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Apple registers new 'gen AI' subdomain ahead of next month's WWDC keynote
Apple has just registered a new subdomain record ahead of WWDC: genai.apple.com. All signs point to WWDC 2026 being Apple’s...
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.
Better Business Bureau: Protect yourself from deepfake scams
Artificial intelligence is changing the way businesses and consumers interact every day.
Nvidia’s Hidden $60 Billion Business Is About to Overtake Broadcom
For years, investors treated artificial intelligence as a GPU story. Buy the chipmakers, ride the boom, and call it a day. But AI data centers have evolved into something much bigger — sprawling digital factories that need not only computing power, but also ultra-fast networking capable of moving oceans of data with almost no delay. ... Nvidia’s Hidden $60 Billion Business Is About to Overtake Broadcom
Bond breakout? Big effects of bad data. Immigration and thermostatic politics & dad-chat is coming for dad-books.
Thank you for opening your Chartbook email. Anna Airy, A Shell Forge at a National Projectile Factory, Hackney Marshes, London, 1918 Bond breakout - John Authers Across the developed markets, bond markets are staging a slow-motion car wreck. Looking at the drastic moves in the US, Japan, the UK and France, Barclays’ Ajay Rajadhyaksha commented: “Last week, long bonds broke. Not in one country. In all of them. Simultaneously. Four countries. Four different political systems. Four different central banks. But the same trade — “get me out of duration!”” Each country has its own contributing political problems, but the uniformity of the shift out of long-term bonds with high duration makes clear that something broader is afoot. For Rajadhyaksha, it is “simple and uncomfortable.” The developed world “has too much debt, too little fiscal discipline, and no political appetite for fixing either.” If there’s a trigger, it has been the Iran war and the resulting shock to oil supply. Source: Bloomberg G7 countries are now borrowing at rates that were enjoyed by EM in the early 2020s For contributing subscribers only. Subscribe Trade between China and Russia has grown in recent years For contributing subscribers only. Subscribe Big effects of bad data A decade ago nearly nine in ten Americans, when approached, agreed to fill out the Current Population Survey, which is administered to about 60,000 households each month and asks about, among other things, employment. Fewer than seven in ten do so now (see chart 1). For the Consumer Expenditure Survey, which tries to capture 3,700 households monthly, the response rate is down from 68% to 40%. … When the information becomes less reliable, investment decisions get more difficult to make. Some may be delayed, creating a potential drag on the economy. A new working paper by Nicholas Bloom of Stanford University, Erica Groshen, former head of the Bureau of Labour Statistics (BLS) now at Cornell University, and Duncan Hobbs and Michael Strain of the American Enterprise Institute, a think-tank, hazards an estimate. Preserving trust in “the integrity and quality of official statistics”, the authors claim, generates economic benefits of about $25 for every $1 spent on the BLS, the agency with an annual budget of $700m that is responsible for many of these data. To arrive at their conclusion the quartet analysed an ignoble episode in the BLS’s recent history. On August 1st 2025 Donald Trump sacked Erika McEntarfer, appointed as the agency’s commissioner by his predecessor, Joe Biden. The president alleged, without evidence, that the BLS’s steep downward revision to recent jobs numbers had been “RIGGED in order to make the Republicans, and ME, look bad”. In fact, it was the wanton dismissal that looked bad in the eyes of many observers. In the following seven days there was a 50% leap, relative to the week before, in the average value of the index of Economic Policy Uncertainty (EPU), which tracks the number of articles mentioning such uncertainty that are published daily in American newspapers. This was a discernible jump even when compared to the chaos caused by Mr Trump’s trade war in April 2025 and his real one in Iran in the past two months (see chart 2). Based on Mr Bloom’s earlier study with other colleagues of the EPU’s impact on business investment, industrial production and employment, the authors estimate that the jump reduced American GDP by over $100bn (0.3%) and non-farm payrolls by 168,000 (0.1%). Source: The Economist Immigration and thermostatic politics (Sarah O’Connor in the FT) A strange thing happened a year and a half ago. No sooner had Americans elected Donald Trump as president on an explicitly anti-immigration platform than US public opinion began to swing much more favourably towards immigration. … to political scientists who study “thermostatic” politics, this development is no surprise at all. Public opinion often moves against the prevailing party, especially if they are perceived to have gone “too far” in one direction. The phenomenon was first explored in the 1990s with reference to fiscal policy, but in recent years it has been particularly evident in the realm of immigration policy. While these swings in opinion polls can make it seem as if people