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New Flipper One Multi-Tool Computer Is Official, Built for Tinkerers
This doesn't replace the popular Flipper Zero. The One sits alongside it with advanced connectivity options.
D-Wave Quantum and Department of Commerce Sign Letter of Intent for $100 Million in CHIPS and Science Act Funding to Accelerate U.S. Leadership in Quantum Computing
D-Wave Quantum Inc. (NYSE: QBTS), (“D-Wave” or the “Company”), the only dual-platform quantum computing company providing both annealing and gate-model syste...
US National Science Foundation pledges $1.5bn for innovative labs
Independent NSF X-Labs will tackle scientific challenges using non-traditional methods
UK Businesses Shrink as Starmer Crisis Creates Perfect Storm
British businesses posted the first decline in output in over a year as the Iran shock and a mounting rebellion against Prime Minister Keir Starmer hit activity in the services sector, a survey showed.
AMD Announces Ryzen AI Halo, the Compact DGX Spark and Mac Mini Rival
AMD today released Ryzen AI Halo, a compact AI development computer designed by AMD to serve as a nearly full-stack machine for AI development, inferencing, and generative AI content creation. Ryzen AI Halo is designed to strike a unique balance of price, performance, and capabilities that rival App...
Anthropic is paying SpaceX $1.25 billion a month for AI compute
SpaceX and Anthropic have a major compute power deal valued at $1.25 billion a month, utilizing SpaceX's Colossus data centers for AI growth.
New website puts Platner on notice by amplifying scandals: 'One red flag after another'
Collins-aligned fundraising committee is compiling "red flags" from Democratic opponent Graham Platner's past ahead of Maine's 2025 Senate general election.
Computer science professor emeritus Ed Lazowska receives 2026 UW Distinguished Teaching Legacy Award
UW Magazine | University of Washington
Money Out of Politics group ‘confident’ proposal will make Michigan ballot
Organizers seeking to ban political contributions by DTE, Consumers and large state contractors say they’re ‘very confident’ they have enough signatures to put their proposal on the Nov. 3 ballot.
Q&A: The path to a PhD in computational science and engineering at MIT
MIT student Emily Williams describes her experience as the first to earn a doctorate via the PhD program in MIT's Center for Computational Science and Engineering.
Steven Thrasher on Why We Must Think Past Skin-Deep Identity Politics
A conversation with the author of The Overseer Class about how people from marginalized groups can "mistake representation for liberation and confuse visibility with safety," as Kwaneta Harris put it.
Who’s Lining Up for a Cut of Trump’s Big New Slush Fund
One ally of the president is already seeking $2.7 million. There will likely be many more.
Google launches Gemini for Science AI research toolkit
The Gemini for Science suite includes three experimental tools covering hypothesis generation, computational testing, and literature review
Putting business to work: Student entrepreneurs thrive at Marquette
Seniors-turned-recent-graduates Zamora and Russell are running real-world companies as successful entrepreneurs.
Alteryx Puts Business Logic at the Center of Agentic AI, Enabling Enterprises to Operationalize AI at Scale
/PRNewswire/ -- Alteryx, Inc., a leading AI-ready data and analytics company, today unveiled new product capabilities that advance agentic automation across...
OpenAI launches Guaranteed Capacity program for businesses
The new program lets customers lock in compute access for up to three years, with discounts tied to the length of commitment
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.
Pennsylvania's Democratic Gov. Shapiro wins his primary, as do his endorsed candidates
Gov. Josh Shapiro was uncontested in Tuesday’s primary. He’s seeking a second term in the fall and puts his clout on the line in the battleground state ahead of a potential 2028 bid for the White House.
How China and Russia could team up to shift global science ‘centre of gravity’
Scientists say they hope Xi-Putin summit will bring more support for collaboration as Moscow and Beijing sign deals on tech and innovation.
The Sports Bra revolutionized the bar scene. Now, it’s seeking the public’s help to raise $1.2m
Women's sports fans and investors can put up as little as $250 to contribute to "The Own a Piece of the Bra" equity crowdfunding campaign
Morning Sports: May 20, 2026
Buffalo HS Boys and Girls Soccer: They are the defending 3A state champs, and so far the Buffalo boys soccer team has taken everyone’s best shot this season. The Bison have put together a record of 11 wins and 3 losses and have the #1 seed out of the East heading into the state tournament, […]
Congrats, new grads! Welcome to job market hell.
