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Conor Sen: This demographic cliff is reshaping universities. Cities are next
An undergraduate enrollment shortfall at Syracuse University is the latest sign that long-forecast demographic pressures are taking their toll on large and well-known institutions, too. Syracuse laid blame on the
Alex McBratney: The boy from Whithorn among the scientific elite
Alex McBratney has come a long way from southern Scotland to become a fellow of the Royal Society.
Alex McBratney: The boy from Whithorn among the scientific elite
Alex McBratney has come a long way from southern Scotland to become a fellow of the Royal Society.
Could Ennis Rakestraw Save the Lions’ Secondary?
Terrion Arnold’s arrest has left a major hole in Detroit’s secondary. Could this finally be Ennis Rakestraw’s chance to prove he belongs?
Trump gets the complete domination he wanted in Louisiana
Rep. Julia Letlow, his preferred candidate, won the GOP runoff for his longtime rival Bill Cassidy’s Senate seat.
Could 'humanmaxxing' actually help you live longer? Here's what experts say
Humanmaxxing is the latest wellness trend focused on maximizing human potential through biohacking, longevity science and advanced medical treatments.
Could 'humanmaxxing' actually help you live longer? Here's what experts say
Humanmaxxing is the latest wellness trend focused on maximizing human potential through biohacking, longevity science and advanced medical treatments.
The Arts and Sciences of Judo: The New Edition Expands the Frontiers of Knowledge
The publication of Volume 6, Number 1 of "The Arts and Sciences of Judo" marks another important milestone in the development of judo research worldwide. As the International Judo Federation's interdisciplinary journal, under the supervision of Professor Sanda Čorak, it has become a recognised platform where science, education and the values of judo come together to deepen our understanding of the many dimensions of our sport. It also forms an integral part of the IJF Academy's mission to promote education, lifelong learning and the dissemination of knowledge throughout the global judo community.
Hurricanes Acquire Rights to John Carlson
It had been a long day. Some teams were using all of their allotted time, even in the later rounds to make their draft decisions. Then came Carolina, and time had expired while the world waited for them to make pick number 192 in the Draft. What happened? Eric Tulsky and company smacked everyone in […]
Hunter Goodman smashes three home runs vs. Twins
Colorado Rockies designated hitter Hunter Goodman hit three long home runs against the Minnesota Twins on Saturday. Goodman crushed two no-doubters — solo shots in the first and third innings — in his first two at-bats against Twins starter Mike Paredes. Then, after grounding out in the fifth, Goodman came up with two runners on base and the Rockies leading 3-2 in the seventh.
Esports means business for new generation of fans
Valhallan, a youth esports training organization, hosted a grand reopening of its second Long Island storefront in Wantagh on Saturday.
Washington Nationals vs Baltimore Orioles Game Thread
Follow along as the Nats look to snap their 4 game losing streak and get back to .500
A Giant Scorpion the Size of a Coffee Table Is Forcing Scientists To Rethink Evolution
Praearcturus gigas was a meter-long Devonian scorpion whose size may reflect a world with few large competitors rather than high oxygen alone.
ABC7 reporter goes viral after declaring she doesn’t want to know anything about Bosnia
An ABC7 Los Angeles reporter has gone viral ahead of the United States’ World Cup round of 32 matchup with Bosnia and Herzegovina next Wednesday in Santa Clara, and not for the right reasons Reporter Abigail Velez, wrapping a live shot from Long Beach following the UMSNT’s group-stage loss to Türkiye, announced proudly that she…
Buffalo Bills Make Decision On Honoring O.J. Simpson
As the franchise transitions to a new stadium, officials confirm the legendary running back’s name will be scrubbed from the Wall of Fame, ending a controversial decades-long tribute.
New hollow-core fiber test pushes internet speeds to 1.2Tb/s
Chinese researchers achieved a new milestone in fiber-optic technology, achieving ultra-fast data transmission over long distances without signal repeaters.
Amazon Prime Day Is Over, but Our Editors Found 131+ Best Deals Still Live
We don’t know how long these discounts will last, so if something catches your eye, add to cart and checkout ASAP.
Scientists finally reveal the shocking truth behind England’s dolphin deaths - Futura-Sciences
A Drastic Decline Along English Shores The dolphin populations along the English coastline have been disappearing at an alarming rate for several decades. Contrary to what many might hope, these aren’t dolphins simply seeking warmer waters elsewhere. The brutal reality is that this is not migration—it’s mass mortality. English researchers...
