schools nationwide with its 30-page legal analysis on cybersecurity and free speech titled “Freedom of Speech and MDM: Misinformation, Disinformation, and Malinformation.” The paper also earned Bopp a personal invitation to apply to the University of Maryland School of Law. MSU Denver Debate Team MSU Denver Debate won the 2026 Sierra Sustainability Summit hosted at Yosemite National Park in April. Students Kat Conte and Simon Bernhard bested teams from George Washington University, Gallaudet University, Cal Poly San Luis Obispo, the University of San Francisco and Tennessee Tech in the modified present-and-defend style competition. Their proposal recommended adapting Colorado’s Keep Colorado Wild Pass model to support California state parks facing budget constraints. Learn about the summit. MSU Denver Women’s Golf MSU Denver Women’s Golf was represented on the national stage this month as junior Neige Dunn competed as an individual at the NCAA West Regional. She became the first Roadrunner in 10 years to qualify for NCAA Regionals as an individual. Get the details.
Boston Scientific invests $1.5B in MiRus with option to buy its TAVR business
Boston Scientific has invested heavily in Georgia-based MiRus, a rising name in the competitive TAVR landscape.
How network intelligence helps businesses build digital resilience
Network intelligence can help organizations become more agile and secure, boosting their digital resilience in the future.
Sen. Dave McCormick asks Pennsylvania to embrace AI during Harrisburg luncheon
HARRISBURG — U.S. Sen. Dave McCormick wants Pennsylvania at the forefront of the artificial intelligence boom happening across the United States.
Whoa! Netflix is Sending Narnia Heading to Theaters...What This Means for the Future of Film
(Welcome to the “Most Important Story of the Week”, my bi-weekly strategy column analyzing the most important (but often not buzziest) news story of the last two weeks. I’m the Entertainment Strategy Guy, a former streaming executive who now analyzes business strategy in the entertainment industry. Please subscribe.) Here’s a funny thing about the debate over whether streamers should release their movies in theaters first: Both sides think the other side represents the “conventional wisdom”. If you’ve been reading me for any amount of time, or even just scanned my front page, you know I think movies make more money by having a robust theatrical window compared to going straight-to-streaming. I’ve published thousands of words on this topic. And for years, I felt like I was standing up to a wave of opposition. See, while the “put your films in theaters to make money” take was obvious at any point before 2019, post-streaming revolution, most of the trendy thinkers took the opposite point of view. Big names argued that Netflix putting their film straight-to-streaming (“S-to-S” from here on out) actually made more money. Netflix was “disrupting” theaters, just as they disrupted Blockbuster Video, and since innovation is always good, this too was a great idea. This thinking then leaked into the mainstream business outlets like the Wall Street Journal and Bloomberg. I read many articles whose take boiled down to “Netflix makes tons of money from S-to-S releases” and “theaters were in structural decline” anyways. Covid-19 shutting down theaters and the 2023 strikes shutting down film production seemingly justified this point of view, as the box office struggled to return to 2017-2019 heights. Yet I’ve also read folks arguing the opposite point: the conventional wisdom says to put films in theaters! From some writers’ points of view, “everyone” actually agrees/agreed with my “send your films to theaters” take—especially the stodgy traditional studios—and folks still didn’t understand Netflix’s genius. I feel like, for the last two years, many people have argued this point as if it’s conventional wisdom. You know what? I may have been wrong. At this point, the “S-to-S strategy makes money” might be the minority viewpoint. Especially with the news this month that Netflix will put at least one film—Greta Gerwig’s Narnia film The Magician’s Nephew—in theaters in 2027 for a full 49-day run is big news. So that’s the story of the week, but I’ll also explain why they’re making this move now and why Netflix may not completely embrace theaters, along with other topics, like how I don’t buy Disney’s “super app” strategy, the latest good news out of the unions, my take on the latest attacks against free speech, and a whole lot more. Let’s get started. Subscribe Most Important Story of the Week - Netflix Goes to Theaters! Listen, I promise not to victory lap too hard today. As I just wrote, I’ve argued against sending films straight-to-streaming for—checks calendar—eight years now. Since 2018. Yikes. That’s a long time. And for years, others painted my thinking as “conventional” in that I was standing up for the status quo against trendy, cool disruption. And that’s not cool! But math is math, and I never could make the S-to-S numbers work. The only thing that ever enabled that model was Wall Street’s brief exuberance for it. It seems like the heads of Netflix now agree with me. (There were always rumors that former head of film for Netflix Scott Stuber argued internally for theatrical releases as well.) As they announced: “The Magician’s Nephew_—the first film in a Narnia series of films—will open on 12-Feb-2027, with a 49 day theatrical exclusive run.”