New computer science grads are trying to start their careers at a time when many experts predict that AI will make their skills obsolete.
How San José State leaped to No. 2 in national computer science ranking
San José State's computer engineering and software engineering programs have risen to second place in a national assessment of programming and software engineering skills, surpassing top-tier universities such as CalTech, UC Berkeley and Stanford
New ‘AI scientists’ are improving – but reveal their fundamental limits
More ‘natural’ collaboration between scientists and computers won’t necessarily be more effective.
As Cape Cod businesses gear up for summer, visa delays are holding up seasonal workers
The J-1 visa program brings some 5,000 foreign student workers to the Cape each summer. But State Department officials have reduced staff, prioritized other visas for the World Cup, and are even scrutinizing applicants' social media accounts. This is putting both workers and businesses in limbo ahead of tourist season.
Building AI models that understand chemical principles
MIT Associate Professor Connor Coley develops and deploys computational models to design new chemical compounds and predict reaction pathways that could generate those compounds.
China’s Xi Jinping and Russian President Vladimir Putin meet in Beijing
Xi Jinping and Vladimir Putin hold talks just days after US President Donald Trump made an official visit to China.
Big Ten explores self-governance as College Sports Commission sputters, Congress action stalls
As frustration grows with stalled federal action and a shaky NIL enforcement system, Big Ten leaders are exploring a future where the conference sets and polices its own rules
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.
Google and Xreal's 'Project Aura' XR Smart Glasses Are Legit
The spatial computing experience isn't as immersive as an XR headset, but maybe it doesn't need to be.
Backtrack Blues Band: 45 years of original music
Renaissance man Charles "Chuck" Ross has mediated disputes as a lawyer, run a nightclub (The Ringside Café in St. Petersburg), and invested in real estate.
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.
Senate Small Business Hearing Suggests Some Tariff Wariness - Coalition For A Prosperous America
A Senate Committee on Small Business and Entrepreneurship hearing held last week had only one manufacturer serving as a witness. He liked the tariffs because they stopped the bloodletting of cheaper imitations from China. However, he told the Senate that changes could be made to existing tariff policy to help lower costs as commodity and other input prices are rising fast.
Kickstarter Reverts NSFW Rules But Stripe 'Can Still Suspend' Campaigns
Kickstarter's COO stated that the now-reverted NSFW guidelines were put in place due to campaigns being 'suspended by Stripe mid-funding'
Trump's endorsement put to the test in Tuesday's primaries
Is there a future in politics for Republicans who buck President Donald Trump?
Gemini app now has compute-based usage limits as AI Ultra now starts at $100
Alongside all the new features, Google announced that Gemini is switching away from daily prompt limits, while AI Ultra is now cheaper.
Google Introduces Gemini Omni, a Multimodal AI That Knows the World
Starting with video, Omni will eventually be able to create any output from any input.
Google's Gemini Omni Can Generate 'Anything From Any Input,' Starting With Video
Google didn't forget AI creators in its latest round of Gemini announcements.
Google unveils broad new push to put AI everywhere
The search giant showcased a range of AI initiatives.
A key science publishing platform is cracking down on AI slop
The pre-print website arXiv has announced that researchers who put their names to papers which included errors clearly generated by artificial intelligence (AI) will face a year-long ban and ongoing restrictions.
OpenAI’s Legal Win Against Musk Still Stings | AI & Business for May 19
Plus, a Wall Street-backed cloud-computing effort and rising opposition to AI
Morgan & Morgan founder puts $100K on table, asks Americans to name new political party
Orlando attorney and political megadonor John Morgan is inviting Americans to help shape a new political movement, putting $100,000 behind a nationwide contest.
Fortnite Returns to the App Store Worldwide as Epic Signals 'Final Battle' With Apple
Fortnite is back on the App Store in every country except Australia, Epic Games announced today, as the company declared it is entering the "final battle" of its long-running legal dispute with Apple. Epic said the decision to push Fortnite back onto iOS globally was prompted by Apple's own words to the U.S.
