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Heartland Sports scores from Wednesday 5/27
Here are Heartland sports scores from Wednesday 5/27.
Researchers block key protein that helps Parkinson’s spread through the brain
A newly identified protein called GPNMB may play a major role in helping Parkinson’s disease spread through the brain. Researchers discovered that immune cells release the protein in response to damaged neurons, creating a vicious cycle that speeds up brain cell degeneration. In early experiments, antibodies that blocked GPNMB stopped the toxic process from spreading between cells.
31 hours with the spit-shined Mina the Hollower (and 34 with the four games that came before it)
To truly appreciate Mina The Hollower, an extraordinary new throwback of a game, I sent myself to Yacht Club University. That’s not a real institution of higher learning, but it’s the best way I can explain much of the past several weeks as I prepared to play Mina by playing the four biggest game previously made by studio Yacht Club Games. I had expected Mina the Hollower, in development for six years for PC and consoles, to potentially be something special. A demo I tried in March had felt great. Mina the Hollower had an old-school premise: a singular move for its hero that felt so good to control and so rich with possibilities that, in the hands of skilled designers, it could be riffed on in various ways for the length of a full game. Mina’s core maneuver, her hollowing, made her sort of an upside down Super Mario. Nintendo’s hero jumps through the air, discovering power-ups at the apex of his jump by bonking overhead blocks, then defeating enemies by landing on them. Mina essentially jumps into the ground, digging (“hollowing”) into the earth to fetch buried treasure, then burrows for a short distance to emerge on the other side of a wall that hides treasure or an enemy that needs some battering. I wanted to understand how good Yacht Club was at making games. I wanted to see how far they’d come. If Mina was terrific—as I predicted it might be—I wanted to feel how they got there, one button press at a time. On May 6, 21 days before the writing of this review, I checked with Yacht Club Games co-founder and programmer David D’Angelo, to ask which of the studio’s games I should play to truly appreciate the new one’s design. “Hmmm all of them?” he wrote back. “Starting with Shovel Knight definitely is helpful,” he continued, referring to Yacht Club’s first game. He gave me a link to a spreadsheet of over 400 cheat codes that could help me out, if I found the game too tough.1 “Most folks say Specter of Torment is the least difficult and quickest to finish in terms of playtime, and [it] refines much of Shovel Knight,” he told me. “King of Cards is a big celebration of everything we did in [the Shovel Knight compilation] Treasure Trove— might work for you better if you’re a fan of shorter, Mario-style courses. And it’s probably the closest to Mina in terms of polish.” So that was that. Four games, none of which were required. Mina is a whole new game in a whole new world, best I can tell. I’d barely played that first Shovel Knight before and never the other three. I just thought it’d help. It did. It turns out that playing a game studios major works before their latest is very illuminating.
TL;DW: Mayhem, Ranked 5s & More Dev Update
A short rundown of changes from today’s Dev Update.
‘Advanced access’ scheduling pleases patients, strengthens PCPs
Primary care providers can significantly improve practice performance as well as patient satisfaction by making one workaday adjustment: leaving some appointment slots open to accommodate walk-ins throughout the day.
Destiny 2 Fans Plan Mass Protest to 'Crash the Servers' and Beat Marathon's All-Time Player Record
Destiny 2 fans distraught over Bungie's decision to end support for the franchise are planning to try and "crash the servers" to demonstrate that there's still huge interest in the game.
Spain police enter PM Sanchez’s Socialist Party HQ in corruption probe
Spanish police enter governing party's headquarters in Madrid as the corruption cases circle PM Sanchez's government.
IOC president Kirsty Coventry says sports cut from 2032 Brisbane Games could return in future
IOC president Kirsty Coventry says sports and medal events cut from the 2032 Brisbane Olympics program will have a path to return at future Summer Games.
Qdoba completes $435M whole business securitization
The transaction will allow the chain to refinance debt, providing liquidity to support its goal of reaching 2,000 units and its investments in remodels and digital makelines.