_ I’m a little surprised at how little coverage this big change actually got. Credit to Bloomberg for leading with it and Matt Belloni’s The Town for highlighting it with the provocatively titled podcast “Hell Hath Frozen Over”. But after that? Instead of getting as much coverage as, say, the FCC’s latest egregious crackdown on free speech, this news story got crickets. But it’s massively more important for the future business of entertainment. So let’s start with the obvious question… Why Put Your Movies in Theaters? So…why should Netflix put (some!) of their movies in theaters? Well, I’ve already written that in a very, very, very long article from 2022: [ ](https://entertainment.substack.com/p/the-data-is-in-theatrical-films-massively) [ The Data Is In: Theatrical Films Massively Outperform Straight-To-Streaming Films ](https://entertainment.substack.com/p/the-data-is-in-theatrical-films-massively) Entertainment Strategy Guy · April 5, 2023 [ Read full story ](https://entertainment.substack.com/p/the-data-is-in-theatrical-films-massively) To summarize, theatrical runs make much more money, especially blockbusters, because they earn more money per viewing,1 and that helps boost home entertainment sales. Theatrical films also perform as well or better than the streaming-only films. Now, partially this is driven by increased marketing for said films, but said marketing ultimately boosts the awareness of the movies and drives improved streaming and library performance as well. Again, I’ve made this case after reviewing the economic models and streaming data for years. Just last week, Emily Horgan also made the case for kids films! Yes, it is probably conventional wisdom, but that’s also because it’s true! I’d also argue we’ve seen a lot of data in the various studios’ behavior. As I’ve noted before, the more a studio needs to make money, the likelier they are to put films in theaters. As such, Disney, Universal, Warner Bros., Paramount and Sony all send their major films to theaters. Even if they once made a big S-to-S push (*cough* Disney *cough*), they’ve since relented and returned to theaters. The tech companies don’t need to make money, per se, so it took them years to embrace theaters. Apple doesn’t need to make money because it doesn’t disclose their (likely) Quibi-sized losses each year. (They fear bad press more than losing money.) Amazon announced two years ago that they planned to make Amazon-MGM Studios/Prime Video profitable on its own, and guess what? Now they’re putting films in theaters. That leaves Netflix. They’re in between the “no need to make money at all” and the “desperately need to make money to offset linear TV declines”, so they had less pressure to put some films in theaters. Plus, for years, they were the sexy disruptor, and Wall Street rewarded them for that. (Honestly, they still do.) Yet, even Netflix likely saw the money they were leaving on the table (I’ve estimated it at an easy billion dollars before) so they changed their course. I heard one pundit argue that, because Netflix already makes so much money, they don’t need to make more money, which sort of goes against everything I’ve ever learned about business and economics. Again, to be super-nuanced, sending “films to theaters” does not mean EVERY film. TV movies have been a thing for decades. Lifetime films, Hallmark holiday films, Disney Channel Original Movies, and so on, don’t need theatrical runs. But films above a certain budget level (say $25 to 50 million) almost certainly need theaters to maximize their revenue. The Scenarios (with a Dose of Skepticism) Now time for some skepticism: it won’t surprise me at all if Netflix re-changes course. Specifically, Netflix announced that their Narnia film will go to theaters. And I’d bet anything we see KPop Demon Hunters 2: The Huntering2 also goes to theaters, cause it’s the surest hit outside of a Disney animated sequel right now. But how much does Netflix truly commit to theaters? They’ve already tried to emphasize that this is a one-off move. I see three broad scenarios:
Inside a country music fever dream at the ACM Awards: A Blake Shelton cover, a facial hair epidemic and Keith Urban gossip
The gossip was flowing and the feet were stomping at the 2026 Academy of Country Music Awards. We had some boots on the ground.
Inside a country music fever dream at the ACM Awards: A Blake Shelton cover, facial hair epidemic and Keith Urban gossip
The gossip was flowing and the feet were stomping at the 2026 Academy of Country Music Awards. We had some boots on the ground.