Central's Jacie Reardon embraces chaos of multi-sport spring, enters state among top throwers
Reardon is ranked top-three in the discus, shot put and javelin ahead of this week's state meet.
MICC kicks off 2026 small business engagement, offers one-on-one sessions
The U.S. Army Mission and Installation Contracting Command kicks off its 2026 Advanced Planning Briefing for Industry May 18, bringing together contracting professionals, small business representatives and industry partners for a week long engagement focused on transparency, innovation and Army readiness. Hosted May 18-22 virtually by MICC’s Office of Small Business Programs, the 2026 APBI began with day one briefings from senior Army and MICC leaders, including MICC Commanding General Brig. Gen. Freddy Adams and MICC Deputy to the Commanding General Clay Cole. Attendees also heard from the Department of the Army Office of Small Business Programs, representatives from MICC’s Office of Small Business Programs and leaders from the 418th Contracting Support Brigade, 419th Contracting Support Brigade, the Field Directorate Office at Fort Eustis and the Field Directorate Office at Fort Sam Houston.
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.
Scientists were wrong about this “rule-breaking” particle
Scientists spent decades chasing signs of a mysterious new force hidden inside the muon, one of nature’s strangest particles. But after years of supercomputer calculations, researchers discovered the apparent anomaly was likely a calculation error — and the Standard Model still reigns supreme.
Business Valuation in Divorce: Judicial Discretion Reigns
Alan Feigenbaum discusses how a recent New York divorce case involving the valuation of a family-owned construction business underscores the broad discretion courts have in determining business value and the importance of expert credibility and “economic reality” in equitable distribution disputes.
Danny Strohm Joins Little Rock as Assistant AD for Sports Performance
Little Rock Athletics has added another experienced piece to its athletics performance staff with the hiring of Danny Strohm as Assistant AD for Sports Performance. Strohm arrives at Little Rock with an extensive Division I background and a reputation for individualized athlete development, bringing experience from multiple successful programs across collegiate athletics.
Russia putting anti-jam antennas on foam decoys for Shaheds: Ukraine
Ukrainians have been finding 12-element Kometa antennas, which provide stronger jamming resistance, on their cheap Gerberas, a top analyst said.
First responders graduate from mental health program | FOX 13 Tampa Bay
A first-of-its-kind mental health and resiliency program at St. Petersburg College graduated its latest class this week in Clearwater, bringing together officers, deputies and emergency personnel from agencies across the region. FOX 13's Genevieve Curtis reports.
DC politics have arrived in West Virginia
West Virginia politics have taken on a distinctly DC-style edge, brought in by Gov. Patrick Morrisey. While this approach may offer short-term gains for the governor and his allies, the long-term effects of the 2026 Republican Primary could extend well beyond another election cycle with fewer people willing to put their name and reputation on
Blackstone pledges $5B to launch TPU-powered AI cloud business with Google
Blackstone and Google launch a new U.S. data center venture offering TPU compute-as-a-service, with $5B committed for 500MW by 2027.
What to watch in Tuesday's primaries as Trump's endorsement is put to the test
Is there a future in politics for Republicans who buck President Donald Trump
What to watch in Tuesday's primaries as Trump's endorsement is put to the test
Is there a future in politics for Republicans who buck President Donald Trump.
What to watch in Tuesday's primaries as Trump's endorsement is put to the test
Is there a future in politics for Republicans who buck President Donald Trump.
Barcelona Institute for Global Health: Expanded TB screening does not speed up treatment initiation or improve survival in hospitalised patients with HIV
Adding molecular tests on sputum, urine and stool samples does not appear to outperform the standard WHO-recommended diagnostic approach.
Portland groundbreaking pub The Sports Bra seeks to raise $1.2 million in uncommon crowdfunding model
Investors can commit as little as $250 for a stake in the bar that helped cement Portland’s reputation as a women’s hub.
Modeling context-dependent RNA splicing by deep learning
Nature Computational Science - A framework called HELIX provides a strategy for predicting full-length transcript isoform usage across diverse biological contexts by integrating sequence features...