don’t know their own minds, they can be a useful democratic check on governments by sending bright flashing warning lights when policies stray too far from the public’s comfort zone. The problem comes when politicians misinterpret those signals. When people tell pollsters they want less immigration, or think it is bad for the country overall (or the converse), they are often expressing an opinion about how things appear to be going in that moment relative to their preferences, rather than a deep shift in their underlying views. According to Alexander Kustov, a political scientist, most Americans’ views are quite stable and moderate: they support immigration that is controlled and in the national interest, and oppose flows that are disorderly or under-enforced. In the US, he argues the Trump administration over-interpreted dissatisfaction with high immigration under Joe Biden, and implemented policies that went too far for many voters. “People don’t necessarily change their idea about their ideal immigration policy, but they can react to what the government is currently doing,” he told me. “A lot of people are not happy with what the Trump administration are doing — right now we’re not talking about border enforcement, we’re talking about people not just getting harassed, but killed.” But similarly, he added, pro-immigration advocates would be making a mistake to interpret the recent, more favourable swing towards immigration as a deep-seated ideological shift in attitudes. The recent history of UK immigration policy offers another cautionary tale. After the 2016 Brexit referendum, public concern about immigration fell. This was partly because net migration statistics declined, but also because people felt a sense of catharsis and control, says Sunder Katwala, director of British Future, a think-tank. By 2019, the public ranked immigration as only the ninth biggest issue of concern, according to Ipsos polling. But when the Conservative government liberalised visa routes for students and care workers between 2019 and 2022, that helped net migration to surge. And so, too, did public concern. Today’s Labour government has implemented another sharply restrictive turn in immigration policy. As Kustov and researcher Caitlyn Yates argue, thermostatic public opinion should be a useful check on politicians. Instead it seems to have helped to magnify the pendulum swing in the UK. The government over-interprets and overreacts to a change in public opinion, which reacts in turn, prompting a sudden swing the other way. Source: Financial Times HEY READERS, THANK YOU for opening the Chartbook email. I hope it brightens your day. I enjoy putting out the newsletter, but tbh, what keeps this flow going is the generosity of those readers who clicked the subscription button. If you are persuaded to click, please consider the annual subscription of $50. It is both better value for you and a much better deal for me, as it involves only one credit card charge. Why feed the payments companies if we don’t have to. Subscribe Anna Airy, Shop for Machining 15-Inch Shells: Singer Manufacturing Company, Clydebank, Glasgow, 1918 Racing for a vaccine … we have been here before! The deadly Ebola outbreak in two African countries driven by a virus species with no vaccine has triggered an urgent search for a potential jab, in a test of troubled global efforts to avert threats posed by emerging diseases. A World Health Organization advisory group is due to would meet on Tuesday to recommend candidate jabs to prioritise for clinical trials, the global health body said. It will assess data including an analysis by the Coalition for Epidemic Preparedness Innovations (Cepi), which was set up after failures in the international response to a previous Ebola crisis. The latest Ebola outbreak in Democratic Republic of Congo and Uganda has infected hundreds of people and killed more than 80, health authorities say. Cepi’s reaction will be a crucial indicator of its progress towards its wider goal of producing vaccines for pandemic threats in just 100 days, despite steep cuts to international health funding. “If there was ever a time that we could show the world why Cepi is needed and show the world why the 100-day mission is needed, it’s now,” Nicole Lurie, the organisation’s executive director for preparedness and response, told the FT. “We’re happy to accept that responsibility, but obviously we need help from partners — particularly financial help in the long run.” DR Congo and Uganda would make the final decision on whether to press ahead with any vaccine candidates endorsed for clinical trials by the WHO experts, the global health body said. “Other ethical and community acceptability issues will be considered,” said the WHO, which declared the latest outbreak a public health emergency of international concern on Sunday. “This will be important to make sure that the trial, if it happens, will be adequately communicated to the population.” Lurie said Cepi had provided information from a survey of research teams and companies working on drugs that might be effective against the Bundibugyo virus behind the outbreak. The organisation hoped soon to announce partners in the quest for a jab, she added, although she declined to give a timescale for when one might be