Pete Hegseth boosts Trump-backed challenger to Rep. Thomas Massie ahead of Kentucky primary
It’s highly unusual for the defense secretary to participate in a political event. Massie has opposed the Trump administration’s handling of the war in Iran.
To help boost Indigenous enrollment in science majors, UMaine Machias is adding Native perspectives
The number of Native Americans enrolling in college has declined by 40% in the last decade and a half. The disparities are particularly noticeable in science and engineering, where Native American students are underrepresented at all higher education levels.
Teaching with food boosts preschoolers' science knowledge and vocabulary
Using food in the classroom can help preschoolers learn more about science and increase their vocabulary skills, according to new research from North Carolina State University and East Carolina University. ...
DraftKings ending in-person sports betting at Wrigleyville sportsbook
DraftKings is ending in-person sports betting at its sportsbook near Wrigley Field, citing Illinois’ tax structure.
Greed meets greed: DraftKings to close its Wrigley Field sportsbook at the end of May over Illinois tax
DraftKings announced it is closing its Wrigley Field sportsbook May 31, citing Illinois's new per-bet tax on internet wagers as the core reason.
DraftKings to close sportsbook at Wrigley Field: report
DraftKings will stop taking in-person bets at Wrigley Field on May 31, blaming rising city and state sports wagering taxes.
Qualcomm confirms a Snapdragon-powered Googlebook will launch this fall
For months, we have been closely tracking the development of new Qualcomm processors in the Chromium Gerrit, but it wasn't entirely clear when we would actually see them hit the market. With...
How to Encourage Mental Health Conversations With Your Teen
Psychologist Dr. Alfiee Breland-Noble, founder of The AAKOMA Project, joins TODAY’s Jenna Bush Hager and guest co-host Carson Daly to share tips from her new book called “Rise and Thrive: A Mental Health Workbook for Youth and for the Young Person Inside All of Us.” She shares how to identity if your child is struggling, ways to encourage conversation, and what to do if someone is experiencing a mental crisis.
New MatterChat Model Helps AI to ‘See’ the Language of Science
From writing emails to generating computer code, much of the artificial intelligence prevalent in our daily lives has succeeded by mastering one domain: text. However, this leaves a major blind spot in the physical sciences, where models depend on the high-resolution, three-dimensional data of the physical world, like the intricate lattice of atoms in a crystal. Delivering on the promise of using AI for science requires teaching these data-driven text models to seamlessly “talk to” physics-based models. Now, a new AI framework from Lawrence Berkeley National Laboratory (Berkeley Lab), called MatterChat, solves this problem by creating a specialized “bridge.” It connects the conversational power of a Large Language Model (LLM) with a physics-based AI that models “interatomic potentials”: the complex physical forces between atoms. The resulting system already significantly outperforms general-purpose AI tools like GPT-4 at predicting material properties, and the team hopes it can accelerate scientific discovery by serving as a robust research partner that provides grounded insights and generates step-by-step instructions for synthesizing novel materials. A paper describing this work was recently published in Nature Machine Intelligence. “Traditional simulations can provide the physical rigor required for materials science, yet their computational cost remains prohibitive for high-throughput screening. Conversely, while LLMs excel at rapid knowledge synthesis, they inherently lack the ‘structural vision’ to interpret materials directly from their underlying atomic coordinates,” said Yingheng Tang, a postdoctoral researcher in Berkeley Lab’s Applied Math and Computational Research Division (AMCR) and lead author on the paper. “MatterChat was built to solve this dilemma, empowering LLMs with a structural ‘vision’ that allows researchers to leverage their full potential for solving complex, real-world materials challenges.” Empowering language models to solve complex challenges in materials science To build MatterChat, the Berkeley Lab team drew inspiration from technologies like Vision Question Answering (VQA) and Text-to-Image (T2I) generation. In these tasks, AI must translate high-level text concepts into visual images, or vice versa. Doing so requires developers to build tools that “bridge” two fundamentally different forms of data. The researchers adapted this concept to the physical sciences. With MatterChat, they created a “bridge model” that successfully connects an LLM’s general knowledge with the deep understanding of the atomic-scale world encoded in scientific interatomic potentials. Until now, researchers using LLMs to solve materials problems usually had to feed them raw data files as if they were just strings of text. It’s like asking an AI to understand a complex 3D engine based only on a parts list: the LLM can read the names, but it can’t “see” how the atoms fit together in space. MatterChat solves this by training a specialized AI bridge model, pre-trained on millions of crystal structures and an LLM, to align the LLM’s representation of the world with the interatomic potential’s representation of the world. The bridge model can translate physical insights into a format the LLM can actually understand. By giving the LLM these “scientific eyes”— a scientific “inductive bias” in the terminology of AI — the Berkeley Lab team has transformed it into a robust research tool