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Bubsy 4D Review - Bobcat Banality
If Bubsy 4D is an attempt to bring new players to this 33-year-old franchise, its poor level design, characterization, and platforming will ensure it won't.
Why F1 Is Taking Latest Christian Horner Rumors Seriously
Former Red Bull team boss Christian Horner is seemingly lining up a move to return to the F1 grid with a new team entering the series.
New sports complex coming to San Luis Obispo
A new nonprofit sports complex is coming to the Central Coast. Former A's pitcher Tim Kubinski co-founded the Klubhouse Sports Complex in San Luis Obispo.
Loma looks to live dangerously in return to the ring
Former Ukrainian pound-for-pound king Vasiliy Lomachenko hasn't officially announced his return to the ring, but the rumors about who will be his comeback fight opponent are already swirling. Gervonta "Tank" Davis was the first name mentioned. That makes sense, since fans of both fighters have ...
Former mental health worker accused of grooming student at Jeffersonville middle school
A former mental health worker assigned to a Jeffersonville, Indiana middle school is accused of grooming a student she was counseling.
Nobel Laureate and UC San Diego Alum to Discuss the Future of American Science at Public Forum
On June 11, Nobel Laureate Ramsdell will join School of Biological Sciences Dean Kit Pogliano for a discussion on the nation’s scientific enterprise and its foundation that has delivered bold breakthroughs and transformed lives through research and innovation.
Brendan Sorsby Faces Long Odds In Fight Against Permanent NCAA Gambling Ban
A former arbitrator of NCAA infractions cases says Texas Tech quarterback Brendan Sorsby faces an uphill fight trying to force the NCAA to stand down on enforcing the policy that permanently bans athletes who are found to have wagered on their own team.
Doctors at Henry Ford Health in Detroit perform world-first GammaTile procedure on spinal tumor
A team at Henry Ford Health in Detroit has performed what is believed to be a world-first procedure, adapting a brain cancer technology to treat a spinal tumor.
Vanessa Trump, 48, Reveals Health Battle
The president’s former daughter-in-law shared the news in an Instagram post.
Nate Nickerson, force behind southern Maine public health programs, dies at 69
Nickerson influenced several programs for homeless Portland residents and led an organization for healthcare in Haiti. Friends and former colleagues say they will most remember his passion and humility.
Why The Former ‘Fastest Girl In America’ Wants To Change Sports
A record-breaking runner reveals the harmful side of sports culture and shares her ideas for how coaches, parents and young athletes can cultivate a healthier sports environment.
Bo French talks more about DEI than oil and gas. But he could soon regulate the industry in Texas.
The battle for the Republican nominee for the Texas Railroad Commission, the state’s oil and gas regulator, is underway. Incumbent Commissioner Jim Wright is running for a second second term against Bo French, former chair of the Tarrant County GOP.
Ex-prosecutor charged over handling of sealed Smith report on Trump classified files probe
A former federal prosecutor in Florida sent to her personal email account a special counsel report from the investigation into President Donald Trump's hoarding of classified documents despite a judge's order that it remain sealed, according to an indictment made public on Wednesday.
Alabama Rep. Barry Moore, former Navy SEAL Jared Hudson advance to GOP runoff in Senate race
Moore, boosted by the Trump endorsement, led the GOP primary voting Tuesday night for the seat being vacated by Sen. Tommy Tuberville, who is running for governor.
Barney Frank, 86, left mark as trailblazer in politics
Former Congressman Barney Frank, a trailblazer in LGBTQ+ rights and banking regulations, dies at 86. His legacy of reform and wit will be remembered.
Michelle Obama reacts to Viola Davis’ viral 'First Lady' portrayal
Michelle Obama revealed she has not watched Showtime's 'The First Lady,' in which Viola Davis portrays the former first lady.
Hendersonville's Addison Reid leads WNC spring sports playoff top performers
Hendersonville's Addison Reid scored two goals in the 3rd round, leading Week 13 WNC high school spring sports girls top performers.
Sherritt agrees to sell stake in Cuba mining business to company linked to former Trump adviser
Canadian miner Sherritt International Corp. has signed a non-binding agreement with Gillon Capital LLC.
Ex-Asheville business owner charged with daughter's murder denied bond
A former Asheville business owner accused of fatally poisoning her daughter with wine at Thanksgiving was denied bond.