developed. Cepi’s Nicole Laurie said global health bodies were ‘getting some live-fire drills’ with hantavirus and the latest Ebola outbreak. The hunt for a vaccine should be helped by scientific advances including the use of artificial intelligence to find drugs active against viruses, Lurie said. Existing jabs against the Zaire Ebola virus responsible for many previous outbreaks might provide a basis for tackling the Bundibugyo species, she added. “We’ll see how far and how fast we can get,” Lurie said, adding that Cepi had done preliminary work recently on a possible jab for the rat-borne hantavirus responsible for a recent fatal outbreak on a cruise ship. “Both with hantavirus and now with Ebola, [we] are getting some live-fire drills.” Source: Michael Peel in the Financial Times Dad-chat is coming for dad-books. (By Pamela Paul and Jeffrey A. Trachtenberg in the WSJ) They were the go-to gifts for Father’s Day: a book about some little-known chapter of World War II, the sweeping narrative of a shipwreck, perhaps the latest presidential biography. These days, dad books are a dying breed. Nonfiction book sales have been in decline for the past four years, and are now the most challenged segment of the print book market. Publishers say certain types of books still fare well—including celebrity memoirs and religious titles. But in recent years, print sales in such categories as biography, current affairs and business and economics—what publishers refer to as “serious nonfiction” and which tend to resonate especially with men—have fallen considerably. Sales of nonfiction print titles were down nearly 8% through May 9 this year, and sales of books about politics and current affairs were down 19%, according to book tracker Circana BookScan. Publishing has long been subject to cyclical changes, with trends in format and genre taking over bookshelves in grand sweeps. (Remember the adult coloring-book craze? Or the stratospheric rise of romantasy?) But many in publishing believe the decline in serious nonfiction is more existential. “The trend couldn’t be clearer,” said Jonathan Karp, the former chief executive of Simon & Schuster and publisher of the new Simon Six imprint. “This is a sea change and people should wake up and realize we’re living in a new world.” One culprit for the shift: a new media diet for fans of more serious nonfiction. … Sixty-two percent of men and 54% of women consumed a podcast in the prior month, according to a recent survey by Edison Research at SSRS, up from 46% and 39%, respectively, in 2023. “When we have internal meetings to talk about this problem, it always comes around to podcasts,” said Jonathan Burnham, president and publisher of the Harper Group at HarperCollins Publishers. “The man who wants to read American history is now tuning into one of the many good podcasts about history that lends the quiet attention to a serious subject he’s looking for. It makes the idea of sitting down with a 700-page Ron Chernow book less appealing. You’ve scratched that itch.” Source: Wall Street Journal Remarkable report by Novara from the nationalist rally in London in mid May. Anna Airy, Leopard Moth and Plums, 1915 If you’ve scrolled this far, you know you want to click: Subscribe
Prayers push politics aside for Hawaii family members
Prayers poured in for the family of Tulsi Gabbard on Friday after the former Hawaii political office holder announced her resignation as director of national intelligence in Washington, D.C., to support her husband battling bone cancer.
Read Tulsi Gabbard's full resignation letter as director of national intelligence
During her 15 months as chief of America’s spy agencies, Gabbard faced scrutiny over her conduct and the handling of U.S. intelligence.
Tulsi Gabbard Resigns as Trump’s Intelligence Chief
In her resignation letter, Gabbard says she is leaving her post as director of National Intelligence following her husband’s cancer diagnosis.
Tulsi Gabbard resigns as director of national intelligence, citing her husband’s health
Tulsi Gabbard has resigned as President Donald Trump’s director of national intelligence, saying she needed to step away as her husband battles cancer.
Tulsi Gabbard resigns as director of national intelligence, citing her husband’s health
WASHINGTON — Tulsi Gabbard resigned as President Donald Trump’s director of national intelligence on Friday, saying she needed to step away as her husband battles cancer. She is the fourth Cabinet official to depart during Trump’s second term. “Unfortunately, I must submit my resignation, effective June 30, 2026,” Gabbard wrote
Tulsi Gabbard resigns as director of national intelligence, citing her husband’s health
Tulsi Gabbard resigned as President Donald Trump’s director of national intelligence on Friday, saying she needed to step away as her husband battles cancer.
Tulsi Gabbard resigns as Trump’s national intelligence director
Tulsi Gabbard is resigning as President Donald Trump’s national intelligence director, citing her husband's health.
Tulsi Gabbard resigns as director of national intelligence, citing her husband's health
Tulsi Gabbard resigned as President Donald Trump's director of national intelligence on Friday, saying she needed to step away as her husband battles cancer. In her resignation letter, which she post...