capable of providing grounded scientific insights into complex materials challenges, such as predicting thermal stability or analyzing electronic band gaps. “We think of atoms as living in a physical space, but from a machine learning perspective, they are just vectors living in some very non-trivially structured manifold in a high-dimensional Euclidean space; and, of course, the same is true for the sentences and paragraphs that we use to express our ideas about those atoms,” said co-author Michael Mahoney, Berkeley Lab’s Scientific Data Division (SDD) AI Initiative Research Lead. “The bridge model basically gets those two structures to ‘talk with’ each other.” As a proof-of-concept of this general approach, the team trained their bridge model on a dataset curated by pairing nearly 143,000 stable atomic structures from the Materials Project with their corresponding physical properties. This training data was automatically assembled using the Materials Project’s API and deliberately enriched with properties fundamental to microelectronics design — like formation energy and bandgap — allowing MatterChat to learn the complex patterns connecting a material’s atomic blueprint to its functional performance. To validate their model, the researchers benchmarked MatterChat against a suite of other AI systems, from general-purpose LLMs to other specialized scientific AI methods. The results show that MatterChat consistently outperformed its competitors across a range of tasks. The model was more accurate in classifying material types and demonstrated superior precision in predicting numerical properties. For example, it excelled at predicting a material’s bandgap, a property critical for designing new electronics from high-capacity energy storage to next-generation computer chips. “Our design is significantly more efficient because we don’t have to build a massive AI model from the ground up,” said co-author Zhi (Jackie) Yao, a research scientist in Berkeley Lab’s AMCR. “Instead, we take two powerful, pre-trained models — a structural encoder for materials physics and an open-source LLM — and use them off-the-shelf. The only component we actually train is the lightweight ‘bridge model’ that translates between them. It’s the difference between building an entire car factory and simply designing a smart adapter that connects a world-class engine to a world-class navigation system. This approach is not only computationally efficient, but also makes the system modular, so we can easily upgrade components or adapt the bridge for other scientific domains in the future.” Crucially, this modular design highlights exactly how institutions like Berkeley Lab and the Department of Energy are carving out a highly valuable niche in the booming AI landscape. Rather than competing with Silicon Valley tech giants to build ever-larger language models from scratch, the lab is focusing on the specialized connective tissue that makes commercial AI useful for hardcore science. Because the bridge model approach underlying MatterChat is forward-compatible, it is perfectly positioned to leverage these parallel tracks of innovation. As Mahoney pointed out, “We expect that industry will continue to develop improved LLMs, and we expect domain scientists and facilities will continue to generate new data. An important part of scientific machine learning is not simply to solve problems on today’s data, but instead to develop general methods that will be forward-compatible with orders of magnitude more data, whether from scientific domains or from LLMs.” According to Yao, the MatterChat project, which was initially developed and enhanced with funding from a Berkeley Lab Laboratory Directed Research & Development (LDRD) Program, will now expand its capabilities. In a collaboration with Fermilab, MatterChat is already contributing to a U.S. Department of Energy Genesis Mission project — called Accelerating eXtreme Environment Specs-to-Silicon (AXESS) — that aims to speed up the development of next-generation, high-speed, radiation-hardened detectors for challenging particle physics experiments by using advanced 3D integrated circuits (chiplets) and AI-driven data analysis. In addition to the LDRD support, the team also credits supercomputing resources at the National Energy Research Scientific Computing Center (NERSC), located at Berkeley Lab, with MatterChat’s success. “We are incredibly grateful to NERSC; this research simply would not have happened without access to the Perlmutter supercomputer through their AI for Science program,” said Tang. Wenbin Xu, a NERSC postdoctoral fellow at the time, was also a major co-author of the work, as was Benjamin Erichson, a research scientist in Berkeley Lab’s SDD, highlighting the benefits of AMCR-SDD collaboration on AI for science. ### Lawrence Berkeley National Laboratory (Berkeley Lab) is committed to groundbreaking research focused on discovery science and solutions for abundant and reliable energy supplies. The lab’s expertise spans materials, chemistry, physics, biology, earth and environmental science, mathematics, and computing. Researchers from around the world rely on the lab’s world-class scientific facilities for their own pioneering research. Founded in 1931 on the belief that the biggest problems are best addressed by teams, Berkeley Lab and its scientists have been recognized with 17 Nobel Prizes. Berkeley Lab is a multiprogram national laboratory managed by the University of California for the U.S. Department of Energy’s Office of Science. DOE’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States, and is working to address some of the most pressing challenges of our time. For more information, please visit energy.gov/science.