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
Google just made big changes to Gemini usage limits
Following in the footsteps of GitHub’s Copilot plans, Google’s AI subscriptions are moving to “compute-based” usage limits rather than a fixed number of requests.
Senate Republican threatens to derail ICE, Border Patrol package over Trump's billion-dollar request
An internal GOP dispute over funding for Trump's ballroom threatens to derail the $72 billion reconciliation package for immigration operations.
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:
What to know about the political chaos engulfing the UK's Labour Party and efforts to unseat Starmer
LONDON (AP) — British Prime Minister Keir Starmer tried to strengthen his grip on office Monday, saying he was getting on with the job after taking blame for the Labour Party’s disastrous election results that have put his leadership in jeopardy.
‘Job’ puts it all on the line
The main reason not to miss the Midwest premiere of Max Wolf Friedlich's “Job” in Writers' intimate Gillian Theatre is the opportunity to see two of Chicago's finest actors close-up
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.
Legislation to stop funding for Rochester sports complex will not advance
Rep. Greg Davids (R-Preston), the only Republican co-author on the bill, said there was a “real problem” in determining how the bill could be put together to stop the project.
AI reveals the invisible magnetic chaos wasting energy inside electric motors
Electric vehicles are pushing scientists to tackle one of the biggest hidden energy drains inside electric motors: magnetic energy loss. Now, researchers in Japan have developed a powerful AI-driven physics model that can peer into the chaotic “maze-like” magnetic patterns inside motor materials and reveal how heat and microscopic magnetic structures trigger wasted energy.
Spaceborne snapshot compressive hyperspectral imaging
Light: Science & Applications - We propose and complete the world’s first computational imaging-enabled compact spaceborne snapshot compressive hyperspectral payload, named...
TEEMA global science park plan takes shape with Mexico leading
The Taiwan Electrical and Electronic Manufacturers' Association (TEEMA) is moving ahead with its global science park strategy, and Mexico's Sonora has emerged as the leading candidate for an early launch, TEEMA chairman Young Liu said before the group's 27th general assembly on May 15, 2026. Liu said Sonora has the strongest chance of becoming the first site because talks began earliest there and field inspections have already been carried out three times, putting it well ahead of other candidate locations.
Yankees’ Aaron Judge-Ben Rice Duo off to Historic Start
Aaron Judge and Ben Rice have put themselves alongside some legendary New York Yankees duos with their early-season home run surge.
Peter G. Neumann, Who Warned of Computer Security Risks, Dies at 93
For decades, he criticized the industry’s lax attitudes toward both computer security and individual digital privacy. And he developed solutions.
No. 6 Texas sweeps Missouri, 12-7
After the Tigers showed signs of backing a comeback from down 8-2, the Horns put the game away.
New business opens in Bluefield, celebrates with inaugural spring festival
Bluefield was certainly in bloom at the inaugural spring festival put on by Bella’s Tea & Coffee shop, a new business that officially opened on Bland Street with a ribbon cutting.
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.
Analysis: Brighton face nervy final day
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L.A. mayor candidates seek Latino vote. Bass is ahead of Raman, Pratt
Latinos make up about 37% of the L.A. electorate. Mayoral candidates are putting out ads in Spanish, rallying endorsements and canvassing Latino neighborhoods.
Winner and Loser of the Week in Florida politics
There's progress on the Rays stadium deal, while Alex Otaola and Angie Nixon put on a bipartisan display of ineptitude.
MVP MMA 1 Highlights: Mike Perry vs. Nate Diaz
"Platinum" Mike Perry made his return to mixed martial arts on Saturday, defeating Nate Diaz via corner stoppage in the second round. It was both fighters’ return to mixed martial arts. Perry last fought an MMA bout in April 2021. Diaz was last in the cage in September 2022, but they put on an ...
Labour leadership jostling puts Brexit back under political spotlight
The UK's relationship with the EU is shaping up as a key issue for a possible Labour leadership contest and the coming by-election in the Makerfield.