WakeMed declines merger proposal from UNC Health in midst of Atrium deal
The health system received UNC’s offer to combine days after publicly announcing plans to merge with Charlotte, North Carolina-based Atrium Health. Ultimately, WakeMed decided Atrium is the best path forward.
WakeMed declined offer from UNC Health in midst of Atrium deal
The health system received UNC’s offer to combine days after publicly announcing plans to merge with Charlotte, North Carolina-based Atrium Health. Ultimately, WakeMed decided Atrium is the best path forward.
Forreston business owners worry school district decision divides small town
Koeller Forreston Hardware's owners call the change a small town shake-up.
Jalen Williams remains out for Game 5 of Thunder-Spurs
Williams previously missed Games 3 and 4 and most of Game 2 with his hamstring injury.
She taught Lurie’s business-world team how City Hall works. Now she’s done
Staci Slaughter was the voice of experience in an outsider-led Lurie administration faced with labor negotiations and an ever-widening budget deficit.
Deadline Hollywood
'Heated Rivalry' producer Accent Aigu Entertainment has restructured its management team, while also making several hires. Read more below.
French Open: Coco Gauff cruises in first round with quick win over Taylor Townsend
Coco Gauff's bid to repeat as French Open champion got off to an excellent start Tuesday.
India's Zee Entertainment in talks to stream FIFA World Cup in India
India's Zee Entertainment is in talks with the Fédération Internationale de Football Association (FIFA) to stream the 2026 World Cup in the country, the company said on Tuesday.
SCSU Softball Places Five on Collegiate Sports Communicators Academic All-District Teams
Southern Connecticut State University softball standouts Sophia Angiolini, Izzy Ingersoll, Olivia Young, Nadia Cestari and Brianna Pearson were named to the Collegiate Sports Communicators (CSC) for the 2026 season. To qualify for the award, athletes must be at least a sophomore athletically and academically with a GPA of 3.5 or higher. On the field, athletes must compete in 90% of games or start 66% of them.
Orchestras: Entertainment Or Stage Of A Crime Scene
Child trafficking lures vulnerable children with false promises and forces them into labour, sexual exploitation, and online abuse
The Latest: Iran deal progress is murky after US military says it carried out ‘self-defense’ strikes
President Donald Trump insists a peace deal is close on this 88th day of the Iran war, but Iran on Tuesday denounced U.S. strikes a day earlier as a sign of “bad faith and unreliability” as negotiations continue.
Twitch-Streamerin sorgte vor 2 Jahren mit ihrem Hintern für Aufregung, jetzt zielt die Kamera auf eine andere Körperstelle
Eine Twitch-Streamerin nutzte einen ganz besonderen Greenscreen und wurde dafür prompt von der Plattform gebannt.
Greg Hinz: As mayoral field forms, Mendoza targets Johnson on TIFs
Susana Mendoza’s attack on TIF sweeps may be the opening salvo in a crowded mayoral contest.
Booming U.S. defense business benefits a new type of company in Michigan
Small and medium-sized businesses have more opportunity than ever to break into a defense industry under a new mandate to move faster.
A Powerful H.I.V. Drug Lands in Zambia. But Will It Reach Those Who Need It?
Lenacapavir, which protects people from H.I.V. infection with twice-yearly shots, is arriving in a country where the health system has been hollowed out by American aid cuts.
AI is making the workplace more productive
Workers are increasingly turning to ChatGPT and Claude instead of their colleagues. It's making the workplace more productive — and more isolating.
CIOs tackle hybrid roles, blending business outcomes with IT
Tech leaders are taking on dual-role mandates as businesses look to consolidate silos and capitalize on AI, according to executive search experts.
Heartland Tournament Sports scores from Monday 5/25
Here are Heartland Tournament Sports scores from Monday, May 25.
Gelati Celesti announces new flavor for Science Museum sloth exhibit
Ice cream shop Gelati Celesti and the Science Museum of Virginia are partnering up with a new flavor that’s worth slowing down for.