NextEra bets $66.8B on AI power boom with Dominion Energy acquisition
NextEra Energy announced a $66.8 billion acquisition of Dominion Energy, expanding its reach into Northern Virginia’s booming AI data-center market.
Tudor Dixon returns to Michigan politics with new PAC aimed at boosting Republicans in key battleground
Tudor Dixon announces her role leading United We Fund, a new multi-million dollar PAC aimed at boosting Republicans in battleground state Michigan.
Lawmakers zero in on sports gambling regulation as scandals boom
Congress appears poised to intensify its scrutiny of major sports leagues and their gambling partners in response to a growing number of scandals involving illicit&nbs…
ServiceNow Stock Has Been Battered By AI Disruption Worries. These Experts Think AI Will Actually Boost Its Business
ServiceNow shares rallied Monday after Bank of America analysts relaunched coverage of the enterprise software maker with a bullish rating.
Indianapolis Tabbed No. 3 Best Sports Business City by Sports Business Journal
CHARLOTTE – Sports Business Journal (SBJ) has named Indianapolis as the No. 3 Best Sports Business City in the United States, the organization announced on Monday. The Best Sports Business Cities™ list highlights the top 50 cities for businesses operating in and around sports and influences strategic direction for sports business professionals across the United States. Started in 2023, Best Sports Business Cities™ is an editorial initiative developed by Sports Business Journal, the industry’s leading news source on the business of sports. Using extensive data from dozens of sources and insights from nearly 120 influential sports business executives, SBJ evaluated more than 2,000 markets to identify the top cities based on opportunity, economic environment and industry sentiment to identify cities with strong business presence, hiring potential and long-term investment viability.
Indianapolis Tabbed No. 3 Best Sports Business City by Sports Business Journal
CHARLOTTE – Sports Business Journal (SBJ) has named Indianapolis as the No. 3 Best Sports Business City in the United States, the organization announced on Monday. The Best Sports Business Cities™ list highlights the top 50 cities for businesses operating in and around sports and influences strategic direction for sports business professionals across the United States. Started in 2023, Best Sports Business Cities™ is an editorial initiative developed by Sports Business Journal, the industry’s leading news source on the business of sports. Using extensive data from dozens of sources and insights from nearly 120 influential sports business executives, SBJ evaluated more than 2,000 markets to identify the top cities based on opportunity, economic environment and industry sentiment to identify cities with strong business presence, hiring potential and long-term investment viability.
This Week In Main Street Technology: Meta’s New AI Glasses, Google Introduces The Googlebook And Claude Has A Small Business Offering
Meta Ray-Bans, Google's Googlebook, Claude For Small Business and other news impacting your small business this week.
Apple's faulty chips are big business for the company
Apple has for years been using a procedure known as chip binning to reuse faulty chips in other models of...
Windows boot partition runs out of space for Microsoft's May security update
Testing? We've heard of it
The booming business of anti-California merch
Being anti-California has become a business.
How "Alligator Alcatraz" fit into DeSantis' political playbook
DeSantis has funneled tens of millions of dollars into high-profile — and often controversial — immigration enforcement efforts before.
‘It’s not supposed to look like you’re going to dive in’: Historians criticize Trump’s Reflecting Pool makeover as group sues
Workers with boots dyed an “American Flag Blue” have painted over about two-thirds of the iconic Lincoln Memorial Reflecting Pool, covering the dull gray with bright azure following a directive by President Donald Trump to expedite the pace of the project.
Today’s Papers – Juve out, Inter taunt Milan
La Gazzetta dello SportSinner King in RomeA phenomenon, Azzurri triumph after 50 yearsThe GiantCorriere dello SportLucio is sixthJuve outBoos at the Stadium: Fiorentina coup (0-2)What a collapse, kick...