Barney Frank, 86, left mark as trailblazer in politics
BOSTON — Former Congressman Barney Frank, the first member of Congress to voluntarily come out publicly as gay and a liberal bulldog who left his fingerprints on the nation’s banking regulations, died on Wednesday. He was 86. Frank announced in early May that he had begun hospice care at his home in Maine. “He has […]
Memphis Grizzlies to Hold Auditions for Live Entertainment Teams for 2026–27 Season
The Memphis Grizzlies will host open auditions throughout the summer as they search for the next performers to join their Live Entertainment teams for the up...
Memphis Grizzlies to Hold Auditions for Live Entertainment Teams for 2026–27 Season
The Memphis Grizzlies will host open auditions throughout the summer as they search for the next performers to join their Live Entertainment teams for the up...
US plans to indict former Cuban president Raúl Castro
The US Justice Department is working to secure criminal charges against former Cuban president Raúl Castro, according to sources familiar. Follow here for the latest.
Barney Frank, financial reformer and trailblazer for gay rights, dies at 86
The longtime Democratic congressman and leading liberal brought new visibility to gay rights and crafted the most significant reforms to the financial system in a generation. Frank was known for his acerbic wit, combative style and focus on marginalized communities. He was 86.
Barney Frank, liberal icon who regulated a ‘too big’ financial industry, dies at 86
Former Democratic Rep. Barney Frank, who represented Massachusetts in Congress for decades, has died. He was 86.
Barney Frank, liberal icon and gay-rights pioneer, dies at 86
The former congressman was politically engaged until the end.
Former Embracer CEO says Fellowship Entertainment spin-off is the "most effective long-term solution"
In an open letter to shareholders, Lars Wingefors says move is key to realising "full potential" of "undervalued" IPs
Keisha Lance Bottoms wins Democratic nomination for Georgia governor
The former Atlanta mayor hopes to win a seat that has eluded her party for more than two decades.
Three Eagles free agents remain unsigned ahead of OTAs
The Philadelphia Eagles continue preparing for OTAs while several former veterans, including Adoree' Jackson and Ogbo Okoronkwo, remain unsigned in free agency.
WHO expert: ‘Declaring climate change a global public health emergency would be a turning point’
Air pollution, heat waves and infectious diseases: climate change is a health crisis that requires action now to save millions of lives, warn scientists and former health ministers.
Could former Commanders LB Bobby Wagner land with AFC contender?
Former NFL player believes the Jaguars are the best team fit for former Commanders linebacker Bobby Wagner.
Teague: Spurs used Lakers' game plan versus Shai Gilgeous-Alexander
According to former All-Star Jeff Teague, the Lakers may have given the rest of the NBA the blueprint for how to contain Shai Gilgeous-Alexander.
Republicans Collins, Dooley Advance to Primary Runoff in Hopes of Facing US Senator Ossoff in November
By David Morgan May 19 (Reuters) - A hardline Republican congressman and a former college football coach who has never held elective office advanced to a runoff on Tuesday in Georgia's U.S. Senate Republican primary election, extending a messy intra-party battle to determine who will face ...
Former GOP Sen. on DOJ’s ‘Anti-Weaponization Fund’: ‘Sounds Fishy’
Dartmouth Health study could point way to sustained weight loss for those who stop using GLP-1 drugs
GLP-1 drugs have transformed obesity treatment, but many patients regain weight after stopping the medication. A new study could point the way to a solution.
Early War Goal Was to Install Hard Line Former President as Iran’s Leader
An Israeli strike designed to free Mahmoud Ahmadinejad from house arrest in Tehran, U.S. officials said, was part of an effort to bring about regime change and put him in power.
5 Things to Know About Derek Dooley, Republican Senate Candidate in Georgia
Mr. Dooley is a former football coach running in the Republican primary with the support of Gov. Brian Kemp.
Former prosecutor who railed against Trump’s weaponization of DOJ wins Dem primary
Zach Dembo, a former federal prosecutor and Navy JAG officer, won the Democratic primary for Kentucky's 6th Congressional District to replace outgoing Rep. Andy Barr.
Palmetto Sports Daily: Spurrier headlines latest SC Athletic Hall of Fame class
Former South Carolina head coach Steve Spurrier was immortalized Monday as part of the latest SC Athletic Hall of Fame class.
First Ballot: Kevin Harvick Voted Into NASCAR Hall of Fame
Former Cup champion and current FOX Sports analyst Kevin Harvick will be among the three inductees of the 2027 NASCAR Hall of Fame class.
