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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.
Plan Baton Rouge III takes next step toward reality
A plan to reimagine the Mississippi riverfront in downtown Baton Rouge is headed to the Planning Commission for review Monday. Commissioned by the Baton Rouge Area Foundation and developed by i… Already an INSIDER? Sign in. Already an INSIDER? Sign in
Potential federal college sports reform could reshape Florida football
Proposed federal reforms surrounding NIL, transfers and NCAA authority could significantly impact Florida and other SEC football programs.
Sony's 10th Anniversary 'Collexion' Over-Ear Headphones Leaked
Sony's latest noise-canceling headphones have been leaked. Images of the 10th anniversary models, called 1000X "The Collexion" Edition, were shared online today by OnLeaks. They're expected to launch tomorrow, coming just a year after the company's WH-1000XM6 series. From what we can tell based on the leaked materials, the changes are largely design-based.
United Airlines Made Passengers Endure a 13 Hour Flight With No Entertainment, No Wi-Fi, And No In-Seat Power
United Airlines is making passengers on a 13-hour flight from Tokyo to Washington Dulles endure a flight experience from around four decades ago: No seatback screens, no in-flight Wi-Fi, and no in-seat chargers. It’s not like this is some sort of retro-inspired experience that passengers signed up for. Rather, the 27-year-old Boeing 777-200 being used…
Gradient Google icon redesign starts rolling out
Following our report last month, Google is beginning to roll out its gradient icon redesign for Workspace apps.
The ugly reality of racial politics in today’s Republican Party
The GOP is increasingly embracing racial politics, with many of its members either expressing racist views or playing along by ignoring them, as evidenced by the recent Supreme Court ruling that di…
Hegseth to Campaign for a Republican House Candidate
Defense Department officials typically stay away from partisan politics to maintain the military’s apolitical image.
2026 Healthcare Marketing Impact Awards
Learn about the 2026 Healthcare Marketing Impact Awards from Ad Age and Modern Healthcare, honoring impactful healthcare advertising, marketing and communications campaigns.
Trump drops lawsuit against IRS amid talks of establishing a $1.8 billion fund for allies
President Donald Trump is dropping his $10 billion lawsuit against the Internal Revenue Service, according to court documents, a signal that the administration is preparing to go forward with a plan to set up $1.8 billion fund that would compensate those who believe they were subject to unfair investigations under previous administrations.
Buttigieg rallies for Montana election initiative, stays mum on political plans
During an hour-long speech in a packed Mother Lode Theatre, Pete Buttigieg made a rousing plea to ban corporate money from Montana politics while repeatedly sidestepping talk of a 2028 presidential run. The 2020 Democratic presidential candidate and former U.S. transportation secretary drew cheers from the audience of 1,200 in Butte as he suggested that special interests and corporate spending in campaigns had drowned out the concerns of average voters.
LEGO Batman: Legacy of the Dark Knight Early Access and Full Release Times Confirmed
Warner Bros. Games has confirmed the LEGO Batman: Legacy of the Dark Knight early access and full release times globally. Here's when you'll be able to play in your timezone.
Prantl’s owner responds to health department consumer alert
Joe Cugliari, owner and president of Prantl’s Bakery, issued a statement following the Allegheny Health Department’s consumer alert regarding the bakery’s Walnut Street location in Shadyside. According to the department’s Thursday report, the bakery had a presence of rodent droppings on multiple surfaces, damaged exterior walls, soiled food equipment, old
Subnautica 2 Dev Gives Players Hope Amid the Game's First Hot Topic Following Launch
Fresh from its huge early access launch, underwater survival and crafting adventure game Subnautica 2 has sparked a significant debate among fans: to kill or not to kill the fish.
Brian Kemp passed on a Georgia Senate run. Then he threw himself in the middle of the GOP primary
Brian Kemp may not be running for US Senate — but the Georgia governor is campaigning like his name is on the ballot.
Lululemon takes battle with Chip Wilson public, calls founder 'misguided' and 'outdated'
Lululemon responded publicly to founder Chip Wilson's campaign in a letter to shareholders, where it urged them to vote in its favor at its annual meeting.