Israel’s Vance problem is bigger than JD Vance
Vice President JD Vance has become the face of a Washington that no longer treats Israel as the exception to "America First."
Sony is deleting over 550 purchased movies from PS5 users’ digital libraries
PlayStation says a licensing agreement means users will no longer be able to access some purchased videos…
Yellowstone’s supervolcano may be fueled by something unexpected
Scientists have uncovered a new explanation for what powers Yellowstone and other supervolcanoes. Instead of a deep plume rising from near Earth’s core, a broad “mantle wind” may push hot rock beneath Yellowstone, generating magma closer to the surface. This process helps create a massive underground magma network and may explain how supervolcanoes remain active for long periods.
Louisiana Art and Science Museum took guests back in time at its annual Dino Day
BATON ROUGE — The Louisiana Art and Science Museum gave guests an opportunity to experience a time long passed at its annual Dino Day on Saturday.
World Cup: Reijnders and Ake involved in Netherlands victory
Tijjani Reijnders and Nathan Ake eased past Tunisia in a 3-1 victory to top Group F.The two City stars started brightly for their nation and it wouldn’t be long until the early pressure paid off.Fol...
How long will the Bengals’ Super Bowl window stay open?
The Bengals have Super Bowl aspirations this season.
Trump tamped down fights over abortion and marriage. Conservative activists want to bring them back in 2028
Since returning to the White House, Trump has largely sidestepped causes long championed by the conservative faith movement
Former Giannis Role Players Now On Milwaukee Bucks Trading Block
The Milwaukee Bucks are turning the page to a new chapter in their franchise following the trade of Giannis Antetokounmpo to the Milwaukee Bucks. Along with opening a new era, the Bucks are also looking to move on from some of their role players during the team’s Giannis phase. Among them are Kyle Kuzma and […] The post Former Giannis Role Players Now On Milwaukee Bucks Trading Block appeared first on HEAVY.
Nia Long explains why she turned down Prince's advances
The "Michael" actress said that she later met Prince a second time: "He was lovely, but we talked about my hair the whole time."
Nia Long explains why she turned down Prince's advances
Nia Long explained why she once shut down Prince's advances when she was young, and said that she later met the musician again when she'd gained more notoriety in Hollywood.
Meloni and Trump: A very public Italy-US fallout that is proving very hard to fix
Italy's PM was not long ago being called the "Trump whisperer", but their relationship has gone from public attacks to personal insults.
3 flagship Android phones are cheaper now than they were on day one of Prime Day, but not for long
Prime Day is nearly over, but these three flagship Android phone deals have actually improved since the sale started.
Guardians score, lineups vs Seattle Mariners at Progressive FIeld
The short-handed Guardians look to find some offense against the Mariners at Progressive Field. Follow along here for live updates.
We almost had a smartphone in the 90s. Why did it fail?
In the early 90’s, a company called General Magic began working on a portable device that would allow people to check email, make phone calls, even play games. It was basically a smartphone. But it never caught on.On today’s show, a theory about why this device failed. General Magic had generous investors, world-class talent and creative freedom. But is it possible what they needed was constraints?Support:Planet Money+Read: Our book: Planet Money: A Guide to the Economic Forces That Shape Your Life Our weekly longform Planet Money newsletterOur weekly Indicator round-up newsletterFollow: InstagramTikTokYouTubeFacebookThis episode was hosted by Erika Beras and Emma Peaslee. It was produced by Emma Peaslee with help from Sam Yellowhorse Kesler and James Sneed. It was edited by Marianne McCune and fact-checked by Charlotte Isidore. It was engineered by Jimmy Keeley with help from Cena Loffredo. Alex Goldmark is Planet Money’s executive producer.
Tired of long waits? Mochi Health offers virtual care starting at $39
Mochi Health now offers full-service virtual care with unlimited visits, flexible pharmacy options and plans starting as low as $39.
Mel Brooks Is Turning 100! His 1 Tip for Longevity, a Healthy Life
The comedy legend and father of satire celebrates his big 100th birthday on June 28.
Dell shareholders approve legal move from Delaware to Texas
Michael Dell says Texas is where the company has always belonged as shareholders overwhelmingly approve the reincorporation move from Delaware.
Lloyd Kaufman on How Iconic Troma Entertainment 'Birthed' the MCU
Lloyd Kaufman on running the world's longest-running indie studio, MCU influence, 'Crime and Punishment' adaptation 'The Power of Positive Murder'
Netflix now requires every user profile to be tied to unique email address
Update began June 15 and will no longer allow you to share your login info.