Now What? With Carbon Pricing Eroded and Pipeline Politics Advancing, Here Are the Pathways for Climate Success
At the end of a whirlwind week of news on carbon pricing and electricity strategy, capping a madcap year of pretty much non-stop, dramatic change, the word across much of Canada’s climate and energy transition community is that climate policy in this country has been shredded. Eviscerated. Hit with a sledgehammer by policy rollbacks that have pushed the country’s 2050 net zero target “well out of reach”. That means it’s never been more important to look for the rays of hope and glimmers of possibility. To glimpse the seeds of the next set of strategies to get Canada’s climate pollution under control and the country into the accelerating global dash away from fossil fuels. And then, once we’ve spotted those possibilities, get on with the hard, day-to-day slog of trying to make them a reality. Nothing takes away from the frustration and the deep disappointment so many climate and energy hawks are expressing, the sense of betrayal by the author of Value(s) and the former UN special envoy for climate action and finance. But we knew two things as the week drew to a close. We’re looking at the world as it most definitely is. And we don’t get to give up finding the pathways to confront climate change and deliver faster, deeper carbon cuts that leave no one else behind. So really, the first question we all have to ask ourselves is: What’s next? Subscribe All the Oxygen in the Room The outpouring of anger and grief over the carbon pricing deal between Prime Minister Mark Carney and Alberta Premier Danielle Smith has been absolutely understandable. So much of the climate community poured years, more than a decade, into dragging the current federal pricing regime across the finish line, then defending it from a deluge of three-syllable rhymes after the Trudeau government proved utterly incapable of delivering its own message. The policy foisted on us by neo-classical economists took up all the oxygen in the room, burned through years of climate response time that we won’t get back, while cornering climate hawks into the position that the best response to the crisis of our lifetimes is a new tax…in an era of historic anti-tax sentiment. I mean, really—what could possibly have gone wrong? Against that history, let’s appreciate columnist Max Fawcett’s point that even a modest carbon pricing agreement with a government as off-the-wall libertarian/conspiracist as Danielle Smith’s—those adjectives are mine, not Max’s—is a win worth savouring (as long as Smith keeps her promises for a change). But part of living in the world as it is (no, I’m not letting that go) is to be clear-headed about what we can and can’t control. And one thing we get to decide, after seeing this week’s carbon price festivities take up all the oxygen yet again, is whether we want to keep letting that happen. Particularly when success down that road depends on a factor that no one with a climate agenda can control or influence—a provincial carbon pricing mechanism that has been manipulated and eroded beyond its lowest possible denominator. Thankfully, that’s not the way it has to go. Not when we have so many other powerful, practical tools at our disposal, including the ones still available to us through this abominable Memorandum of Understanding (MOU) between Canada and Alberta. Tools In Our Toolbox When I started roughing out this list, I didn’t expect it to grow to nearly a dozen bullet points. It’s probably still incomplete. Some of the greatest hits in today’s climate solutions toolbox include: • No Carbon Capture, No Pipeline: On Friday, Prime Minister Mark Carney explicitly stated that there’s been no change to the MOU provision that there will be no West Coast pipeline without an industry commitment to build its massive, $16.5-billion carbon capture and storage (CCUS) hub in Northern Alberta, and vice versa. The two megaprojects were joined at the hip when the MOU was signed Nov. 27, and the implementation agreement this week affirmed that they still are. A parade of independent analysts have spent years pointing to the economic and technical flaws in CCUS, while the industry kept postponing its investment decision until it could arm-twist the government for more “clarity” (by which it meant even more lavish taxpayer subsidies) on the project. Now the industry itself is running away from the CCUS hub and insisting the pipeline should proceed without it, but Carney doesn’t seem to be budging from a central tenet of the MOU to which Smith has signed on. • No Subsidies, No Investors: Climate analysts and advocates have quite rightly been hammering away at Carney and his team, insisting that any new capacity the industry wants to build must proceed without new subsidies. The government has responded with a growing collection of funding and financing mechanisms for the very wide menu of industrial development and nation-building projects they say they want to take on, and that menu always includes fossil fuel infrastructure. But it’s hard to see how even the combined fiscal clout of the federal and supportive