Take-Two Boss Says Borderlands' Last-Minute Art Style Change Cost $50 Million, but Without It the Game Would Have Flopped
Borderlands’ well-documented 11th hour art style change cost Take-Two an extra $50 million in development costs and delayed the game by a year, but without it the now successful franchise would have flopped straight out the gate.
Wolves 1-1 Fulham
The so-called best players could not hack it in the Premier League so we will sell them and buy real quality to play in the Championship. If Mr Edwards can't design and motivate the team that will most likely form the nucleus of next season's offering, how do we think the results will be any different in the Championship? Fulham were stringing passes together when attacking but we struggled.
'Truly significant': James Webb telescope reveals largest-ever map of the universe's hidden megastructures
Using the James Webb Space Telescope, astronomers have created the most detailed map of the cosmic web ever.
Galaxy S27 Ultra May Finally Address Battery Complaints, As A Design Change And Specifications Upgrade Are In Tow
Samsung could finally address the battery life concerns with the Galaxy S27 Ultra launch, as a new design and upgrade are expected to happen next year
Linfield in need of rebuild after tough season
European football and a trophy on paper sounds like a favourable campaign but, for a club like Linfield, it will not be considered one.
Hungarian President Sulyok Rejects Magyar’s Call to Resign
Hungarian President Tamas Sulyok rejected demands from new Prime Minister Peter Magyar to resign by the end of May, setting the stage for a legal battle in Budapest.
More to come from Ireland after beating Scots
The 2026 Women's Six Nations has felt like another significant step forward for a young but talented Ireland side.
There Is a Solution to the Global Health Care Crisis
Cuts in foreign aid have been devastating. Countries have a window to step in and craft plans for success.
Helping seniors navigate digital-first health care
Discover how CVS Health is improving digital health literacy, reducing barriers, and designing more accessible health care
CARE for Women: An investment in health system redesign
An expansion of preventative care could widely improve health outcomes for women. The CARE framework, by the Forum and McKinsey health Institute, can help.
Colorado GOP plays with fire as primary approaches
Over the next several weeks, the Colorado Republican Party will make consequential decisions that will determine just how relevant it will be in 2026 and beyond. The 600-member Colorado Republican State Central Committee will meet on May 30 to elect a new state chair following the resignation of Brita Horn. The Colorado Republican Primary Election […]
Ardent Health taps Fujifilm’s AI-enabled patient imaging platform
Fujifilm Healthcare Americas Corp. has signed a deal with Ardent Health to bring its enterprise imaging software to hospitals and clinics in six states. | Fujifilm Healthcare Americas Corp. has signed a deal with Ardent Health to bring its enterprise imaging software to hospitals and clinics in six states.
David Bednar Stat is Very Concerning for Yankees' Future
It's been an ugly past week or so for the New York Yankees, a very concerning sign for a team that was one of the best in Major League Baseball prior to this. Now sitting at 28-19, the Yankees are 3-7 over their last 10 games and are three games behind the first-place Tampa Bay Rays in the American League East.
Kalshi Referral Code SBWIRE | Get $10 Bonus for NBA, Politics Trading & More This Week
Sign up with Kalshi referral code SBWIRE, trade $10 and get $10 in credit. Trade the NBA Playoffs, Stanley Cup Playoffs, MLB, politics, crypto and more.
China Politics
China's Foreign Minister Wang Yi, center, looks on as diplomats and staff members gather for an official group photo following the presentation ceremony for the ministry's Outstanding Diplomat Medal in
China Politics
China's Foreign Minister Wang Yi arrives alongside foreign diplomats for the presentation ceremony of the ministry's Outstanding Diplomat Medal in Beijing, China, Monday, May 18, 2026. (Maxim Shemetov/Pool Photo via
Trump’s vendettas deliver, but at what cost to the GOP?
President Donald Trump is lining up new targets after felling yet another Republican critic in a retribution campaign that he finds deeply satisfying but that comes with widening political risks for his party.