Trustees hear Glencoe neighbors who blast possibility of street parking near business district
Facing opposition from residents living adjacent to the Village’s business district, the Glencoe Village Board has adopted the findings of a long-in-development parking study without three areas that multiple residents spoke against during a recent Village Board meeting. In a 5-0 vote, with Trustee Dudley Onderdonk abstaining, the Glencoe Village Board on Thursday, June 18, […]
What your sleep schedule says about your health
From the time you naturally wake up to how long you actually sleep, your schedule holds clues about your heart, hormones, mental health, and longevity
Nintendo’s Summer Sale Is Now Live and Not Only Includes Discounts on Digital Titles, but Also the Switch 2 Upgrade Pack for Breath of the Wild
Nintendo has launched a new Summer Sale until July 8. Save on select digital titles across Nintendo Switch and Switch 2, alongside a Switch 2 upgrade pack for Zelda: Breath of the Wild.
Intel’s chip business shows signs of life after years of struggle
Not long ago, Intel was seen as Silicon Valley’s fallen icon. Now it is showing signs of a turnaround amid the AI boom.
Early Homo sapiens may have lived in rainforests, new clues suggest — and it could overturn our understanding of human evolution
The long-held idea that rainforests held a minor role in our species' evolution is changing — and our ability to adapt to these tropical areas may give insight about 'what it means to be uniquely human.'
Medicare will soon offer some older Oregonians weight loss drugs for $50 a month. Here’s how it works.
Medicare has long excluded coverage of GLP-1s prescribed solely for weight loss.
Texas Democrats meet for convention amid questions about party unity
Democrats see state Rep. James Talarico, D-Austin, as the best opportunity to flip the long-held Republican U.S. Senate seat and want to see how he will win over Black voters.
Why Do Deadly Viruses Spare Mosquitoes? Science Has an Answer
Mosquitoes carry some of the world's deadliest viruses, biting victim after victim for their entire lives without ever getting sick themselves. Scientists have long suspected a biological explanation,...
Medical miracles that changed how we treat disease
We've come a long way since \
Sweden and WHO launch new long-term initiative to transform Ukraine’s health system
WHO and the Swedish International Development Cooperation Agency (Sida) have launched a new multi-year cooperation project to support the long-term recovery and transformation of Ukraine’s health system. The new project, “Ukraine’s Health System Transformation Initiative: Strengthening Health Governance, Health Financing and Service Delivery for Long-Term Recovery”, was launched at the Ukraine Recovery Conference 2026 in Gdansk, Poland on 26 June, and will run from June 2026 to 2029. Sweden will contribute approximately US$ 26 million (240 million Swedish krona) to support this project. This contribution forms part of Sweden’s broader support to Ukraine through the Team Europe approach, which brings together the European Union, its Member States, and key partners such as the European Commission’s Directorate-General for Enlargement and Eastern Neighbourhood and Enabel, and WHO as lead health agency, to support Ukraine’s recovery, reform agenda and European integration.“Ukraine’s health recovery cannot be measured only by what is rebuilt, but by whether people can count on the health system when they need it most. The scale of the task is immense, with health reconstruction and modernization needs estimated at US$ 19.4 billion over the next decade. Sweden’s US$ 26 million contribution to Ukraine’s Health System Transformation Initiative is a timely investment in the institutions, financing and services that will support Ukraine’s long-term recovery and European integration. WHO remains a trusted partner of the Government of Ukraine in advancing this process. I am deeply grateful to Sweden for its consistent support and partnership,” said Dr Hans Henri P. Kluge, WHO Regional Director for Europe. More than 4 years of war have placed unprecedented pressure on Ukraine’s health system, creating 3 interconnected challenges. The first is responding to the immediate consequences of the war and the urgent health needs of the population. The second is recovering and modernizing health services today. The third is continuing reforms and aligning the health system with European standards in the context of Ukraine’s future accession to the European Union. The war has led to large-scale population displacement, an increasing need for trauma care and rehabilitation, and shortages of health workers. High out-of-pocket payments in Ukraine make access to health services more difficult. Around 46% of total health expenditure is paid directly by individuals, placing a significant financial burden on many households and underscoring the need for reforms in health financing. Older people, persons with disabilities, women, children and veterans continue to face the greatest difficulties in accessing health services. “Ukraine is demonstrating that health system transformation can continue even during war. Ukraine is also continuing to align its health system with European norms and standards. WHO is committed to supporting Ukraine on this journey. We provide technical support, help coordinate partners’ efforts and support the institutional changes needed to strengthen the system. We