Tulsi Gabbard is resigning as Director of National Intelligence
Director of National Intelligence Tulsi Gabbard is resigning, according to two people familiar with the matter.
Tulsi Gabbard resigns as director of national intelligence, citing husband’s health
She is the latest Trump Cabinet member to depart the administration, after Kristi Noem was fired as DHS secretary in early March.
Exclusive | U.S. Warns of Growing Russian and Chinese Spying in Cuba
The new findings on signals-intelligence facilities are being used to bolster the case for the Trump administration’s pressure campaign against Havana.
EXCLUSIVE: Tulsi Gabbard resigns from Trump Cabinet
Tulsi Gabbard notified President Trump she is resigning as DNI, citing her husband Abraham's diagnosis with an extremely rare form of bone cancer.
Meet Dilhani Marasinghe: UTC data analytics professor preparing students for the future of business - Gary W. Rollins College of Business
Dr. Dilhani Marasinghe helps students succeed in the world of data analytics, artificial intelligence and business intelligence.
UNT launches new Bachelor of Science in AI
The University of North Texas is launching a new Bachelor of Science in Artificial Intelligence, preparing students for careers in machine learning, AI systems and emerging technologies.
Medication intelligence is the backbone of scalable health tech
To support AI readiness in healthcare, digital health tech needs a medication intelligence layer that provides trusted content and structured outputs.
Local business leaders grapple with the utility of AI
In Silicon Valley, the epicenter of artificial intelligence, local businesses’ usage of the technology varies widely. One business leader who uses AI heavily says it has saved her ten hours of work week while other business owners said it's not as relevant to work in the physical world.
Did a bot deny your claim? NC lawmakers want to regulate AI in health insurance
North Carolina lawmakers want to limit how artificial intelligence is used in health insurance decisions, citing fears over “upcoding” and algorithm-driven denials.
Trump's health department is expanding the use of AI in the hunt for fraud
The Department of Health and Human Services is boosting its use of artificial intelligence to monitor audits from federal grant recipients.
Netflix Co-Founder Reed Hastings Says Entertainment Will Be 'Least Affected' As AI Fears Rise — 'We Like Human Conflict'
Artificial intelligence may be coming for many industries, but Netflix (NASDAQ:NFLX) co-founder and Executive Chair Reed Hastings sees entertainment differently. The industry could be more resistant t...
AI & Science: What Is the Future of Discovery?
Continued progress in artificial intelligence, its expanding usefulness in science, and its contributions to landmark advances suggest that we may have entered a new era of AI for science.The breakthroughs so far—such as predicting the structure of practically every known protein, with profound implications for our understanding of biology, health, and the treatment of disease—are notable not only for what was achieved but also how it was achieved and what that suggests for scientific progress. This special double issue of Dædalus poses the question: What is the future of scientific discovery in this new age of AI? Thirty-three scientists responded. Bringing perspectives from life sciences and medicine, cognitive science and neuroscience, the physical and earth sciences, chemistry and materials science, computer science, mathematics and the social sciences—they draw on their work at the frontier of AI and science. The authors write with an eye to the future, not just the present. They explore what is being achieved and what possibilities lie ahead; examine AI’s limitations and efforts to move forward; and investigate the larger implications of AI-assisted science—on how science is done, the role of the scientist, and the scientific method, as well as the challenges and complexities involved.The authors together exemplify a long-standing bidirectional relationship: AI advancing science, while science advances AI. Where that relationship will take us—a golden age of discovery? New scientist-machine collaborations? Autonomous labs? Discoveries without human understanding?—is a future we are only beginning to imagine, and one we must also shape if the beneficial possibilities are to be realized.Image: UMAP sculptures visualizing three Dædalus volumes on artificial intelligence. © 2026 by Refik Anadol.
Bone is a wonder material. Scientists are defying physics to mimic it for longer-lasting hip replacements
New materials designed by artificial intelligence promise to provide stronger hip replacements and improve how fractures heal.
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.
It Feels Like Google Is Downplaying Smart Glasses With a Screen in Them
Probably for the best if it's trying to avoid comparisons to Google Glass.
