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Wisconsin reaches new low in CBS Sports' post-spring power rankings
Nothing went wrong in Wisconsin's spring practices, but CBS Sports' Cody Nagel is not ready to buy into this team.
CICP, Google Partner to Support New IN AI Initiative
The CEOs of Indiana Corporate Partnership (CICP) announced an alliance with Google to support the IN AI initiative, aimed at making Indiana the most AI-ready state in the nation. …
Britain Preparing for Mission That Could Clear Strait of Hormuz
At Gibraltar, at the tip of Spain, British forces are ready to deploy autonomous mine-hunting equipment if a peace agreement is achieved.
Apple Preparing New 'Gen AI' Website Ahead of WWDC
Apple is readying the subdomain genai.apple.com, according to MacRumors contributor Aaron Perris, but it does not yet lead to a live web page. This comes a few weeks ahead of Apple's annual developers conference WWDC, where the company has promised to announce "AI advancements" across its software platforms. Apple's website already has an Apple Intelligence page, so it is unclear what the company's plans are for genai.apple.com at this time.
A familiar fight returns to Stockton politics
Morning Briefing:*|DATE:F j, Y|* DONATE Good morning, Stockton. A new Stockton City Council race is already drawing comparisons to one of the city’s more
Nottingham Forest v Bournemouth: Key stats and talking points
Bournemouth visit Nottingham Forest on Sunday knowing they are already assured of a first European adventure next season – but they need a number of results to go their way to land a place in the Champions League. It was Forest who enjoyed their own continental quest this year, with an impressive run to the Europa League semi-finals providing a welcome distraction to their domestic woes. Vitor Pereira took over from Sean Dyche in February and has steered the Tricky Trees to safety thanks in no small part to an eight-game unbeaten run that ended with a 3-2 defeat by Manchester United last week.
Inside startups, Claude has already won the AI coding wars.
In a survey of more than two dozen startup founders and VCs, we found a growing consensus that Claude Code has become the dominant AI coding tool.
Yankees news: Get ready to learn some second base, Volpe!
Yankees’ Volpe to learn second base, Judge points at pitch selection as main issue in slump, Cole impresses in debut
As Communities Warn of Health Risks, New York Will Weaken Its Landmark Climate Law
Gov. Kathy Hochul has announced revisions to the state’s greenhouse gas emissions targets that will push off its 2030 deadline. Organizers believe residents are already suffering.
Who qualifies for the Europa League?
Bournemouth have already guaranteed at least a top-seven finish, meaning they will either qualify for the Champions League or Europa League. If English clubs get six Champions League spots, they will lose a Europa League spot in exchange. Brighton are currently seventh and have a one-point advantage over Chelsea and Brentford, the two teams directly below them.
Niners Receive Buzz to Add Former Seahawks Star
Speculation is mounting that San Francisco could unite Bobby Wagner with former teammate KJ Wright, adding elite run-stopping experience and veteran savvy to an already formidable defensive unit.
‘Like I Never Left’: Yankees Ace Gerrit Cole Delivers 6 Shutout Innings In Return From Tommy John
NEW YORK — Gerrit Cole walked into the Yankees clubhouse on Friday afternoon wearing a dark brown polo shirt with a matching Tom Ford belt and sharp white dress pants. This was a statement game, and even before suiting up in the Yankees pinstripes, Cole was dressed for the occasion. He was locked in, ready to dominate. The fit was part of the mentality.
Foreigners in U.S. must apply for green cards abroad, new Trump administration rule says
The announcement from U.S. Citizenship and Immigration Services is the latest step by the Trump administration making legal immigration more difficult for foreigners already in the U.S. and for those hoping to come here.
Richard Childress Racing reserving Kyle Busch's No. 8 until his 11-year-old son is 'ready to go NASCAR racing'
🎥Matarazzo keen to finish the season on a high
With the team already qualified for Europe, Real’s coach wants a good result against Espanyol.It has been a season of ups and downs for Real Sociedad, who managed to lift the cup and, under Matarazz...