are grateful to Sweden for its support. Through this partnership, we can help Ukraine build a more resilient, accessible and people-centred health system,” said Dr Jarno Habicht, WHO Representative in Ukraine. About the Health System Transformation InitiativeThe new initiative will support Ukraine through 3 interconnected areas: strengthening governance and coordination of health sector reforms through more inclusive coordination platforms and structured policy dialogue; transforming service delivery by reinforcing a primary health care-centred model that integrates family medicine, nursing and midwifery; and improving financial sustainability by supporting reforms that ensure the long-term viability of the national health system and reduce out-of-pocket payments for households. Overall, these reforms are expected to make the health system more coherent and easier to navigate, improve the quality and continuity of care, and ensure more equitable access to services, particularly for those who need them most. They will also support Ukraine’s progress towards a more modern health system aligned with European standards. “We are convinced that long-term recovery is not possible without strong, high-quality, person-centred health services that are accessible to everyone. Our partnership with WHO is designed to support deep and lasting systemic changes. Investments in human capital especially autonomous midwives, whose role for maternal, newborn and adolescent sexual and reproductive health cannot be understated, stronger governance, digital transformation and the financial sustainability of the health system are investments in Ukraine’s future. We are proud to support this process,” said Malin Perhult, the Head of the Ukraine Unit at Sida. Focus throughout implementation will be given to the most vulnerable population groups, including older people, women and children, and persons with disabilities, who have been affected by the war and face greater health-care needs. The initiative will be implemented in close cooperation with the Ministry of Health of Ukraine, the National Health Service of Ukraine, the Public Health Centre of Ukraine, regional authorities and international partners. This project will help Ukraine move towards a system where everyone can access the health care they need. It will strengthen primary care, make the health finance system more stable and predictable, and reduce the out-of-pocket costs that Ukrainians face when using health services. As a result, the Ukrainian health system will become more aligned with European standards and more sustainable in the long run.
ISS repair spacewalk highlights concerns about station health
NASA astronauts on the space station are preparing for a spacewalk to repair a robotic arm as safety advisers raise concerns about its long-term health.
Battlefield 6 is altering its long-range gunplay to feel more like Battlefield 4
In just a few short days, Battlefield 6's combat encounters could potentially play out a lot differently from the way they do today.
Ben Wood, longtime three-dot columnist known as ‘Mr. Show Business,’ dies at 94
Ben Wood, a multifaceted copy editor, food and entertainment writer, and three-dot columnist for the Honolulu Star-Bulletin and Honolulu Star-Advertiser for almost 50 years, died June 19 after several years of declining health. He was 94.
After Supreme Court’s TPS decision, more than a million immigrants face scramble to stay in US
Until Thursday, hundreds of thousands of Haitians were legally living and working in the United States, along with thousands of Syrians. Now, they’re in legal limbo.
These 15+ award-winning gadgets are on sale for Prime Day - but we'd pay full price
Editor-approved tech is still on sale during Amazon's Prime Day sale - but don't wait much longer to shop.
'It's business': 2027 5-star CB on choosing Texas over Texas A&M
2027 5-star CB John Meredith "loves A&M to death" but made a reported business decision in choosing the Texas Longhorns.
Scientists find evidence of vast hidden magma systems inside Mars
Researchers from the University of Oxford have uncovered evidence that Mars once hosted enormous, Earth-like magmatic systems deep beneath its surface—despite the planet lacking the plate tectonics long ...
Trump Mobile will take your $499 right now
The T1 Phone no longer requires a $100 deposit.
Intel’s Chip Business Shows Signs of Life After Years of Struggle
It is the centerpiece of President Trump’s drive to make more chips in the United States, but the company still has a long way to go before it can be called a complete turnaround.
Professor Willow’s Birthday Research
Starts Tuesday, July 21, 2026, at 10:00 AM Local Time Ends Tuesday, July 21, 2026, at 8:00 PM Local Time Wish Professor Willow a very happy birthday with Professor Willow’s assistant Pikachu! This adorable Pikachu makes their Pokémon GO debut as part of the Willow’s Birthday Research event along with GO Snapshots, raids and more […]
Slotkin says Democratic Party needs 'new leadership': 'Old models are no longer working'
Sen Elissa Slotkin calls for new Democratic Party leadership, saying old models no longer work and the party must simplify its message to win back voters.
CRAWFORD | Kenny Klein, beloved longtime Louisville sports information director, dies at 66
Klein's career spanned nearly four decades and helped shape the public face of Cardinals athletics through some of its greatest triumphs and most difficult crises.