Report: LittleBigPlanet and Dreams Developer Media Molecule Working on New IP With 'Open-World Content'
The people behind PlayStation's LittleBigPlanet and Dreams are working on their next project, which appears to be an open-world title.
Can AI Write Your Code?
What a recent study on ChatGPT, Python, R, and Stata tells us about AI-assisted coding for causal inference
GPA’s Gainesville Inland Port open for business
The Gainesville Inland Port is intended to give shippers an alternative to a 600-mile roundtrip truck route that will reduce trucks on Georgia’s highways and in the Atlanta region. At full build-out, the port will have an annual capacity of 200,000 containers.
From the Cotton Gin to ChatGPT: America’s Innovation Story Starts at the Founding - Small Business & Entrepreneurship Council
National Inventors Month is a reminder that the principles established in the early republic helped transform invention into enterprise and opportunity. By Karen Kerrigan – National Inventors Month is a fitting time to reflect on the role innovation has played in the story of America. From the very beginning, the United States did not treat […]
Intel Reportedly Prepares Nova Lake CPUs With 8 E-Cores & 12 Xe3P Cores For Edge Segment
Intel seems to be preparing a variant of its Nova Lake CPUs for Edge Applications that will feature just E-Cores and a strong iGPU.
'Really special' to make Premier League debut
Newcastle United forward Sean Neave has been speaking to BBC Radio Newcastle about the feeling of making his Premier League debut for his boyhood team. The England youth international came on in the 77th minute of the Magpies final game of the season at Fulham and he said he wasn't expecting it to come so soon. Meanwhile, team-mate Malick Thiaw believes his side need to improve their Premier League form after a disappointing campaign ended with a 2-0 defeat at Craven Cottage.
Fujitsu develops self-evolving multi-AI agent technology that learns and adapts to business operations
Fujitsu Limited today announced the development of a self-evolving multi-AI agent technology that enables multiple AI agents to perform tasks as a team, continuously and safely learning from daily execution results, human feedback, policy revisions, and specification changes.
Jonisa McBride joins UGA SBDC to champion Southeast Georgia small businesses
Navigating the evolving economic landscape will be a key focus for businesses in Southeast Georgia, with Jonisa McBride now leading the charge at the UGA Small Business Development Center in Statesboro. Her commitment to community leadership and proven track record in business development offer a valuable resource for entrepreneurs.
New Iowa health insurance cancer screening law will help only 1 in 4 residents
The Patients First Act allows doctors to screen patients for cancer without approval from insurance companies. But the law’s reach is limited.
George Russell suffers dramatic exit from F1 Canada GP
Russell retires from the lead of the Canadian Grand Prix as Mercedes team-mate Kimi Antonelli gets handed a comfortable lead
New iOS 27 Rumors Include Revamped AirPods Settings Menu and More
Apple is set to unveil iOS 27 next month ahead of a September release. The update is expected to include a dedicated Siri app, expanded Apple Intelligence capabilities in apps like Wallet, Safari, and Shortcuts, an upgraded keyboard with improved autocorrect, the ability to use Apple Maps via satellite connection, and more. In his Power On newsletter today, Bloomberg's Mark Gurman revealed four additional iOS 27 changes related to AirPods, Genmoji, AirPlay, and Siri.
Indy 500 2026 live updates: Start time, where to watch, leaders, weather and more from the 110th running
Famitsu review scores - May 24, 2026 - Yoshi and the Mysterious Book and more
The latest Famitsu review scores for the week of May 24, 2026 are as follows: Yoshi and the Mysterious Book – 9/9/8/9 Coffee Talk Tokyo – 8/8/9/7 Demon Kill Demon: Yomi 1984 – 8/8/8/8 Utawarerumono: Past and Present Rediscovered – 8/8/8/8 MotoGP 26 – 8/8/7/8 Trash Goblin – 7/8/8/7 JDM: Japanese Drift Master – 8/7/8/7 Note that for each review,...