provincial governments will deliver the financial backing private investors would need when the business case for new fossil fuel development is evaporating before their eyes. Particularly when… • No Market, No Demand, No Investors: As our friend Markham Hislop at Energi Media (our apparently sleepless friend, given the massive volume of great material he’s been churning out) points out this morning, the biggest vulnerability in any pipeline deal is the assumption that Asian buyers will want the oil or liquefied natural ga that our fossil industry is so keen to send them. Hislop writes in part: Ottawa and Alberta are effectively betting that countries like China and India will continue increasing oil imports for decades as their economies grow and energy consumption rises. That assumption underpins the entire economic rationale for expanding oil sands production and building billions of dollars in new export infrastructure. But Asian energy systems are changing rapidly… China, India, South Korea, and other major hydrocarbon importers are now investing hundreds of billions of dollars into electricity systems built around wind, solar, batteries, nuclear, hydro, and expanded transmission infrastructure. Domestic “energy sovereignty” is increasingly replacing the old energy-security model based on stable oil and gas imports. Those investments are expected to sharply slow oil demand growth and eventually reverse it, even as overall energy consumption continues rising. There are also refining constraints. Many Asian refineries and petrochemical complexes are already optimized to process discounted heavy crude from the Middle East and Latin America. That raises serious questions about how much additional Canadian bitumen Asian markets can absorb at profitable prices. Small wonder that there’s still no private sector investor for the project, despite Smith’s government desperately beating the bushes to put together a deal. For now, Alberta is acting as proponent and covering early start-up costs for a pitch to the federal Major Projects Office, which could actually turn into the next tough hurdle for Smith and her pipeline to jump. • Canada Day Looms: How ironic that Canada’s birthday this year could become a major chokepoint for the provincial premier who’s been working so diligently to tear the country apart! The July 1 target date for Alberta’s pipeline proposal is baked into the MOU, was reaffirmed by the implementation plan, but it hadn’t dawned on me that it cuts both ways. As one very smart colleague wrote in an email yesterday, “they’ve thrown the ball into Alberta’s court to get the project proposal on the table really quickly and to have to do a whole pile of work to put together a massive, complicated project that would typically take years to assemble, and they’ve given them weeks to do it.” That makes July 1 a looming deadline that Smith won’t be able to run away from politically, especially with the separatists in her party and her caucus breathing down her neck. (See previous ref to off-the-wall.) But if Alberta comes in with a sloppy, incomplete submission, even after Carney bent over backwards to simplify the application process and the rules that govern it, it may be harder for the province or the industry to blame Ottawa and insist on the faster process they claim their investors are demanding. (Oh, wait—which investors would those be??) • We’ll See You In Court (Then We’ll See You Again): If Carney did cave, that would be just one more reason for Indigenous and other affected communities to take the government and the process to court—Just as Alberta First Nations did, successfully, in response to Smith’s half-baked separation referendum. Veterans of the Harper era have been warning that a shoddy process around fossil fuel infrastructure or other major projects will be a recipe for the very delays that process seeks to avoid. And now more than ever, with renewable energy and energy storage eating fossil fuels’ lunch in import markets around the world, a delayed pipeline or LNG terminal may be as good as a cancelled one. • Charged Up, Ready to Go: With its goal of doubling Canada’s electricity supply to meet a doubling of demand by 2050, the national electricity strategy that Carney unveiled Thursday has a lot to like. With its explicit language about speeding the shift from fuels to more efficient and affordable electricity, global investment and deployment patterns that already favour that shift, an emerging bidirectional power grid, the role of front-line options like rooftop solar and heat pumps, the emergence of electric vehicles as behind-the-meter energy storage, and the domestic jobs and manufacturing to make it all happen, the document doubles down on the essential cornerstone of a faster shift off fossil fuels. The strategy envisions a more prominent role for gas and nuclear power. But some of those provisions were already in the Clean Electricity Regulations that climate hawks are now fighting so hard to defend, inserted as a compromise in a futile attempt to mollify the industry and its political representatives in Alberta and Saskatchewan. But once again, gas