Families left in limbo after Zion Memorial cemetery posts ‘closed for business’ sign on office door
WBRC is On Your Side trying to get answers after a historic cemetery posted a sign on the office door that says in part “closed for business,” leaving families in limbo.
Panthers reportedly won't extend Bryce Young before 2026 season
What Panthers are signaling with Bryce Young extension delay.
Thailand to Pare 7,000 Business Rules to Lure Foreign Investment
Prime Minister Anutin Charnvirakul’s government plans a sweeping reform of more than 7,000 business regulations, aiming to cut bureaucratic hurdles and accelerate investment as it tries to compete for global capital.
How GCSTIMES Thinks About Greener Hotel Choices During Business Travel
GCSTIMES outlines its internal sustainable business travel guidelines, encouraging employees to prioritize GSTC-aligned certifications like Green Key and LEED, and to adopt eco-conscious habits during stays.
The Aid Report: A shock to the system: Global health after US aid cuts
The abrupt freeze and rollback of US foreign assistance in early 2025 disrupted far more than clinics and medical supply chains.
Texans RB Drops Honest Opinion on David Montgomery
Woody Marks envisions a "party" in the backfield as he embraces a dual-threat partnership with Detroit’s former star to ignite Houston's postseason push this fall.
Choose your own adventure: A Business Data Analytics alum goes looking for problems
Jeremy Harris’ love of puzzles and a fascination with cybersecurity took him from Army signals intelligence to building an award-winning IT firm in West Virginia.
Should the Chicago White Sox Extend Munetaka Murakami?
Munetaka Murakami is playing far beyond the contract the White Sox signed him to last winter.
This popular fermented food may help flush microplastics from the body
Scientists in South Korea have discovered that a probiotic bacterium found in kimchi may help the body flush out tiny plastic particles before they can build up in organs. In lab tests, the kimchi-derived microbe clung tightly to nanoplastics even under conditions designed to mimic the human intestine, where other bacteria quickly lost their grip.
2026 Best 40-Under-40 Business Professors: Julia Fonseca, Gies College of Business, University of Illinois Urbana-Champaign
Over the last decade, Poets&Quants has honored more than 540 up-and-coming star MBA and graduate business professors from around the world.
HS2 failings blamed on high-speed focus and political pressure
A new reviews confirms the high-speed rail line's "original sins" include a technical design, changing political priorities and ballooning costs.
A prayer festival calls for more religion in politics, not less
A prayer festival on the National Mall in Washington, DC was partially organized and funded by the federal government. Its evangelical Christian messaging and call for more religion in politics not less, aligns with the Trump administration's fusion of faith and governance. NPR's Emily Feng went to the event to understand the audience for this approach, and she spoke with author Eric Metaxas, a speaker at the Rededicate 250 festival.For sponsor-free episodes of Consider This, sign up for Consider This+ via Apple Podcasts or at plus.npr.org. Email us at considerthis@npr.org.This episode was produced by Henry Larson, with audio engineering by It was edited by Sarah Robbins and Daniel Burke.Our executive producer is Sami Yenigun.
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.
Astrobiology Science Conference (AbSciCon26) Media Tips 2: Technosignatures, Life in Space, Existential Questions, Robot Explorers
The 2026 Astrobiology Science Conference hosted by the American Geophysical Union (AGU) will convene next week
Dodgers Signing Left-Hander Amid Pitcher Injury Crisis
The Los Angeles Dodgers are acquiring left-handed pitcher Eric Lauer from the Toronto Blue Jays, per Katie Woo of The Athletic.
Sony Xperia 1 VIII is official, Xiaomi 17 Max is coming - week 20 in review
Samsung begins seeding One UI 8.5, announces One UI 9 beta for the S26 series. Sony unveiled its Xperia 1 VIII flagship with a new design, but the old core...
Kalshi Referral Code SBWIRE | Get $10 Bonus for NBA, Politics Trading & More This Week
Sign up with Kalshi referral code SBWIRE, trade $10 and get $10 in credit. Trade the NBA Playoffs, Stanley Cup Playoffs, MLB, politics, crypto and more.