Illinois lawmakers consider grants or loans for Chicago businesses devastated by Operation Midway Blitz
SPRINGFIELD — When federal immigration officers flooded Chicago neighborhoods last fall, walk-ins at Erick Camargo’s hair salon in Chicago plunged from about 40 customers per day to as few as five. At...
Video: Trump Says U.S. Close to Peace Agreement With Iran
President Trump said on Saturday the United States was close to reaching a deal with Iran toward ending the war there. The deal, which he said would reopen the Strait of Hormuz, was subject to finalization by the U.S., Iran, and other countries.
Bridge Center for Hope highlights mental health services during awareness month
During Mental Health Awareness Month, members of the public are being reminded about the critical services provided by the Bridge Center for Hope.
F1 Canadian GP LIVE: Sprint, Qualifying updates, results, stream, highlights, video from Montreal race weekend
Follow live updates and watch the best video from Saturday at the Canadian Grand Prix Sprint weekend with the Sprint itself and Qualifying. Watch live on Sky Sports F1
Nvidia’s Hidden $60 Billion Business Is About to Overtake Broadcom
For years, investors treated artificial intelligence as a GPU story. Buy the chipmakers, ride the boom, and call it a day. But AI data centers have evolved into something much bigger — sprawling digital factories that need not only computing power, but also ultra-fast networking capable of moving oceans of data with almost no delay. ... Nvidia’s Hidden $60 Billion Business Is About to Overtake Broadcom
His ChatGPT Companion Nearly Ruined Him. To Recover, He Had to Destroy It.
Unrequited love drove a 57-year-old man to an AI. Delusions of grandeur followed.
Cleveland Browns news (5/23): Visions of training camp battles
The latest Cleveland Browns news and notes from around the NFL in the Saturday Dawg Chow.
Fresno is one vote away from allowing alcohol consumption in ‘Entertainment Zones’
FRESNO, Calif. (KSEE/KGPE) – Change is brewing in Downtown Fresno. Fresno City Councilmembers voted Thursday to pass the first phase of an ordinance to allow people to drink alcoho…
Green Bay area high school sports results for Friday, May 22
High school baseball, softball and soccer teams were in action.
Anavex Life Sciences Receives Expected Nasdaq Delinquency Notification
Anavex Life Sciences Corp. (“Anavex” or the “Company”)(Nasdaq: AVXL), a clinical-stage biopharmaceutical company focused on developing innovative treatments for central nervous system (CNS) disorders, today announced it received anexpected delinquency notification letter (the “Notice”) from the Listing QualificationsDepartment of The Nasdaq Stock Market LLC (“Nasdaq”) on May 20, 2026.
HHS launches AI-backed health fraud crackdown
The department will use AI to examine audits from states and other federal grant recipients, and potentially withhold funds if they aren’t able to fix errors.
Odds stacked against hosts Fulham for Craven Cottage finale?
Can Fulham be effective against with their last game of the season at Craven Cottage Stadium on Sunday? Both sides have secured Premier League status next season, with the Whites sitting in 13th, level on points but two places behind the Magpies. Fulham have lost six of their past eight Premier League games against Newcastle, although the did manage the double over them last season.
Heartland tournament sports scores from Thursday, 5/21
Here are Heartland Tournament final sports scores from Thursday 5/21.
Eastern Iowa woman sentenced for stealing more than $500K from veteran-owned business
A Springville woman was sentenced Thursday to more than three years in federal prison for stealing more than $500,000 from a veteran-owned small business in Marion.
007 First Light just got a second Nvidia promotion, as it now comes free with GeForce Now Ultimate
After launching its 007 First Light bundle for RTX 50 series GPUs, Nvidia is now giving away the game for free with GeForce Now.
The hidden way dictatorships are shaping what AI tells you
Authoritarian states may have accidentally brainwashed ChatGPT.