Stories, scheduling & spectacle - five takeaways from 2025-26 WSL
With the 2025-26 season in the books, BBC Sport answers five pertinent questions from the Women's Super League.
Call for a standard framework for triboelectric nanogenerators
Research to boost TENG performance cannot move forward without a standard way to test these devices and report the results.
Volpe Brings Style to the Bronx
With the New York Yankees & Anthony Volpe, Charles Tyrwhitt is bringing its decades-long playbook to one of sports’ biggest stages.
ROI research: Community health workers are an unsung bargain
U.S. healthcare gets plenty of bang for its buck out of community health workers (CHWs), according to a systematic review of the relevant published research.
Elliott builds big stake in life-science tools supplier Bio-Rad Labs, WSJ reports
Activist investor Elliott Investment Management has built a sizeable stake in U.S. diagnostics supplier Bio-Rad Laboratories NYSE:BIO, and plans to push the company to boost its underperforming stock price, the Wall Street Journal reported on Sunday.Bio-Rad's shares have fallen more than 18% so fa…
Elliott Builds Stake in Life-Science Firm Bio-Rad, WSJ Says
Activist investor Elliott Investment Management has built a sizable stake in Bio-Rad Laboratories to boost the firm’s underperfoming stock price, the Wall Street Journal reported, citing people familiar with the matter.
DeerTV Reports Surge in Demand for Outdoor TV Enclosures Ahead of Summer 2026 Outdoor Entertainment Boom
Changan, China--(Newsfile Corp. - May 18, 2026) - DeerTV, a manufacturer of weatherproof outdoor TV and projector protection systems, is...
2026 Best 40-Under-40 Business Professors: Kristin Donnelly, University of Chicago Booth School of Business
Over the last decade, Poets&Quants has honored more than 540 up-and-coming star MBA and graduate business professors from around the world.
ACM Awards 2026 live updates and winners: Ella Langley wins Artist-Songwriter of the Year; Kacey Musgraves, Shaboozey and others stun on the red carpet
The 2026 Academy of Country Music Awards are finally here. Tonight, the genre's biggest and brightest stars will gather at the MGM Grand Garden Arena in their finest red carpet looks to celebrate a st...
Illinois Wesleyan University to launch first-of-its-kind interdisciplinary undergraduate Quantum Science, engineering program
BLOOMINGTON – Illinois Wesleyan University today announced the creation of the Fisher Center for Interdisciplinary Quantum Science & Engineering, a first-of-its-kind undergraduate program that brings together multiple areas of study to better prepare students for careers in this emerging field. The Fisher Quantum Center will make Illinois Wesleyan the first undergraduate liberal arts university in…
The PGA Championship didn’t boost all Newtown Square small businesses
"Every day, it's hurt us," said one local business owner.
🚨 Eintracht Frankfurt sack Albert Riera after turbulent months
Eintracht Frankfurt announced on Sunday night the end of Albert Riera’s spell as first-team coach.Riera had conflicts with several players and, in the final stretch of the season, was even booed by ...
Hydroponic System Boosts Science Program
Wisconsin Ag in the Classroom logo ” data-image-caption=” Wisconsin Ag in the Classroom logo ” data-large-file=”https://www.midwestfarmreport.com/wp-content/uploads/2022/12/vertical3-e1670437798419-864×1024.jpg”> Kaukauna teacher Nick Mees
Xiaomi 17T and Xiaomi 17T Pro specs confirmed by promo material
After Euro prices and renders for the Xiaomi 17T series have been leaked, official promo material now shows how Xiaomi plans to market its global Leica camera flagships with a lower starting price than the Xiaomi 17. The planned bundle deals are also effectively confirmed.
Astros vs. Rangers Game Thread: Game 48, 5/17/2026
TODAY’S GAME: The Houston Astros (19-28) will play the final game of their seven-game homestand today as they go for a sweep in the first round of the Silver Boot Series, presented by the Texas Lottery, against the in-state rival Texas Rangers (21-24). RHP Peter Lambert (2-3, 2.76 ERA), a minor league free agent signing […]
Analysis: Wolves waiting for season of misery to end
Just one more game and then Wolves can put a truly miserable season behind them. The energy and enthusiasm that was present after back-to-back wins over Aston Villa and Liverpool a couple of months ago has well and truly gone – even the boos at full-time felt weary. Relegation was an inevitability even back then but Rob Edwards' side were at least showing something to give fans optimism for the future.