Lawmakers, health leaders make bipartisan push to expand clinical trials access
A House Democrat and Republican on Wednesday highlighted their push to expand access to clinical trials, saying artificial intelligence could be one tool used to reach more underrepresented communi…
Brook T. Smith Launchpad hosts third annual Business of AI Symposium in downtown Clemson
The event connected University-affiliated founders, executives and investors to examine how artificial intelligence is shaping entrepreneurship and venture growth. The business of AI event hosted by Clemson University's Brook T. Smith Launchpad connected University-affiliated founders, executives and investors to examine how artificial intelligence is shaping entrepreneurship and venture growth.
Google expands AI push at I/O with enterprise-focused Gemini upgrades and smarter search tools
Alphabet Inc. ’s Google (NASDAQ:GOOG) on Tuesday introduced a range of new artificial intelligence tools at its annual I/O developer conference, including AI agents integrated directly into Search and a faster, lower-cost Gemini model aimed at enterprise customers.
Outscraper Sees Continued Growth in Use of Its Google Maps Scraper for Business Intelligence Needs
Outscraper has announced increased adoption of its Google Maps Scraper as more agencies, marketers, and researchers use automated tools to collect publicly available business data from Google Maps. Outscraper Sees Continued Growth in Use of Its Google Maps Scraper for Business Intelligence Needs Outscraper has announced increased adoption of its Google Maps Scraper as more agencies, marketers, and researchers use automated tools to collect publicly available business data from Google Maps. Ancho
Future-proof: Why demand for data science is on the rise
As companies gather mountains of information, they need business intelligence analysts working alongside AI to make sense of it all.
Google Announces Wear OS 7
The OS update integrates Gemini Intelligence and adds a new widget system.
Does emotional intelligence stop us from being rude? Here's what the science says
We often assume that how we respond to a rude comment says something stable about us: our personality, our culture, even the language we are speaking. If someone reacts calmly, we presume they are a patient ...
Google Revamps YouTube, Docs With Artificial Intelligence Tools
Alphabet Inc.’s Google said users will be able to ask questions of YouTube, its video product, and create Google Docs using their voices — part of a plan to improve its products with artificial intelligence.
A key science publishing platform is cracking down on AI slop
The pre-print website arXiv has announced that researchers who put their names to papers which included errors clearly generated by artificial intelligence (AI) will face a year-long ban and ongoing restrictions.
25. Lila Sciences
Lila Sciences, a "superintelligence platform" with a focus on scientific advances, ranks No. 25 on CNBC’s 2026 Disruptor 50 list.
The 'unintended consequences' of using AI in health insurance coverage decisions
Jude Odu, a health technology expert and former United Healthcare employee, discusses the dangers of outsourcing medical claims decisions to artificial intelligence.
EXCLUSIVE: German intelligence warns Iran could expand terror operations in Europe after war
Officials warn of rise in Europe-based regime supporters travelling to Iran
Google to Create AI Cloud Business With Blackstone, WSJ Says
Alphabet Inc.’s Google is set to create an artificial intelligence cloud business with Blackstone Inc., aiming to compete with companies like CoreWeave Inc. in a burgeoning market, according to people familiar with the matter.
How network intelligence helps businesses build digital resilience
Network intelligence can help organizations become more agile and secure, boosting their digital resilience in the future.
Sen. Dave McCormick asks Pennsylvania to embrace AI during Harrisburg luncheon
HARRISBURG — U.S. Sen. Dave McCormick wants Pennsylvania at the forefront of the artificial intelligence boom happening across the United States.
Apple Readies AI Writing Help, App Shortcuts and Wallpapers for iOS 27
Apple Inc. is preparing a wave of artificial intelligence features for its next iPhone and iPad operating systems, including a grammar checker and new shortcut options, part of an effort to narrow the gap with capabilities available on rival devices.
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.
23 student researchers receive 2026 NSF fellowships
The National Science Foundation awarded work in STEM-related fields such as artificial intelligence, biomedical engineering and marine ecology.
Opinion | Southern Poverty Law Center charges stink of politics
The organization has historically paid inside informers for intelligence that it shared with the government, and that's never been seen as a crime.
Your current Galaxy phone may not support Gemini Intelligence
Gemini Intelligence's high hardware requirements make most Galaxy devices incompatible with the advanced AI feature.
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.
Mission admission: AI, data science courses surge across Gujarat campuses
Vadodara: Artificial intelligence (AI), data science and emerging technology programmes are witnessing a major push across Gujarat, with universities rapidly introducing specialised courses to tap growing student demand and industry requirements.