Kenny Klein, former longtime Louisville Athletics administrator, dies
Kenny Klein, a former Louisville Athletics administrator of 39 years who worked more than 1,300 straight men's basketball games, has died at age 65.
It's Xbox's turn (again), as console prices keep going up
Microsoft announced a price hike for the Xbox Series consoles today, the third in little over a year. Effective August 1, the Xbox Series S, which launched in 2020 for $300, will cost $500 in the U.S. The Xbox Series X, which launched in 2020 at $500, will go for $800. This follows a round of PlayStation 5 price increases from Sony this spring, and a slow-motion increase for Nintendo’s Switch 2, which will kick in in the U.S. in September. (Mind you, there were also eight video game industry price hikes in six months of 2025). The chart up top shows the sudden ascent of console prices over the past year, a sudden surge in an already unusual hardware generation. Prices had been flat for years, now “up” is the new “flat.” Game console prices used to go down across the length of a console generation, but not this time around. Microsoft’s explanation for the new price hike today: We hoped another price increase would not be necessary, and we have spent the last several months working with suppliers on options. Unfortunately, console storage and memory prices have increased by more than 2.5x and we expect another doubling by the fall of 2027. The entire consumer electronics industry is struggling with the current components crisis, but the effects are particularly hard on consoles. Unlike phones, computers, speakers, and other consumer devices, consoles are typically not sold at a profit, but instead for less than they cost to make. This is an issue well beyond game consoles. Apple announced price hikes on its computers and tablets today as well. Game File is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe Item 2: Brutal Bungie cuts Bungie laid off “most” of its Destiny development team and some developers who worked on Marathon, the newest game from the struggling Sony-owned studio. A WARN notice issued by Sony to Washington State, where Bungie is based, tallied cuts impacting 292 workers, effective next month. That’s strictly for Bungie/Sony jobs in Washington and wouldn’t account for any elsewhere. The video I clipped below shows the redacted list of Bungie cuts filed to Washington State officials. As you’ll see, I had to scroll for a while… In a note emailed to PlayStation workers and published online, PlayStation game studios chief Hermen Hulst offered the following explanation for these latest cuts at Bungie: This is painful news, especially for talented colleagues whose roles have been eliminated. This decision was made only after extensive discussion and careful consideration, and I want to provide some context on how we arrived here. Over the past several months, together with Bungie leadership, we reviewed the studio’s long-term direction, development priorities, resource needs, and role within our broader portfolio strategy. We explored multiple alternatives before concluding that a reduction was necessary to align the studio’s resources with its current priorities and long-term goals. In 2022, Sony bought Bungie for $3.7 billion. The studio’s marquee game, the multiplayer live service shooter Destiny 2 was losing popularity at the time. Its next game Marathon, released earlier this year, has been well-reviewed but had a slow start. Bungie is renowned for making great shooter games, and Destiny fans have mourned the wind-down of Destiny 2. They’ve also expressed bewilderment over reports that Destiny 3 is not, per Bloomberg, immediately in the cards.
Growing sinkhole in Houston's Third Ward raising safety concerns for business owner, neighbor
A growing sinkhole behind a property on Scott Street in Houston’s Third Ward is raising concerns for a longtime business owner and her neighbor.
Yearslong Resident Evil mystery solved: Kyle MacLachlan revealed to be Jill Valentine's 'boyfriend'
Twin Peaks star has ties to STARS
Justices Clash on Whether Race Played a Role in Trump’s Bid to Deport Haitians
The split mirrored one that has long divided Americans: how seriously to take the president’s loose, provocative and sometimes ugly remarks.