With Sen. Cassidy's primary defeat, Trump's revenge campaign continues
President Trump succeeded in his effort to defeat Sen. Bill Cassidy in Louisiana’s Republican primary, a signal of the enduring strength of the president’s hold on his party despite his unpopularity with the wider American public.
Astros vs. Rangers Game Thread: Game 48, 5/17/2026
TODAY’S GAME: The Houston Astros (19-28) will play the final game of their seven-game homestand today as they go for a sweep in the first round of the Silver Boot Series, presented by the Texas Lottery, against the in-state rival Texas Rangers (21-24). RHP Peter Lambert (2-3, 2.76 ERA), a minor league free agent signing […]
Business People: General Mills veteran Dana McNabb named COO
General Mills, Golden Valley, announced that Dana McNabb has been promoted to chief operating officer, effective June 1. MONO, a Minneapolis- based ad agency, announced the return of Jeffrey Gorder as CEO. Pope Design Group, St. Paul, announced the addition of Sara Rapp as northern Minnesota market lead, based in Duluth.
Hull KR bring in prop Pangai Junior
Hull KR sign former NRL prop Tevita Pangai Junior on a deal until the end of the season.
Minnesota Vikings News and Links: What Moves Are Next?
Not much going on right now as we await the first OTAs and minicamp. The current Cap Space (per OverTheCap) without the Jennings signing reflected is : $12,267,125One June 2nd it will increase due to the Post-June 1 release savings: +$12,500,000 (combined from Harrison Smith and Jonathan Allen)Adjusted Total Cap Space: $24,767,125 I imagine Jennings […]
Ebola outbreak in Central Africa declared a ‘Public Health Emergency of International Concern’
The World Health Organization (WHO) has declared the ongoing Ebola outbreak in the Democratic Republic of the Congo (DRC) and Uganda a Public Health Emergency of International Concern, citing rising cases, cross-border spread and significant uncertainties about the scale of the epidemic.
First iPhone 18 Pro and iPhone 18 Pro Max cases revealed; might not fit iPhone 17 Pro
The first leaked iPhone 18 Pro and Pro Max cases reveal a design similar to the iPhone 17 Pro, featuring a large camera island and MagSafe. Expectations for the September 2026 launch include a 48MP variable aperture camera, and a new Dark Cherry color.
Kalshi Referral Code SBWIRE | Get $10 Bonus for NBA, Politics Trading & More This Week
Sign up with Kalshi referral code SBWIRE, trade $10 and get $10 in credit. Trade the NBA Playoffs, Stanley Cup Playoffs, MLB, politics, crypto and more.
Priyanka Chopra Jonas wears angelic gown to fifth annual Gold Gala
The gown was crafted by designer Amit Aggarwal and stylist Ami Patel from a 20-year-old traditional Chikankari sari, embroidered in silk on white chiffon.
2️⃣ goals in two minutes ignites United vs Forest encounter
Man United were cruising in their Premier League clash against Nottingham Forest at half time. The Red Devils led after Luke Shaw ended his nearly four-year goal drought with a fifth-minute strike.Mic...
The hopeful update Chase Rice just shared after stepping away from music this year
Stops at Red Rocks and Stagecoach reignited something in the singer, who says performing made him miss the stage all over again.
Science & Medicine: Strengthening your teeth
Imagine one day your child bites down on something and the enamel on one of their teeth starts to crumble. That can happen in a condition called molar incisor hypomineralization — otherwise known as chalky teeth.
Aston Villa and Newcastle enquire about Toulouse’s Dayann Methalie
Dayann Methalie (20) is one of the breakout stars of the Ligue 1 campaign, and the Frenchman is now attracting interest from clubs across Europe, as per a report from Téléfoot.Last summer, it was J...
Voter voices from the San Gabriel Valley on California governor's race
Becerra and Hilton have emerged as the candidates to beat. But dozens of interviews across the San Gabriel Valley, a prime campaign battleground, find many voters still undecided. And discouraged.