will be a tougher sell when it’s more expensive and now so much more unpredictable than the clean alternatives. The new nuclear technologies are still speculative and deeply vulnerable to cost overruns. Increasingly, utilities, developers, and investors know it. Carney declared Thursday that “it doesn’t do us good to be sitting in court all the time with provinces. It doesn’t do us good to be talking past each other. What does do us good is to come together with specific projects.” There are no guarantees, but so much of the language and narrative-building in the electricity strategy suggests the lion’s share of those projects will be renewable. • The Party Has Already Started: The electricity strategy only rarely digs down to specific projects, but provinces representing three-quarters of Canada’s population are already embracing a faster transition. Hydro-Québec is working on a 10-year, $185-billion renewable energy and grid buildout by 2035. Ontario recently brought 10 provinces and territories together in a National Energy Corridor Agreement to boost interprovincial and -territorial transmission infrastructure. And the MOU implementation agreement commits Alberta to facilitate investment in renewable energy projects, a big step back from its continuing, punitive restrictions on renewables development. The electricity strategy envisions much of the financing and infrastructure that will be needed to pull those advances together into an integrated whole. • Delivering on Affordability: The MOU implementation plan has little or nothing to say about affordability (are you surprised?), but the electricity strategy does, with a top-line pledge to reduce home energy costs for seven out of 10 Canadian households by 2050, a total saving of $15 billion across the board. It’s just a start, but it puts affordability on the government’s narrative map. If they’re serious and deliberate about patching together a least-cost energy strategy, it’ll have little if any room for oil, gas, or nuclear—not with powerful evidence, for example, that electricity prices are higher when those prices are set by gas. • Smith Proves that Canada Works: By signing a deal that makes it harder to claim the federal government is blocking a new pipeline, Smith has helped prove Carney’s constant anti-separatist refrain that “Canada works”—incurring the rage, no doubt, of her own political base. Canada also needs to work for anyone who depends on a clean environment, healthy and thriving ecosystems, and safe, stable climate. But with Smith and her separatist constituents setting up as a fifth column for annexation by Donald Trump’s United States, let’s set aside any notion that 51st state status for Canada is a recipe for anything other than climate disaster (and so much else). Resisting and withstanding Trump (just 170 more sleeps until mid-term elections, which is a damn sight better than the 730 we started with) doesn’t mean a free pass for a pipeline, but we can still appreciate it that keeping Canada whole and sovereign is still Carney’s Job One. • The Words Not Spoken: Apart from a commitment to export a million barrels of “low-emission” Alberta bitumen per day (memo to Smith and Carney: You realize that that’s less than the industry is already exporting??), the MOU implementation plan says nothing about the international trade and economic sovereignty deals that Carney has been travelling the world to negotiate. It didn’t have to. Carney doesn’t need permission from Danielle Smith, her American enablers, or her separatist allies to continue building the alliances that will ratchet down our economic dependency on our unstable, unreliable neighbour to the south. But every connection he builds with countries outside North America helps align our economy and our future with a faster shift off fossil fuels. Little if any of this was on our bingo cards a year or two ago. But it’s the pathway that has opened up to us. And if it gives Canada any climate or energy gains at all in an era still dominated by Trump and his increasingly ridiculous tariffs, his loutish trade negotiations and his continuing annexation threats, we have to take the wins. Not least because they’ll be the point of departure for what we can achieve in 2027, 2029, and beyond, as Trump’s grip and this era begin to loosen and then fade. What is Carney Doing? If this line of thought is right—and it’s a possibility, not a prediction—it means that Carney’s actions and decisions are largely about buying time. Time for Trump’s power to wane. Time for Alberta’s separatist/conspiracist virus to spread, mutate, die out, or at least die back, with help from a vaccine of federal steadiness and calm (appropriate enough, for a movement populated largely by vaccine deniers) that no conspiracy theory can dismiss. And time for the government’s trade and investment agenda to deliver results—even knowing that some of those results will bring impacts that front-line communities will not and should not accept. In the immediate moment, none of this changes the way the wider climate community has to respond, from campaigners to investors to front-line practitioners. All