Rediscovering science: New knowledge hidden in old data
What if the knowledge that could fuel the next scientific breakthrough has simply been forgotten in an old graph or table? Valuable scientific insights may already exist across decades of published experiments, ...
How To Start A Summer Business
Although summer is short, it presents big opportunities for exploring entrepreneurship. Ready to seize the season? Here's a guide to starting a summer business.
2026 MLB Odds: Back Up-And-Coming Brewers Ace for NL Cy Young
The NL Cy Young race is already a dogfight. But Will Hill sees a lesser-known name he likes to make a run at the award.
Frozen Microbes From The Distant Past Threaten To Wake Up, Ready To Infect People, Plants, And Animals
Despite lying idle for millennia, the pathogens can still be infectious.
Aliens: Fireteam Elite 2 Adds Exactly What You Wanted: A 4th Player and Smarter Xenos
With a fourth player added, a new completely open-ended Specialist class, new special Xenomorph types, and a totally new campaign, Aliens: Fireteam Elite 2 may not be reinventing the PvE Alien-game wheel, but it doesn’t need to. It’s adding seemingly everything we’d reasonably want in order to take the already well-executed concept from the first Fireteam Elite to the next level.
NH Business Notebook: Get ready for big takeaways
‘Leadership Unscripted’ returns June 4 with a new panel of battle-tested executives
As China tensions loom, US temporarily pauses Taiwan weapons sales due to Iran war, acting Navy secretary says
The U.S. temporarily paused weapons sales to Taiwan to ensure munitions are ready for potential Iran escalation, Acting Navy Secretary Cao testified.
The Democrats’ Autopsy Isn’t Helpful. New Ideas Are
At long last, and after much scrutiny, the Democratic National Committee’s audit of the 2024 election cycle is out. And so are the knives. The nearly 200-page report landed with a thud, angering the party faithful just five months before an election that demands Democrats play error-free ball. While the DNC has oddly distanced itself from its own report, which hardly seems that revelatory or controversial, actual Democrats already seemed to be implementing some of the lessons.
Apple AirPods, MacBooks, iPads and AirTags are now on sale for Memorial Day
Apple products like AirPods, iPads and MacBooks are already on sale ahead of Memorial Day weekend.
Rediscovering science: new knowledge hidden in old data
What if some of the most important scientific discoveries are already hidden in data collected years ago? Researchers at Tohoku University are exploring how AI and data-driven science can reveal new insights from past experiments and scientific literature. Their review highlights how old data could help accelerate discoveries in chemistry and materials science.
World Health Assembly endorses resolution on precision medicine
At the Seventy-ninth World Health Assembly, Member States endorsed a new resolution on Precision medicine: a path towards targeted, personalized and equitable care, taking an important step towards advancing precision medicine as part of efforts to strengthen equitable, effective and sustainable health systems. Precision medicine refers to the use of clinical, molecular, genomic and other health data to inform prevention, diagnosis and treatment, taking into account variability while applying appropriate ethical and legal safeguards. When integrated responsibly into health systems, precision approaches can improve outcomes across different disease areas and across the life course – from cancer and rare diseases to infectious diseases, maternal, newborn and child health, mental health and noncommunicable diseases. The resolution reflects rapid advances in genomics, diagnostics, data science and digital health, alongside widening global inequities in access to these innovations. Many populations – particularly in low- and middle-income countries – remain underrepresented in data and research, limiting the public health impact of precision medicine and risking the widening of health disparities if action is not taken now. "Precision medicine is not an aspirational idea for health delivery in the future – it is already transforming lives across the world. But its benefits remain out of reach for too many and the research driving progress is concentrated in high income countries. This WHA resolution gives global health leaders, ministries of health, and WHO a clear mandate: to act. From infant screening to setting up genomic databases WHO will work with countries to bring about the power of these innovations." Dr Meg Doherty, Director Science for HealthThrough the resolution, Member States commit to developing and strengthening national policies, infrastructure, workforce capacity and governance frameworks to support the safe, ethical and equitable integration of precision medicine into health systems, aligned with universal health coverage. This includes promoting affordability, ensuring inclusive research and