Making Our Own Luck
We are cross-posting a piece that former NIH official Kris Willis wrote for Macroscience. Kris is now the President and Founder of the Woodley Park Institute, for which I’m a board member. Picking winners or hedging bets? Federal science agencies have long wrestled with the question of how to ensure their billions of dollars of grants and contracts result in maximum benefits for Americans. On the surface, it might seem that a goal-oriented, interventionist style of management would be the best policy: prioritize our most pressing problems and distribute funding accordingly.This top-down strategy creates a unique hazard, though: bad choices can send resources in the wrong direction, resulting in slow progress that impedes the delivery of tangible benefits to citizens. Moreover, if decision makers pursue an applied advance when the underlying scientific principles remain poorly understood, they risk costly failures and a loss of support for the research enterprise at large. Examples include Nixon’s 1971 War on Cancer, undertaken on the premise that a cure could be achieved in less than a decade, the drive to build an operational commercial fusion plant by the mid-1990s, and the National Plan to Address Alzheimer’s Disease, which failed to produce the effective treatments and prevention strategies promised by 2025. The contrasting laissez-faire approach is to hedge your bets. If the path to an advance is impossible to predict, then the wisest choice might be to distribute funding to as widely as possible. The main risk of this strategy is that spreading funding thinly may limit the resources available to the most promising research, resulting in the same negative outcomes as the interventionist approach: limited support for the most promising topics, slow progress, and delayed returns. In reality, at science agencies like the National Science Foundation and National Institutes of Health, program managers navigate between these two extremes, setting some funds aside to target high-priority areas and using the rest to cover the widest possible range of meritorious proposals. This middle path seems like the most rational way to proceed, but it still requires making choices. How much should be set aside for high priority topics? What should those topics be? How should we define merit? Expert opinion can provide a helpful guide, but leading experts can have remarkably different opinions about what matters and what should be prioritized. Moreover, experts and administrators alike can be risk averse, giving an edge to high-profile, well-established concepts. What’s really needed is a data-driven framework to help guide decision-making, one that doesn’t simply repackage prestige or incumbency. Recognizing breakthroughs years in advance Many breakthroughs fail to attract funding or recognition at the earliest stages of development. Katalin Karikó, for example, spent years struggling to win grants for work on mRNA that would eventually win her and Drew Weissman a Nobel Prize. Similar stories can be told about Jim Allison’s groundbreaking studies leading to the development of cancer immunotherapy, Stan Pruisner’s demonstration that prions can self-replicate without DNA, or Robin Warren and Barry Marshall’s proof that Helicobacter pylori, not stress, causes ulcers. Yet at some point, the scientific community recognizes and responds to transformative breakthroughs like these. How does that change happen? And what if science funders could identify the areas that are on the cusp of a breakthrough? Those questions led my collaborators and me to study how scientists responded to past breakthroughs. Based on patterns in that data, we developed a means of predicting future breakthroughs, using biomedicine as a proof of concept. It’s worth taking a moment to describe how our approach works. Briefly, our prediction process begins by grouping the 18 million or so peer-reviewed papers in PubMed, the authoritative database of biomedical research, into roughly 50,000 unique topics. A small subset of these topics are so widely acclaimed as breakthroughs that they have been recognized with a major prize like a Nobel or a Lasker Award. We theorized that studying the development of these outliers over time, especially before they gained acclaim, was the key to identifying future instances of them. After defining topics, we chose 21 representative breakthroughs and asked what they looked like before they won prestigious prizes. To answer that question, we re-ran our topic-mapping algorithm repeatedly, winding back the clock one year each time, stringing together the years to follow the progress of each field as it grew and advanced. We found that in each case, the years leading up to a discovery followed a pattern: a burst of papers on a new, rapidly evolving topic, many of which quickly became influential. These characteristics—the percent of papers that are new, the percentage of papers that are brought in from other topics, and the influence of each individual paper—can all be measured separately for any given topic. Together, they act as a predictive signal that is detectable an average of five years before a transformative discovery is made, and up to thirty years before the discovery receives a major prize. Scanning the current research landscape for topics that display this signal allows us to predict what work will likely produce a future breakthrough. Each year we analyzed includes four or five signals, a number that appears to have remained constant across a twenty year time frame. In their classic work on the sociology of science, Bruno Latour and Steve Woolgar established that the desire to participate in a major discovery is an important motivator for scientists as they consider whether they should take up (or abandon) a research problem. Although further work is needed, the simplest explanation for our results is that this behavior is widespread enough to detect at scale. A foundational advance, or something like it, draws the attention of scientists and causes them to change the direction of their research. They vote with their feet, staking their own reputation and careers by publishing on and citing the new idea. That upswell of interest is the foundation of our breakthrough signal. What kind of research does our model identify as a breakthrough? After building