WHO Declares Ebola Outbreak A Public Health Emergency Of International Concern
WHO declared the Bundibugyo Ebola outbreak a PHEIC just 48 hours after confirmation, the fastest such designation in history. What drove the decision.
PHA and NAMI host songwriting workshop for Philadelphia youth during Mental Health Awareness Month
The therapeutic songwriting workshop was designed to give young people a creative outlet to discuss their mental health.
Pols & Politics: Mike Minogue rule? State lawmaker seeks to ban self-funded campaigns
As budget week kicks off on Beacon Hill, state Sen. Rebecca Rausch has filed a budget amendment that would strike out a provision allowing political candidates to self-fund their campaigns.
The new political era of insurgent candidates is roiling the Pennsylvania primary
A decade after Donald Trump upended the Republican Party by attacking the GOP establishment in his first presidential campaign, the political outsiders...
‘Scazball’ taking Red Roses’ attack into new era
When Amy Cokayne crossed for England’s first try against Ireland, it looked like the Red Roses had reverted to type in the Women’s Six Nations; a forward-orientated game that has been much maligned in the past.
Nine-year-old becomes face of cricket campaign
Edie, 9, is the new face of an ECB campaign celebrating grassroots cricket, which has gone viral.
Barcelona consider Julian Alvarez signing “practically impossible”
Barcelona intend to sign a new striker this summer, especially now that Robert Lewandowski’s expected exit has been confirmed. They want to bring in a big-money number nine to compete alongside Ferr...
Trump sent a message by targeting Bill Cassidy. In defeat, Cassidy delivered one back
Louisiana Republican Sen. Bill Cassidy wanted his reelection campaign to be about the “present and the future.” President Donald Trump had other plans. Cassidy became the first GOP senator to lose renomination in close to a decade, a remarkable downfall that shows again how Trump dominates the party. He signaled in his concession speech, without mentioning Trump, that he could spend the final months of his term being more of a thorn in Trump’s side – or at least more openly critical.
Derek Candelore Introduces The Service Blueprint Program to Support Home Service Business Growth
PITTSBURGH, PA / ACCESS Newswire / May 16, 2026 /Derek Candelore has announced the launch of The Service Blueprint, a structured business development program designed to address common operational and scaling challenges faced by home service companies. ...
Donte DiVincenzo reflects on Timberwolves’ ‘moodiness’ after playoff exit
Donte DiVincenzo is rehabbing his Achilles throughout the offseason and the 2026-27 campaign as he looks for the Timberwolves to improve.
Rousey vs. Carano results: Robelis Despaigne brutally KOs Junior dos Santos in first-ever MMA fight on Netflix
Mental Health Resources
As Real Salt Lake and Utah Royals FC honor Mental Health Awareness Month, the Club encourages all fans, staff, and players to remember that they are never alone. Reaching out for support is a sign of strength. Together with our partner Intermountain Health, here’s how we're working to support mental
Corsair explains why 12V-2x6 still needs protection despite revised connector design
Corsair’s Jon Gerow explains why 12V-2x6 still needs monitoring Corsair recently published a technical overview for its ThermalProtect 12V-2x6 cable, this
With high hopes, Yale continues to invest in Upper Science Hill
The University has poured hundreds of millions of dollars into the development of Upper Science Hill, which University leaders say will significantly improve research opportunities at Yale. The first phase is set to be completed this fall.
Aaron Rodgers re-signing with Steelers for 2026 season
Rodgers is returning to the Steelers
'Tarps off' trend fires up Busch Stadium during Cardinals' winning streak: 'I'll sign up for that any day'
The Cardinals are 2-0 with the Stephen F. Austin club baseball team show goes shirtless in right field.
Chicago Fire striker extends ridiculous MLS goalscoring streak 📈
Chicago Fire striker Hugo Cuypers is on an absolute tear in MLS this season. The Belgian is on pace for a historic season after bagging his 13th goal of the campaign this afternoon against CF Montré...
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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