data systems, strengthening regulation and data governance, and fostering collaboration across sectors and regions.WHO is requested to provide technical and normative support, review and coordinate existing guidance, facilitate global and regional collaboration, and develop a Global Strategy on Precision Medicine to guide equitable and context‑appropriate implementation. WHO stands ready to support Member States through tools such as a country maturity model for countries to self-assess capacity in implementing precision medicine depending on their context. In the immediate term WHO will map all existing guidance and frameworks and host extensive consultations with interest holders globally.By placing equity, inclusion and public value at the centre of precision medicine, the resolution reinforces WHO’s commitment to ensuring that scientific advances benefit all people, everywhere, and that no one is left behind in the next era of health innovation."By uniting people-centered healthcare with innovation, precision medicine has the potential to transform lives. This resolution helps ensure those advances serve the shared goal of health for all." Dr Sylvie Briand, Chief Scientist For further information please visit the Health Topic: Genomics
How to AI -proof your job
Meta. Nike. Intuit. UPS. It seems every day a new company announces layoffs, often citing AI as the cause. AI is already reducing US monthly payroll growth by roughly 16,000 jobs in the past year, according to a recent Goldman Sachs report.
First class graduates from Springfield’s Minority Business Institute
Ethan Posey, director of community relations for the City of Springfield, led the charge for the new initiative. He already has a waiting list of people wanting to join the next session of the institute.
'Dread': Coral scientists fear bleaching El Nino could bring
The arrival of a potentially powerful El Niño weather system this year could devastate coral reefs around the world already weakened by back-to-back rounds of bleaching, scientists warn.
Home discomforts - will being hosts on Sunday hinder Spurs?
Roberto de Zerbi's Tottenham need to get at least a point against Everton if they are to see off West Ham - assuming Nuno Espirito Santo's side do their job and beat Leeds at London Stadium. The 12 points Tottenham have picked up at home is the joint-fewest in the division, alongside already-relegated Burnley.
Coral Gables business owner says he's ready to leave after World Cup event issues with council members
The owner of a longtime Coral Gables restaurant says he’s taking his business to another city after several members of the city commission kept deferring his plan to host a World Cup watch party on the plaza in front of his business.
World Cup: “Kick It in KCK” bringing World Cup watch parties, food and festivals to downtown KCK
Kansas City, Kansas, is getting ready for a summer packed with soccer, food and festivals. Visit KCK announced free “Kick It in KCK” World Cup watch parties at Memorial Hall along with several One World Wyandotte street festivals downtown throughout June.
Mercer Health awarded Acute Stroke Ready Certification from The Joint Commission
Mercer Health has earned The Joint Commission’s Gold Seal of Approval® and the American Stroke Association’s Heart-Check mark for Acute Stroke Ready Certification. Mercer Health underwent a rigorous onsite review on February 6, 2026. During the visit, a team of Joint Commission reviewers evaluated compliance with related certification standards including program management and supporting self-management. […]
Mozilla officially confirms Firefox 2026 "Nova" redesign, and you can already enable it
Mozilla has formally confirmed the upcoming 2026 “Nova” redesign for Firefox, revealing details on its refreshed interface, modern visual style, and new user experience.
Gemini’s new usage limits are live, and users already seem frustrated about it
As a part of a massive slate of new AI announcements, Google this week also announced new compute-based usage limits...
Stuck in the hospital? A WA program offers a path to speed recovery, save money
On any given day in Washington, state estimates show nearly 850 patients are medically ready for discharge, but myriad barriers keep them in the hospital.
Scott Coker is back in MMA with a $60M venture, ready to shake up the sport again
Coker, who uncovered the talents of stars like Daniel Cormier and Gina Carano, is back again, looking to build yet another MMA promotion.
We are not ready for the next war’s wounded soldiers
Over two decades of war, the United States has made remarkable advances in combat casualty care. Survival improved. Innovation accelerated. Lives were saved. But those gains were built for a differ…
It's not just PS Plus Essential getting a price hike: Premium and Extra tiers are now more expensive too
Following its carefully worded PS Plus price increase announcement, Sony has confirmed what everybody already expected what it hadn't yet said out loud.