007 First Light Targets 60 FPS Everywhere Except Series S, As IO Blames RAM And GPU Headroom For The Cutback
IO Interactive says 007 First Light targets 60 FPS on PS5, PS5 Pro, and Xbox Series X, while Series S is limited to 30 FPS due to RAM and GPU
Ebola outbreak raises alarms about Trump's global health moves
Public health experts fear the administration's actions have weakened critical health networks.
match.asia Launches Match Value to Address Valuation Gaps in SME M&A
Singapore, May 21, 2026 (GLOBE NEWSWIRE) -- match.asia today announced the launch of Match Value, its proprietary valuation service designed to ...
AMD Launches the Ryzen AI Max 400 Series Processors: "Strix Halo" Gets a Memory Upgrade
In addition to the Ryzen AI Halo, AMD today debuted the Ryzen AI Max 400 series of processors for AI development platforms. This is a refresh to the Ryzen AI Max 300 series "Strix Halo" processor. The chip combines up to 16 full-size "Zen 5" CPU cores with a large SoC die that has a powerful iGPU wi...
GISD and UM-Flint to host math and data science events
FLINT, Mich. — The Genesee Intermediate School District and University of Michigan-Flint will host two events focused on mathematics,
Harvard faculty votes to make it more difficult for undergrads to earn A's
Faculty also approved a new system using average percentile rank rather than GPA to compare students for honors and awards
Harvard faculty votes to make it more difficult for undergrads to earn A's
Faculty also approved a new system using average percentile rank rather than GPA to compare students for honors and awards
OpenAI IPO Filing Could Come 'Very Soon:' Report
An OpenAI IPO filing could come later this week as the ChatGPT parent works with bankers, according to a new report.
Why Rangers could target Mavrik Bourque this offseason
This is an extremely important offseason for the New York Rangers. After missing the Stanley Cup Playoffs two seasons in […]
EA SPORTS™ F1® 25: 2026 Season Pack Brings the 2026 Season to the Grid
Rewrite the Grid in EA SPORTS™ F1® 25: 2026 Season Pack and EA SPORTS™ F1® 25: 2026 Season Edition
The company behind ChatGPT hopes to win the national AI fight
As Washington dithers on AI safety, OpenAI’s top lobbyist is persuading blue states to pass laws that advance his plan for a national AI framework — and he says he’s just getting started.
Thrillz Atlanta indoor amusement park opens in June: What to expect
Thrillz Atlanta, a new indoor amusement park in metro Atlanta off of Spaghetti Junction, offers attractions like a 35-foot slide and airbag obstacle courses.
Inside the fight to force Vizio to share Linux-based source code for its TVs’ OS
Access to TV OS's source code could allow users to limit ads, tracking.
Man accused of threatening mass shooting at Luling business taken into custody
Deputies and police agencies tracked and arrested a man accused of threatening a mass shooting in Luling Friday.
Five Games Are Available Today Across Multiple Tiers Of Xbox Game Pass (May 20)
Lots of new titles on XGP
The Shade Room (@theshaderoom) • Instagram photos and videos
800 likes, 218 comments - theshaderoom on May 19, 2026: "#TSRHairDosAndDonts: #ClaressaShields says she’s back to business 🥊! (Swipe for previous post) ✍🏾: #TSRStaffST".
Three men headed to prison for $2B healthcare fraud – but kingpin is in the wind
Three men are headed to prison for their roles in an elaborate international scheme to con health insurers by sending $2 billion of phony telemedicine prescriptions – but the plot's alleged kingpin...
A 'Grey's Anatomy' spinoff set in Texas is in the works. Here's what to know.
The untitled spinoff comes more than 20 years after the Ellen Pompeo-led series premiered.
"I'll buy 10 of those"—NASA science chief yearns for mass-produced satellites
How in the hell do I get more science into space? That is my goal."