Phil Collins makes rare public appearance months after revealing devastating health issues
Phil Collins made a rare public appearance in London over the weekend with his ex-wife, Jill Collins, along with Rod Stewart and Penny Lancaster. The former Genesis drummer will be inducted into the Rock & Roll Hall of Fame in November.
DEI experts say the acronym may be radioactive, but the underlying business case is stronger than ever
Two former chief diversity officers say companies that abandon DEI under pressure are making a costly, long-term business mistake.
Trump-backed Navy SEAL vet delivers major blow to Massie in fiery GOP primary
Trump targeted GOP critic Rep. Thomas Massie in Kentucky's record-breaking $32 million House primary, backing former Navy SEAL Ed Gallrein to unseat him.
Roger Stone allegedly threatened political retribution against Cuomo brothers, others in text messages
Now that Roger Stone, the convicted and pardoned political operative and Trump ally, has reemerged under the president’s second term, a former Stone employee is stepping forward to accuse Stone of …
Anthropic hires former OpenAI and Tesla AI boss Andrej Karpathy
Andrej Karpathy, the OpenAI founding member who was formerly Tesla's AI boss, announced on Tuesday that he had joined Anthropic.
Pelosi intervenes in Democratic race to succeed her
Former Speaker Nancy Pelosi backed Connie Chan in the race to succeed her, calling the San Francisco supervisor ready to bring clarity to Congress.
Stark County warns ATV riders to stay away from 'orphan' landfill
Stark County officials are warning trespassers and ATV users to stay off the 'orphan' Exit C&D Landfill in Osnaburg Township.
‘Many billionaires are not happy people’: Michelle Obama talks politics and going ‘a little low’ in first Australian event
Former first lady delivered veiled but sharp remarks on US politics during speaking tour that began in Melbourne
Former LSU, NBA Basketball Talent And Renown LSU Sports Psychologist Set For 10-Day Strategic Mission To Burundi
Tyrus Thomas, in an NBA playoff game with the Charlotte Hornets..
Mills endorses former administration official Hannah Pingree for governor
Gov. Janet Mills announced her official endorsement Tuesday for Hannah Pingree to succeed her in the Blaine House.
Nintendo keeps finding new ways to reinvent platformers
Yoshi is more than just an adorable face.
Kasich aims to trade outrage for optimism with new SiriusXM show
Forget shouting matches and partisan sniping, John Kasich says he’s ready to tell political leaders to “knock it off, settle down and get things fixed.” Ohio’s former Republ…
Prep talk: Sherman Oaks Notre Dame pitcher Ainsley Jenkins knows who to call for writing help
Freshman Ainsley Jenkins is the daughter of former Sports Illustrated writer and Clippers executive Lee Jenkins.
The Transformers: The Movie 40th Anniversary
other upcoming releases
These Memphis restaurants got perfect health inspection scores in April
Tennessee Health Department inspectors performed hundreds of health inspections in Shelby County in April. These 29 restaurants earned perfect scores.
I juggled a demanding job at Amazon and motherhood until a realization
Former Amazon employee Becca Selah was determined not to let motherhood count against her in her Big Tech career.
Meet Ed Gallrein, the man in the middle of the Donald Trump-Thomas Massie fight
The race against Rep. Thomas Massie has overshadowed the campaign for Ed Gallrein, the farmer and former Navy SEAL recruited to run against him.
The 'unintended consequences' of using AI in health insurance coverage decisions
Jude Odu, a health technology expert and former United Healthcare employee, discusses the dangers of outsourcing medical claims decisions to artificial intelligence.
Commanders named best team fit for the 'other' Diggs
The Washington Commanders have been named the best team fit for former Cowboys star.
Former leader of major Durham political group indicted on embezzlement charges
Cassandra Stokes, former chair of the Durham Committee on the Affairs of Black People, is accused of misappropriating nearly $75,000.
Former AMC theater in Grand Forks to become entertainment destination
The former AMC theater on 32nd Avenue, vacant for years, will be transformed into a new entertainment destination.
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.
Former Md. Gov. Larry Hogan rules out future campaigns for political office, launches leadership institute
Former Maryland Gov. Larry Hogan told WTOP he’s done with running for political office. Instead, he’s helping to launch a leadership institute at Washington College.
Nancy Pelosi puts thumb on the scale in race for her successor. Here's who she endorsed
Pelosi’s surprise endorsement comes just two weeks from Election Day, six months after the former speaker announced she would retire
Former FOX 8 sports anchor Tony Rizzo speaks on health scare: ‘I couldn’t breathe’
Cleveland sports radio legend and former FOX 8 sports anchor Tony Rizzo is speaking out about his recent health scare.