Is Android still an operating system? Google says no, but here's why that's a stretch
The "intelligence system" rebrand is bold marketing, even if Android hasn't actually changed that much.
People overestimate how confident AI systems are in their responses, experiments reveal
Artificial intelligence (AI) systems, particularly conversational agents such as ChatGPT or Gemini, are now used daily by a growing number of people worldwide. While many users trust the answers of AI ...
BBB urges online shoppers to double-check companies found in AI searches
Artificial intelligence is changing how consumers shop online, and the Better Business Bureau is urging people to take extra steps to verify businesses before m
WIU to add two new emphases to M.S. degree in computer science
University officials noted that prospective students frequently inquire about specialized study options in artificial intelligence and cybersecurity. The newly approved
As electric bills rise, some states are focusing on the growing profits of utilities
The artificial intelligence boom is leading to fights in some states over growing utility profits.
As electric bills rise, some states are focusing on the growing profits of utilities
The artificial intelligence boom is leading to fights in some states over growing utility profits.
Google’s new Gemini Intelligence will only be available on a handful of the best current Android flagships for now
The advanced AI-powered feature seems to have some crazy high requirements, both hardware and arbitrary ones. A few days ago, Google announced Gemini...
OpenAI Bought Company That Offered A.I. Tools for Cloning Voices
The acquisition, Weights.gg, was a sort of social network for creating and sharing artificial intelligence algorithms.
Gemini Intelligence requirements mean most Android phones are going to miss out
Gemini Intelligence's requirements are higher than you might realize.
Andon Labs Handed an AI a Café and Business Boomed
Andon Labs signed a café lease in Stockholm, handed it to an artificial intelligence (AI) agent and told it to run it. Two weeks later, the café had
UnitedHealth’s AI push now includes employee tracking
UnitedHealth Group is pushing deeper into artificial intelligence—and tracking whether some employees are actually using it, Bloomberg writes. The health care giant is monitoring AI engagement among some Optum workers, including whether they make at least one daily query using tools such as ChatGPT or Microsoft Copilot. The effort is part of a broader companywide […]
Gemini Intelligence has high Android spec requirements, likely won’t support Pixel 9 or Galaxy Z Fold 7
Google’s new Gemini Intelligence push was announced this week and it has pretty steep requirements for Android devices to support...
How one rural health system is designing targeted AI pilots to ease care delivery pressures
Berkshire Health Systems CIO William Young says artificial intelligence must do more than impress people with new features. It has to save time, cut waste, and help a rural health system survive mounting financial and operational strain.
New Report Highlights AI's Growth Role » CBIA
Artificial intelligence is quickly becoming a core tool for business growth, productivity, and competitiveness.
Future of Sports Analytics: Building Trust and Intelligence with SūmerSports and Cisco
Cisco and SūmerSports demonstrate how on-premise AI infrastructure gives sports organizations the security and trust they need to turn proprietary data into a real competitive edge.
U.S. and Cuban officials: CIA director met with Raul Castro's grandson in Havana
Ratcliffe also met with Interior Minister Lázaro Álvarez Casas and the head of Cuban intelligence services
Trials, Traitors and $16.5 Billion Extra Cash: AI Reshapes Wealth, Politics and Budgets in California
The artificial intelligence boom is minting fortunes, shifting political careers and helping balance state budgets.
Legislative wrap-up: Lawmakers pass 120 bills in 2026 session
The 2026 legislative session wrapped with lawmakers approving roughly 120 bills, though how many will ultimately be signed by Gov. Jared Polis remains uncertain. Beyond high‑profile debates over artificial intelligence policy and the state budget, legislators advanced major measures on health care, education, immigration, and public safety. Here is an overview of some of the […]
South Korea’s Antitrust Agency Raids Petrochemical Firms in Price-Fixing Probe
South Korea’s competition regulator has begun on-site inspections at four of the country’s leading petrochemical companies as part of an investigation
Anthropic, Gates Foundation launch $200 million partnership for AI in health, education
Anthropic and the Gates Foundation have pledged $200 million to back artificial intelligence-related public goods and areas including health and education, they said on Thursday.
Anthropic, Gates Foundation launch $200 million partnership for AI in health, education
SAN FRANCISCO, May 14 (Reuters) - Anthropic and the Gates Foundation have pledged $200 million to back artificial intelligence-related public goods and areas including health and education, they said on Thursday. Support from Anthropic's technical staff and usage credits for its Claude AI will account for its half of the financial commitment, while the Bill Gates co-founded Gates Foundation will provide grant funding, program design and expertise, officials told Reuters.