of our voices are still essential. But those voices will be stronger and more confident if we have a clearer sense of the brutal game we’ve been pulled into, and a plausible path (or two it three) for playing it to the win we need. This conversation also underscores our biggest task for the remaining years of what was supposed to be the “decisive” decade for climate response: if we can shift the energy narrative in Canada, make it a mainstream view that the country’s preoccupation with oil and gas has us falling farther behind a changing world, we’ll see far better results in the 2030s and beyond. For many veteran climate advocates, taking on that part of the fight will begin with recognizing that most of our friends and family, neighbours and colleagues already understand that climate change is real and right in front of us: they’re looking away and staying silent because they don’t have what climate communicator Katharine Hayhoe calls “efficacy”. As Hayhoe recently pointed out in a feature interview with The Energy Mix, it amounts to science denial to keep hammering away at the dire news about global warming without also helping audiences understand what they can do about it, with multiple studies telling us why that won’t work. Far better to open those conversations with the dominant crises like energy security, food security, emergency preparedness and business continuity, affordability, and financial security that have knocked climate change far lower on the list of public priorities, and will likely keep it there. We Knew This Would Happen Climate hawks have always known this day would come. For decades, we warned that everyone had to pay attention to climate change right now, because it would be much tougher to respond once the crisis itself started affecting our daily lives. We were right, and here we are. But now, thanks to decades of hard work, communities and countries have an alternative to doubling down on fossil fuels. “In 10 years everyone will have ‘always known’ that solar and batteries were going to win,” Morgan Solar Executive Chair Mike Andrade writes on LinkedIn. With the disruption in the Strait of Hormuz roiling energy priorities around the world, Canada and the United States are among the shrinking number of countries that are still very keen on fossil fuel development. Understanding that gap is a first, essential step in spotting the opportunities ahead, and averting the deep economic as well as environmental and social risk we face if we don’t seize them. Thanks for reading The Energy Mix Weekender! Subscribe for free to receive new posts and support our work. Subscribe Mitchell Beer traces his background in renewable energy and energy efficiency back to 1977, in climate change to 1997. Now he and the rest of the Energy Mix team scan 1,200 news headlines a week to pull together The Energy Mix and The Energy Mix Weekender. Chart of the Week BYD Eyes 20 Dealership Locations After Canada Greenlights Chinese EV Imports ‘Sledgehammer’ Carbon Price Deal Boosts Emissions by 230Mt, Aims for Fall 2027 Pipeline Approval ‘Worse Than Harper’: Regulatory Rollback Would Stop Canada from Assessing Project Impacts, Critics Warn Electricity Strategy Aims for Doubling by 2050, Allows ‘Flexibility’ for Gas Power Plants Opposition Mounts as O’Leary’s Data Centre Approved in Drought-Stricken Utah Diluted Carbon Price Misses ‘Reality of the World We’re In’, Could Impede Diversified Trade: Climate Institute $200B in Clean Energy Investment Will Need On-Time Delivery, Reliable Policies, Trade Association Says ‘Sovereign Pipeline’: CEO Pitches to Keep Trans Mountain in Government Hands What a Supercharged El Niño Could Mean for Canada Canada’s future is electric, and here’s how a power grid superhighway would get us there (Toronto Star) The Perilous Waters of Hecate Strait (Globe and Mail) Saudi Aramco profits jump despite conflict in Middle East (The Guardian) Farmers confront rising cost of fertilizer and fuel as spring seeding under way (Canadian Broadcasting Corporation) Clarkson forecasts 24% decline in offshore oil, gas capital expenditures (Oil & Gas Journal) Pipe Dreams: How Oil and Gas Fail to Deliver Economic Development in Africa (Oil Change International) Developing countries must hold the pen to script the fossil fuel transition (Climate Home News) Iran war threatens the dream of a post-oil economy in the Gulf (Washington Post) U.S. Oil, Gas Work Force Hits Lowest Level Since 2022 (Rigzone) Why Polestar Is Doubling Down on Net Zero as Rivals Pull Back on EVs (Bloomberg) Why this Michigan utility plans to sell its hydro dams for $13 (E&E News/Politico) Levees can no longer save New Orleans (Vox)
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Red Sox put Trevor Story on IL with sports hernia, promote Nick Sogard
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Red Sox put Trevor Story on IL with sports hernia, promote Nick Sogard
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Polarizing prospect Darryn Peterson is ready to put his health concerns behind him. Are the Utah Jazz willing to do the same?
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