Business of the Week: Together for Youth
BROOME COUNTY, N.Y. (WIVT/WBGH) – Together for Youth is the Greater Binghamton Chamber Business of the Week. First formed 140 years ago under the name Berkshire Farm Center, it has now grown into a st...
Science behind sobriety field tests
Albany High students in Elizabeth Lopatniuk's health classes participated in a dynamic lesson about the effects of alcohol on the body. After taking an in-depth look at the science behind why and how alcohol slows the activities of the brain and central nervous system, students learned about how a variety of factors can impact the level of intoxication and how blood alcohol concentration can impair one's ability to operate a motor vehicle. Albany High Student Resource Officer Nick Schuler led students through an overview of field sobriety tests that are routinely performed during a traffic stop when an officer suspects a driver may be under the influence of alcohol. Officer Schuler explained the three elements of a physical sobriety test, including walking a straight line with turns and checks for motor skill patterns, standing on one foot to check for balance and following a moving stimulus with eyes only to check for Horizontal Gaze Nystagmus (HGN), an involuntary, rhythmic jerking of the eyes as they look to the side. Students volunteered to try walking a straight line both with and without alcohol impairment simulation goggles. Officer Schuler pointed out particular behaviors and patterns that would lead to a failed field sobriety test during the simulation. As prom and graduation festivities approach, we applaud our Albany High staff for empowering our Falcons with valuable lessons so they can make wise and safe choices.
Science behind sobriety field tests
Albany High students in Elizabeth Lopatniuk's health classes participated in a dynamic lesson about the effects of alcohol on the body. After taking an in-depth look at the science behind why and how alcohol slows the activities of the brain and central nervous system, students learned about how a variety of factors can impact the level of intoxication and how blood alcohol concentration can impair one's ability to operate a motor vehicle. Albany High Student Resource Officer Nick Schuler led students through an overview of field sobriety tests that are routinely performed during a traffic stop when an officer suspects a driver may be under the influence of alcohol. Officer Schuler explained the three elements of a physical sobriety test, including walking a straight line with turns and checks for motor skill patterns, standing on one foot to check for balance and following a moving stimulus with eyes only to check for Horizontal Gaze Nystagmus (HGN), an involuntary, rhythmic jerking of the eyes as they look to the side. Students volunteered to try walking a straight line both with and without alcohol impairment simulation goggles. Officer Schuler pointed out particular behaviors and patterns that would lead to a failed field sobriety test during the simulation. As prom and graduation festivities approach, we applaud our Albany High staff for empowering our Falcons with valuable lessons so they can make wise and safe choices.
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:
Gleyber Torres Reacts to Former Yankees Teammate After Retirement Announcement
Gleyber Torres had a message on Monday.
Additions to David Blunkett’s alternative king’s speech
Letters: Readers praise – and point to omissions from – the former home secretary’s proposed programme for government
Tom Brady gives commencement speech to Georgetown University business school graduates
Former Patriots quarterback Tom Brady urged the graduates to fight through adversity as he often did on the gridiron.
Incumbent, predecessor clash in Texas’ 33rd District Democratic runoff
U.S. Rep. Julie Johnson, D-Dallas, and former U.S. Rep. Colin Allred are now exchanging critiques as they vie for voter attention.
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.
Pratt ‘going to forever change how political ads are done’: Chaffetz
Fox News host and former Rep. Jason Chaffetz (R-Utah) on Sunday praised Spencer Pratt, the Republican candidate in the Los Angeles mayoral race, saying he is “going to forever change how poli…
Penn State Health unifies psychiatric and behavioral health services to expand access across central Pennsylvania
Penn State Health has consolidated all psychiatric and behavioral health services under a single identity, integrating former Pennsylvania Psychiatric Institute inpatient and outpatient services to…
High school sports 23 weekend top performers basked in the sun
Finally blessed with good weather, these 23 high school athletes showed their best stuff over the weekend. Check out the top performers.
Lululemon calls founder’s ideas ‘misguided’ in public letter
Lululemon has publicly rejected founder Chip Wilson’s ideas to fix the struggling athleisure brand with some strongly worded criticisms of its former leader.