Salesforce, Echo Health Ventures back Optura's $17.5M series A to track AI performance
Healthcare organizations are rapidly adopting artificial intelligence technologies but without a clear blueprint for how to measure the business value of these investments. | Optura claims that more than $2 billion in AI initiatives currently run on its platform, with $120 million in tracked value at a 700% return on AI investment on in-flight initiatives.
What Trump says vs. what the intelligence says on Iran
One of the Trump administration’s key talking points on the Iran war is that the Islamic Republic’s missile and military capabilities were devastated in US-Israeli bombing campaigns before the ceasefire began in April.
Rowan awards first doctorate in data science
Rowan University awards its first data science Ph.D., marking growth in its doctoral program and advancing research in explainable artificial intelligence.
AI’s rapid growth spurs regulatory reaction in Colorado
The 2026 legislative session was marked by a major push to regulate artificial intelligence, a technology advancing at breakneck speed. Colorado is at the forefront of AI policy, becoming the first state to pursue regulation on “algorithmic discrimination” by passing a law in 2024. Supporters have lauded the legislation, saying it’s necessary to put guardrails […]
AI’s rapid growth spurs major legislative action in Colorado
The 2026 legislative session was marked by lawmakers’ push to establish guardrails on artificial intelligence, a technology advancing at breakneck speed. Colorado has remained at the forefront of AI policy, becoming the first state to pursue comprehensive regulation with Senate Bill 205 in 2024. On the other hand, U.S. Rep. Brittany Pettersen told Colorado Politics […]
AIM-HI virtual showcase highlights AI, algorithm innovation in health care
Augmented Intelligence in Medicine and Health Care Initiative (AIM-HI) provides preview of work being carried out by grantees.
Class of 2026: Data Science Student Ready to Support Small Businesses and Underserved Communities Through Cybersecurity and AI
By Kelsey Kendall For Makendra Crosby (B.S. ’24), data science and cybersecurity are not just about numbers and computers, they are about people. As she prepares to graduate with her master’s in data science and analytics with a concentration in artificial intelligence and machine learning, she is focused on using her skills to serve others and make technology more accessible.
‘Gemini Intelligence’ reportedly launching with Galaxy Z Fold 8, Flip 8
Google’s “Gemini Intelligence” updates for Android might arrive on Samsung’s new Galaxy Z Fold 8 and other foldables first, a...
Demi Moore on AI in Entertainment: ‘Really Isn’t Anything To Fear’
The debate over artificial intelligence in Hollywood is not slowing down anytime soon, and Demi Moore is now adding her voice to the conversation. Speaking during the opening days of the 2026 Cannes F...
Meta to launch 'Incognito Chat' for private AI conversations on WhatsApp
Meta Platforms is rolling out a new "Incognito Chat" feature for its artificial intelligence assistant on WhatsApp messaging service, the company said on Wednesday, as it looks to address data privacy concerns.
Jack Ma-Backed Ant’s Profit Fell 79% on AI, Health Care Costs
Ant Group Co.’s quarterly profit continued to decline after the company increased investment in artificial intelligence technology for its health care, large language model and payment services.
AI Life Science Firm Metis TechBio Set for HK Debut After IPO
Metis TechBio Co, a biotechnology company using artificial intelligence to deliver and formulate drugs, is set to begin trading in Hong Kong after raising HK$2.1 billion ($270 million) in an initial public offering.
The Rise of Sports Intelligence: How the Lakehouse Turns Tracking Data into Competitive Advantage
See how the Databricks Sports team has used the data intelligence platform to win more games and improve fan experience across sports.
Amex adds first-of-its-kind AI benefit: $300 ChatGPT credit for Business Platinum and Business Gold Cards
The $300 ChatGPT credit comes with no annual fee change or card benefit adjustments, making it a great addition to your Amex Business Gold or Business Platinum.
Google Previews Android 17 With 'Gemini Intelligence' a Month Before Apple's iOS 27 Reveal
Google today previewed Android 17, the next version of Android that it is bringing to smartphones and other devices. Android 17 includes multiple new AI features, and it comes about a month ahead of when Apple plans to unveil iOS 27 with new AI capabilities. Google is now calling the AI features on Android "Gemini Intelligence," branding similar to Apple Intelligence.