Too young to drink, ready to destroy: How young punks Xcomm are crashing the hardcore scene
Homework can wait for L.A.'s hardcore upstart Xcomm, whose youngest member is 14, as it focuses on the release of its debut album, 'Time to Burn.'
Researchers say the Trump administration is finding new ways to punish science
Even with federal grants largely restored, scientists say the Trump administration is still preventing those funds from reaching them. The consequences, they say, are already becoming clear.
British Politics Is Obsessing Over the Bond Market. Here’s Why.
Britain is facing another round of turmoil in government leadership, jolting debt investors who were already on high alert over inflation.
Bucks County is ready to be the center of the political universe (again)
Gov. Josh Shapiro kicked off Pennsylvania Democrats' general election campaign in Bucks County, where key races for Congress and state Senate will be on the ballot in the fall.
Rich already being taxed properly, says minister, as Streeting calls for ‘wealth tax that works’– UK politics live
Treasury’s Lucy Rigby says Rachel Reeves introduced measures in her first budget as Streeting calls for capital gains rates to be aligned with income tax
Iran rebuilding military industrial base faster than expected, already producing drones, according to US intel
Iran has already restarted some of its drone production during the six-week ceasefire that began in early April, one sign it is rapidly rebuilding certain military capabilities degraded by US-Israeli strikes, according to two sources familiar with US intelligence assessments. Four sources told CNN that US intelligence indicates Iran’s military is reconstituting much faster than initially estimated.
UNESCO warns a tsunami in the Mediterranean is inevitable
The French Riviera may look like an unlikely place for a tsunami disaster, but scientists warn the threat is far more real than most people realize. Historical events and new modeling show that destructive waves have already struck the Mediterranean coast — and could hit again with very little warning. Some tsunami scenarios could reach beaches in under 10 minutes, leaving almost no time for traditional alerts.
Loma looks to live dangerously in return to the ring
Former Ukrainian pound-for-pound king Vasiliy Lomachenko hasn't officially announced his return to the ring, but the rumors about who will be his comeback fight opponent are already swirling. Gervonta "Tank" Davis was the first name mentioned. That makes sense, since fans of both fighters have ...
Senate G.O.P. Ready to Drop Ballroom Funds From ICE Bill
Several Republicans had balked at including the money in an immigration enforcement measure that the party plans to push through on a party-line vote.
Opinion | Get the Federal Science Money Flowing
The NIH has been holding back grants from funds Congress has already approved.
Enzo Maresca working on transfer, pre-season plans ahead of Manchester City job
The Italian has already been collaborating closely with sporting director Hugo Viana for pre-season, the new campaign and beyond.
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.
Ebola Crisis Sparks Debate Over Global Health Double Standards
To some Africans, the claim that the continent’s largest health agency had already bungled its response scratched a familiar wound.
ARC Raiders Is Getting New Massive Enemy Types, Including “Completely New” ARCs
Following the Turbine and Vaporizer, Embark is already working on the next generation of giant ARC threats.
Where Data Meets Care: Advancing Medicine Through Research
Research presented at a national healthcare conference this past month may already be shaping the care patients receive today. From safer opioid prescribing after surgery to better understanding cardiovascular risk and the role of mental health support in cancer care, Sutter Health researchers shared studies at the 2026 Health Care Systems Research Network Conference in […]
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...
Animazement 2026 coming to Raleigh Memorial Day weekend
Anime fans, get ready! Animazement 2026 returns to downtown Raleigh May 22-24.
Sharks are helping scientists improve weather forecasts
Forecasters already rely on satellites, buoys and hurricane hunter aircraft to monitor ocean conditions. Sharks, however, may offer a way to fill gaps in places where traditional tools are sparse or expensive.