Taylor Bishop soars toward political career thanks to MSU internships
When Taylor Bishop (Class of 2026) came to Morehead State University from nearly three hours away in Greensburg, he found two things that put him on a clear path to college graduation and his future career. The first was his interest in history growing up, which expanded into political science after he started taking classes at MSU. "I really got interested in politics when I got to Morehead State," Bishop said. "It was like learning a language that I'd never known, and I fell in love with it instantly." The second key factor that shaped much of Bishop's college experience was taking his First-Year Seminar with instructor Rebecca Wright. Wright is also the coordinator of internships for MSU's Center for Career Development & Experiential Education and gave Bishop some important advice. For more information on gaining real-world experience like education abroad and internships at Morehead State University, contact the Center for Career Development & Experiential Education at careerservices@moreheadstate.edu or 606-783-2233. To learn more about MSU's Department of History, Philosophy, Politics, Global Studies and Legal Studies programs, contact hgpl@moreheadstate.edu or 606-783-2655. "You need to get internships wherever you can so it can get you wherever you want." Bishop took those words to heart and for much of his undergraduate career, he benefited from several meaningful experiences outside of the classroom that expanded both his knowledge and his confidence to succeed.
How Google Is Starting to Win the A.I. Race
Despite its early stumbles, Google’s Gemini has leapfrogged ChatGPT in relevance and usefulness. Soon, it will be ubiquitous.
Google updates its Gemini app to take on ChatGPT and Claude
The updates signal Google’s push to turn its Gemini Gemini app into an all-purpose AI hub rather than a standalone chatbot.
Back in Business? The IRS Revives “Significant Issue” Rulings for Corporate Transactions
On May 5, 2026, the Internal Revenue Service (“IRS”) released Revenue Procedure 2026-21 (the “Rev. Proc.”), which reinstates a program under which
Neogenyx CEO talks plans for new RNG business with $400M investment
The new company spun off from Ameresco, which retains a majority stake. The fresh infusion of capital will allow a biogas developer with a long history in the industry to more aggressively pursue its project pipeline.
CEC Entertainment names Chris Monroe EVP, CFO
CEC Entertainment, parent company to Chuck E. Cheese and Peter Piper Pizza, has appointed Chris Monroe has EVP and CFO. Monroe has more than 30 years of experience in restaurants. aviation and defense sectors, according to a press release.
Global warming is accelerating 5,000 times faster than rice can evolve
A new study finds that climate change is creating environments where humans have never successfully cultivated rice before.
Ketanji Brown Jackson says Supreme Court risks being seen as political after voting rights decision
Justice Ketanji Brown Jackson said Monday that the Supreme Court risks being seen as political in the wake of a major voting rights decision.
Federal jury delivers verdict on Musk's lawsuit against OpenAI
A jury in federal court reached a verdict in Elon Musk's lawsuit against OpenAI after Musk accused the maker of ChatGPT of violating its founding mission as a nonprofit.
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.
Vikings Add Playmaker to Summer Roster
The Minnesota Vikings have a full roster entering the summer, filling out the 90-man depth chart with an extra wide […]
How to Reduce Phishing Exposure Before It Turns into Business Disruption
Phishing links exposed in 40 seconds across U.S. sectors, helping SOCs cut MTTR by 21 minutes and triage 94% faster.
Amid upfronts sports overload, pitches around data, AI come into focus
Legacy firms NBCU and Disney, tech titans Netflix and Amazon and publishers shaped by M&A showed off evolving offerings during last week’s shows.
Anxiety and the Science of Learning Safety
Anxiety may not only be a fear of danger. Sometimes, it is the body struggling to recognize safety.
AP Decision Notes: What to expect in Pennsylvania’s primaries
Pennsylvania Democrats will pick nominees to unseat a trio of vulnerable Republican members of Congress in a state primary on Tuesday.
Forza Horizon 6 'New Zealand' Trick Is Going Viral For The Full Xbox Launch
Yes, it'll be playable early on XGP via New Zealand
Arsenal Women to let England youth international leave for US
Arsenal midfielder and England youth international Laila Harbert is on the verge of joining American club San Diego Wave.