Google Unveils New Android AI Features Ahead of Apple’s Siri Revamp
Alphabet Inc.’s Google announced a slew of upcoming features for its Android 17 operating system, showcasing its progress in artificial intelligence weeks before Apple Inc. is set to announce major upgrades to its own iOS platform and AI offerings.
The Top New Features in Google’s Android 17—and Gemini Intelligence—Coming This Summer
You’ll soon be able to generate your own widgets or ask Gemini to finish a booking in Chrome on Android.
Everything announced at The Android Show: Gemini Intelligence, Googlebooks, and more
Google is making all its Android announcements a week before I/O 2026. At The Android Show, we got four sets of announcements.
AI chatbot shows promise in combating health misinformation
Can AI help people resist misinformation? Initial research findings suggest that artificial intelligence-driven conversations can strengthen people's resilience to health misinformation, outperforming ...
New Software: Introducing Rivian Assistant and Rivian Unified Intelligence
Unlike basic voice command tools found in phone-mirroring systems, Rivian Assistant is built directly into your vehicle’s hardware and software, providing the unique power to talk to every aspect of the vehicle and get things done for you.
How AI Is Reshaping Entrepreneurship for Gen Z and Small Business Owners
Artificial Intelligence (AI) is transforming entrepreneurship by lowering barriers like cost, connections, and expertise. As a result, 77% of founders say it’s now accessible to start and grow a business regardless of background. Gen Z is driving this shift, with 73% managing multiple income streams and using AI to start and grow businesses. The result is a rise in flexible “portfolio careers,” where networks, personal branding, and digital tools are key to success. Key findings from LinkedIn’s research: 77% of founders say entrepreneurship is accessible regardless of background 73% of Gen Z entrepreneurs have multiple income streams 69% of founders say entrepreneurship is more achievable than ever 75% of entrepreneurs say networks are critical to success 68% of Gen Z entrepreneurs say AI is important to their business How are Gen Z entrepreneurs reshaping business? New research from LinkedIn shows how the use of AI, shifting career priorities, and evolving definitions of success are reshaping how businesses are started and grown. Gen Z is leading a shift toward more flexible ways of working, with nearly three-quarters (73%) of Gen Z entrepreneurs reporting multiple income streams, compared to 56% of Gen X. This highlights growth in “portfolio careers” designed to build resilience and create greater control over work and income. How is AI making entrepreneurship more accessible? AI and digital tools are making entrepreneurship more accessible, lowering traditional barriers such as cost, connections, and expertise. More than three-quarters (77%) of founders say entrepreneurship is accessible regardless of background, while 69% say it is more achievable today than ever before. Younger entrepreneurs are driving this change, with more than two-thirds (68%) of Gen Z entrepreneurs reporting that AI and digital tools are important to their business, more than twice the rate of Baby Boomers (27%). Nearly one in five (18%) Gen Z entrepreneurs say AI made starting their business feel possible. AI is also helping small business owners compete for talent: 57% of US entrepreneurs say that AI can help them compete with larger companies to find and attract better candidates. Related: The AI Edge for Entrepreneurs
Transforming artificial intelligence into artificial wisdom
Nature Mental Health - In this Perspective, the authors discuss reframing digital mental health tools by transforming artificial intelligence into artificial wisdom.
Political expert slams Bernie Sanders proposed ‘data center moratorium’ bill under guise of AI safety
Government Accountability Institute executive director Seamus Bruner analyzes Sen. Bernie Sanders’, I-Vt., artificial intelligence criticisms on ‘The Bottom Line.’
Q&A: All about the new Artificial Intelligence in Business Major
Dr. Yasamin Hadavi shares industry insights, what sets the program apart
In Trump administration battle over AI, U.S. spy agencies seek more power
As the White House grapples with cybersecurity threats from artificial intelligence models, intelligence officials want sway in AI policy overseen by Commerce.
Vendor Notebook: Health AI bolstered by collective approaches to quality
New collaborations aim to ensure rural healthcare organizations have access to artificial intelligence to address rate-limiting factors in care delivery while vendors seek advancements in reliability and AI controls.
Google Says Criminal Hackers Used A.I. to Find a Major Software Flaw
The company said that it had identified, for the first time, hackers using artificial intelligence to discover an unknown bug. The attempted attack represents “a taste of what’s to come,” one expert said.