Start of Elland Road redevelopment 'unbelievably exciting'
No sooner had the empty beer bottles and wine glasses been swept up by the catering staff after ushering the corporate ticket holders from the Norman Hunter, Lucas Radebe and Billy Bremner Suites after heartily celebrating Dominic Calvert-Lewin's late winner against Brighton on Sunday, work began on Elland Road's John Charles Stand. It served as a reminder that Leeds are already a competitive force in a Premier League in which they are assured of another campaign. Vital to the project is the provision of either a light rail or tram from Leeds city centre with a stop at Elland Road and then on to the White Rose area.
Samsung One UI 9 Beta eligible devices: Android 17 beta expected list
Samsung just kicked off the One UI 9 beta program for the Galaxy S26 series in mid-May 2026. If you own one of those new flagships, you can already sign up through the Samsung Members app in countries like the US, UK, Germany, Korea, and soon India and Poland. But what about the rest of […]
Mitch Johnson has 'no idea' if Spurs guard De'Aaron Fox will be ready for Game 2 vs. Thunder
Paducah Sports Park to host first tournament in new facility this weekend
Crews are still finishing parts of the $65 million complex, but officials say the park is ready to welcome teams beginning Saturday.
Business owner, parkgoers call for Charlotte beach brawls to get under control
Rochester, N.Y. (WHAM) — It's not even Memorial Day weekend and Ontario Beach Park in Charlotte has already had two brawls this season.
Eminem ‘Ready to Pay’ for Ex Kim Scott Mathers’ Rehab After DUI Arrests: ‘She Needs Professional Help’
Eminem is prepared to stage an intervention for ex-wife Kim Scott Mathers in the wake of her recent DUI arrests, a source tells Globe. The 51-year-old was charged with driving under the influence on T...
Casey Askar jumps into increasingly competitive CD 22 contest
He last ran for an open seat in 2020, but feels ready to take on Debbie Wasserman Schultz in a swing district under the new map.
Greg Hyman, Co-Creator of Tickle Me Elmo, Dies at 78
An electronics wizard, he was already a veteran inventor when he collaborated with Ron Dubren on an idea for a toy that giggled. The rest is retail history.
Experts: Maine-famous names might be liability this year
With early voting already underway leading up to the June 9 primary, Maine voters are seeing familiar family names on both parties’ ballots.
Forza Horizon 6 is Already a Massive Success
Forza Horizon 6 racks up hundreds of thousands of concurrent players on Steam on day one of its full release, far outperforming prior Forza Horizon games.
Networking Mixer
Join us for an elevated evening of connection, collaboration, and opportunity. Set in a premium lounge atmosphere overlooking the field, this networking mixer brings together driven professionals, entrepreneurs, and business leaders ready to expand their circle.
Sony Launches $650 Headphones Made With Steel and Vegan Leather
Sony Group Corp. introduced a $650 pair of high-end wireless headphones, setting a new ceiling for the company in a segment that has already grown more pricey in recent years.
Pelosi intervenes in Democratic race to succeed her
Former Speaker Nancy Pelosi backed Connie Chan in the race to succeed her, calling the San Francisco supervisor ready to bring clarity to Congress.
Science Start-Up Colossal Is Creating an Artificial Womb
Science start-up Colossal is on a mission to make animals “productionized” — getting rid of the need for eggs or wombs. And it’s already worth billions
Kasich aims to trade outrage for optimism with new SiriusXM show
Forget shouting matches and partisan sniping, John Kasich says he’s ready to tell political leaders to “knock it off, settle down and get things fixed.” Ohio’s former Republ…
Commanders' rookie WR has a message for Jayden Daniels
Antonio Williams wants Jayden Daniels to know he's ready to be that guy.
Op-Ed: Student mental health program NJ4S must be preserved
Cutting funding would cause struggling youth to 'lose the very services that keep them safe, stable and ready to learn,' a principal writes
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:
Viewers Are Dragging This Show Online But Are Also Secretly Obsessed With It
A new season of a beloved series is already sparking intense reactions online, with viewers calling it everything from painfully relatable to full-on “rage bait.” See what all the chatter is about here.
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.
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