Buttigieg rallies for Montana election initiative, stays mum on political plans
During an hour-long speech in a packed Mother Lode Theatre, Pete Buttigieg made a rousing plea to ban corporate money from Montana politics while repeatedly sidestepping talk of a 2028 presidential run. The 2020 Democratic presidential candidate and former U.S. transportation secretary drew cheers from the audience of 1,200 in Butte as he suggested that special interests and corporate spending in campaigns had drowned out the concerns of average voters.
Cassidy primary defeat is a 'loss for the country,' Romney says
Former Sen. Mitt Romney calls Bill Cassidy's Louisiana Republican primary defeat a loss for the country as Trump revels in the senator's ouster.
McFarlane on Alonso appointment, player fitness and Spurs
Chelsea interim boss Calum McFarlane has been speaking to the media before Tuesday's Premier League game against Tottenham at Stamford Bridge (kick-off 20:15 BST). Chelsea announced former Real Madrid boss Xabi Alonso as their new manager on Sunday.
Opinion | Southern Poverty Law Center charges stink of politics
The organization has historically paid inside informers for intelligence that it shared with the government, and that's never been seen as a crime.
Bristol City recruit Ellis as sporting director
Bristol City name former Arsenal technical director James Ellis as sporting director and reveal he has already been involved in the head coach search.
Ronda Rousey entered Gina Carano fight injured
Former UFC women's bantamweight champion Ronda Rousey only needed 17 seconds to finish women's mixed marital arts pioneer Gina Carano at the Intuit Dome in Inglewood, Calif. on Saturday. The two met in the featured fight of Most Valuable Promotions and Netflix's debut MMA event. It ...
Sports Sunday: Team USA women’s handball
Team USA handball and Futures Handball stopped by the Quad Cities to host a couple of developmental camps and teach more people about the sport. Hear from former Team USA Olympian Lisa Eagen and cu…
Politics, Pubs, Parades, and the Parish: Senator Bernie Kenny, Part III
Former Senator Bernie Kenny of Hoboken in this third edition of Politics, Pubs, Parades, + the Parish shares advice.
Greene predicts ‘political revolution in America’ if US troops sent to Iran
Former Rep. Marjorie Taylor Greene (R-Ga.), a former ally of President Trump who has since sparred with him over multiple issues, on Sunday predicted “political revolution in” the U.S. if there are…
Cowboys Content Corner: Year 2 offense? Ezeiruaku gains, new schedule
A look at the latest content creators efforts to keep the fanbase informed.
Texans RB Drops Honest Opinion on David Montgomery
Woody Marks envisions a "party" in the backfield as he embraces a dual-threat partnership with Detroit’s former star to ignite Houston's postseason push this fall.
Pete Buttigieg visits Butte to discuss removing corporate money from Montana politics
BUTTE, Mont. — Former U.S. Transportation Secretary Pete Buttigieg came to Butte on Sunday for a town hall focused on Initiative 194, also known as the Montana Plan.
Pete Buttigieg visits Butte to discuss removing corporate money from Montana politics
BUTTE, Mont. — Former U.S. Transportation Secretary Pete Buttigieg came to Butte on Sunday for a town hall focused on Initiative 194, also known as the Montana Plan.
‘The most daunting schedule I’ve ever seen’
Former Rams beat writer explains how LA faces uphill odds to Super Bowl
Former Penguins Forward Has Clutch Playoff Game For Sabres
Former Gov. Christine Gregoire blasts WA Democrats’ tax strategy, warns businesses will leave state
Former Washington Gov. Christine Gregoire is publicly breaking with many fellow Democrats over the state’s tax-and-spending strategy, warning lawmakers they risk driving businesses and wealthy residen...
Israeli private equity firm David Group launches to invest in mature businesses
David Group, founded by Stella Cohen and chaired by former Goldman Sachs partner Raanan Agus, will focus on financial services, defense, industrials, and tech-enabled business services.
Everton 1-3 Sunderland: What Moyes said
Merlin Rohl is the very first German player to score for Everton in the Premier League and the newest nationality to strike for the Toffees in the competition since Guinea-Bissau's Beto in December 2023. Everton manager David Moyes has lost his last three Premier League meetings with his former sides.
Hull KR bring in prop Pangai Junior
Hull KR sign former NRL prop Tevita Pangai Junior on a deal until the end of the season.
Omaha Steaks, Nerf basketball and Hazmat suits: Former contagion patients describe life in quarantine amid Hantavirus
Former patients share what it’s like to be stuck inside specialized biocontainment facilities like the ones now occupied by passengers exposed to the hantavirus outbreak.