a model based on the patterns in our 21 preselected breakthroughs, we tested it by identifying all early signals of discovery from 1994 through 1997. Of the 18 signals we found in that time period, 17 can be traced forward in time to a breakthrough. Examples include super-resolution fluorescence microscopy (see the image above), the directed evolution of proteins and enzymes (Chemistry Nobel, 2018), and sequencing the human genome (National Medal of Science, 2008). The discovery of the role of leptin signaling in obesity is a particularly interesting case study. Around 1950, scientists noticed the existence of a type of lab mouse that suffered from a unique inherited form of obesity. When given the freedom to choose their own diet, these mice ate more than normal and preferred food that was high in fat. Researchers had few clues as to why the animals overate; early experiments pointed to the existence of a soluble ob factor found circulating in the bloodstream that regulated appetite, but its identity was unknown. In 1994, Jeffrey Friedman and colleagues identified and sequenced the ob gene, noting that the protein it encoded appeared to fit the profile of a circulating factor. A year later, a trio of high-profile publications demonstrated that ob was a hormone that regulated body weight and fat deposition by regulating appetite. One of these was co-authored by Friedman, who christened it leptin from the ancient Greek word for thin. Using our model, the data from 1996 make it clear this advance would become a breakthrough. Scientists had flocked to study the biology of the new hormone, generating the flurry of new papers and citations required to produce a signal. One of these demonstrated that serum leptin concentrations reflected the amount of adipose tissue in the human body, providing clinical validation of the earlier mouse studies. Before the identification of leptin, scientists were unable to point to a specific molecule that controlled appetite and adiposity, so that it was impossible to rule out non-physiological causes of obesity; its characterization fundamentally changed our concept of weight gain. In 2010, Friedman and fellow pioneer Douglas Coleman were awarded a Lasker for the discovery. Our work also identifies breakthroughs in clinical practice and behavioral and social sciences, even though these areas are less likely to draw the attention of major prize committees. One example that falls into this category is the introduction of endovascular aneurysm repair, a minimally invasive surgical procedure for the treatment of abdominal aortic aneurysm, a leading cause of death among Americans over the age of 65. Relative to the previous standard of care, it reduces in-hospital mortality by almost four-fold. In 2017, Timothy Chuter received the American College of Surgeons’ prestigious Jacobsen Innovation award for his multiple refinements to the technique. Another under-recognized breakthrough identified by our model is the development of standardized survey instruments to assess the quality of life for HIV+ patients. The antiretroviral cocktails introduced in the mid-1990s reduced AIDS mortality, but treatment came with serious side effects. The new evaluations showed that patients whose disease progressed had worse physical functioning than Americans with other chronic diseases, while those who were asymptomatic maintained a health-related quality of life on par with the overall US population. This evidence made it possible for patients and activists to argue that even in the absence of a total cure, and in spite of the side effects, alleviation of symptoms was a worthwhile priority for clinicians. My colleagues and I have failed to identify any significant recognition for the physicians and health policy experts who pioneered this advance, although in 2016, researchers called for the World Health Organization to set targets for good health-related quality of life as part of its framework to end the AIDS pandemic. From forecasting to funding How should science funders use our predictions? Any serious discussion of what we should do with this new capability needs to begin with an understanding of its limitations. We can’t (and shouldn’t) invest all of our resources in the small number of topics predicted to produce breakthroughs. Innovative new fields are born from existing ones; they rarely arise de novo. If funders don’t maintain a diverse portfolio, the breakthroughs of tomorrow will have no antecedents. Think of this as eating the seed corn, or killing the goose that lays the golden egg. There are also multiple goals of funding beyond basic scientific discovery, including translating discoveries into clinical practice, developing new technologies, supporting economic development, and training new scientists. The investments needed to accomplish these goals are likely different from those required to support emerging breakthroughs. Finally, we must be aware that we may not capture every instance of a breakthrough. The concept is fuzzy, and not every significant discovery is recognized with a major award. Further, breakthroughs are rare, meaning that our dataset is, by necessity, small. This makes formal estimates of accuracy challenging. Although our overall success rate appears to be high, any one signal may turn out to be a false positive. We found one apparent example: the development of the third generation COX-2 inhibitors, Vioxx and Celebrex, which were much celebrated in the early 2000s as effective but non-addictive pain relievers, meets all the algorithmic criteria of a breakthrough. Five years after it received FDA approval, researchers demonstrated that Vioxx was associated with serious cardiovascular complications, and the manufacturer voluntarily pulled the drug from the market. Celebrex remains available, although like other NSAIDs, it carries an FDA warning for increased cardiovascular risk. Decision makers who were overly focused on the breakthrough potential of this research might have wasted substantial resources nurturing an area that ultimately proved to be a failure—but so would those who relied on expert opinion at the time. That said, the potential benefits of funding the next mRNA vaccine or cancer immunotherapy years earlier than we might have are large. When we can’t assume the outcome of an action, it’s worth conducting an