God, The Science, The Evidence: The Dawn of a Revolution
In effect, therefore, this book is a call for a return to the medieval vision of a rational God who created rational creatures equipped to discover the verities of nature. In other words…
The Vikings Have a Few Schedule Nightmares Afoot
Sportsbooks believe the 2026 Minnesota Vikings will finish around 8-9 or 9-8 this season, a familiar win forecast that seems […]
Full reopening of Hwy. 1 has business booming again along the Big Sur coast
From Cambria to Carmel, the region has seen a dramatic uptick in visitors, business activity and hotel occupancy since Highway 1 reopened after a three-year closure, Caltrans said.
Google hasn’t shown any reason for ‘Googlebook’ laptops to exist, so why should we be excited?
We’ve been hearing about Google’s behind-the-scenes work to move its laptop efforts over to Android, but now that we’ve seen...
Why Hantavirus Might Not Dent the Booming Expedition-Cruise Business
Cruise lines like Oceanwide Expeditions struck gold by specializing in intimate sailings to far-flung places.
Samsung Plans To Transform Your Smartphone & Tablet Into On-Device AI Powerhouses With High-Bandwidth Memory Chips Using Complex Packaging
A unique and complex method of developing HBM for smartphones and tablets is being developed by Samsung to boost their AI capabilities
Sway a crowd, wear a martyr’s crown: how one NSW politician went from scandal to political success – and wrote a playbook still used today
At the turn of last century, an ambitious young solicitor caused a scandal in a high-profile murder case. Years later he was a political leader in a new nation. How did he do it?
First iPhone 18 Pro and iPhone 18 Pro Max cases revealed; might not fit iPhone 17 Pro
The first leaked iPhone 18 Pro and Pro Max cases reveal a design similar to the iPhone 17 Pro, featuring a large camera island and MagSafe. Expectations for the September 2026 launch include a 48MP variable aperture camera, and a new Dark Cherry color.
Here and Now: Universal childcare, legendary Black athletes, reimagined 'Cats' on Broadway
On this episode of Here and Now, Sandra Bookman sits down with various guests to discuss universal childcare, legendary Black athletes, innovative programs in the Office of Criminal Justice, and a re-imagined Broadway production.
Nat Myers is fighting a rare, aggressive cancer — and just booked Austin City Limits
The young singer just notched a career goal.
The Sauna Business Surges in Oregon
It’s a sauna boomtime. Also a boomtime, perhaps, for legally ambiguous cold plunges.
Adam Driver has cheeky response when asked for comment on Lena Dunham's bombshell book
Adam Driver was asked about Lena Dunham's bombshell memoir, which included several claims about his alleged behavior on the set of 'Girls,' at Cannes.
Adam Driver Brushes Off Lena Dunham Memoir Question in Cannes: ‘I’m Saving It All for My Book’
Adam Driver may be known for leading critically acclaimed films like “BlacKkKlansman” and blockbusters like “Star Wars,” but his career first gained steam on TV in Lena Dunham’s HBO series “Girls.” Th...
How One Founder Is Fixing the Broken World of Live Event Bookings
GigFinesse is a live entertainment platform replacing manual booking workflows with streamlined software for hospitality venues.
‘Pressures are real’: Colleges grapple with future of Olympic sports amid football spending boom
'A hidden blood pump': How chewing more boosts your brain
While it's widely known that chewing more improves digestion, research suggests it can also boost our brains and even help fend off Alzheimer's.
The Bookies Bookstore suggests books on pups, murder and politics
The staff from the Denver bookstore recommends meditations on dogs, a deadly tourist trap and teenagers in political power.
How Investors May Respond To PENN Entertainment (PENN) Cutting Jobs In Its Interactive Division
PENN Entertainment recently announced it will cut more than 75 roles in its Interactive division, as operators across the sports betting industry respond to competitive and technological pressures including AI-enabled platforms and prediction markets drawing customers away from traditional sportsbooks. This restructuring highlights how PENN is reassessing the cost structure and scale of its digital betting operations at a time when its long-term plans rely heavily on improving profitability...
Sports Argus: Remembering the 'sporting bible of the Midlands'
A book has been published charting the history of the Saturday sports paper which ran for 109 years.