experiment. Can targeted support for areas that are poised to produce a breakthrough increase the return on scientific investment without cannibalizing future advances? With the necessary administrative infrastructure in place, conducting this experiment would be straightforward. First, identify all the breakthrough signals between 2018 and 2023, select half at random, and commit to a decade of investment. For biomedicine, a six year window should yield about 30 topics with the potential to produce a breakthrough. Providing strong support to half of these might be accomplished for $300 million a year. That’s roughly half of the recent annual budget of the NIH Common Fund or around 20% of the fiscal year 2025 budget for ARPA-H. After five years, then again at ten, compare to see which group — the one that was actively managed, or the control — produced more breakthroughs, and on what timescale. Although we used biomedicine as an example, the same experiment could just as well be run for physics, materials science, or any other discipline. Any attempt to undertake such an experiment should keep three points top of mind. First, we can predict the topic of future breakthroughs, but the people and vision for how to move the work forward are still important. In practice, this means success requires active program managers with the expertise to develop the science and the authority to do so, including by recruiting investigators. Second, we would be wise to learn from the failures of past attempts to fund transformative research. High among these are funding modestly repackaged work, confusing the genuinely novel with the merely unfamiliar, and relying too much on incumbent investigators. All of these risks can be mitigated by thoroughly and intelligently integrating high quality data into portfolio management. Finally, we need to have patience. Even with strong funding support, producing a breakthrough takes time. If supporting breakthroughs is the best way to nurture the birth of new fields, we also need to accurately describe and properly manage the other two stages, so that we invest wisely throughout the productive lifetime of ideas and divest once they reach the point of diminishing returns. We would benefit from more study of all of these phases, especially the transition from one to another. More research could answer questions like: When does a breakthrough become an established field? How do the availability of funding, the size and characteristics of the available workforce, and the accumulation of evidence that disagrees with prevailing models affect a field’s decline? Exactly how do old ideas give birth to new ones, and can we speed up the process? The more we understand about the dynamics of scientific progress, the better we can maximize the odds that our curiosity leads to results. I’d call that finding a way to make our own luck.
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David P. O'Brien
About five years ago, David P. O'Brien had a comfortable position at Marsh & McLennan Cos., where he held the top post at the financial giant's Louisville, Ky., office. Despite the lofty rank, Mr. O'Brien found himself longing to be at a smaller company that had to work a little harder to land business. That desire led him away from Kentucky five years ago and to Cleveland, where he serves as executive vice president at business insurance agency Oswald Cos. "I left Marsh before it was en vogue," he said, referring to layoffs and defections at Marsh over the course of this year that followed accusations of bid rigging at the big firm. Above all, Mr. O'Brien, 38, wanted to work at a company that relied on its inventiveness, rather than its name, for business. He said he has found that at Oswald. "It causes you to be more creative, to be more resourceful," Mr. O'Brien said. For instance, an Oswald client seeking to do business internationally might be directed to the network of offices abroad run by competitors such as Marsh and Aon Risk Services Inc. "We're going to use whatever access into the market that makes the most sense for our clients," he said. Of course, using such a strategy can be dangerous for Oswald if its client decides to further a business relationship with one of the firms Oswald recommended. "That's the obvious question and why it's nontraditional," he said. "I think if we're good, and if we're bringing value to the client, then there's no risk. I'm not threatened by it." Imaginative business solutions of that type made his career move to Oswald from Marsh worthwhile. "It's very much a challenge," he said. "It helps you keep your edge. I'm all for the competition." John Jacunski, currently vice president and corporate controller at York, Pa., paper company PH Gladfelter Co., met Mr. O'Brien four years ago when Mr. Jacunski was at WCI Steel Inc. in Warren. So impressed was he with Mr. O'Brien's work for WCI that Mr. Jacunski has retained the Oswald executive at PH Gladfelter. "He's a young guy for the position he has, but he's done a great job for us," Mr. Jacunski said. Among his roles at Oswald, Mr. O'Brien leads the firm's client retention efforts and also serves as director of its property and casualty group. "You don't have the same human resources," he said of the job jump to Oswald. "You don't have, obviously, the safety net a big company has." But sometimes, it can be difficult to ascertain individual contributions when working at a big company. "I wanted to be able to see the end results of my work and my efforts," Mr. O'Brien said.
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Earlier in June, Europe’s worst fears of technological dependence were confirmed when the White House ordered the AI firm Anthropic to stop non-US citizens using its leading models. This kill-switch moment crystalised anxieties in Brussels that the continent, lagging the US on the creation of leading-edge AI models, is now a technological of vassal of Washington. The shock has specific implications for European scientists and universities. Some governments are now worried that with AI being integrated into labs, Donald Trump now has his finger hovering over an off switch for European science. “Having restrictions on this tool, it can have an impact on our own research,” said France’s research minister, Philippe Baptiste, at the VivaTech conference in Paris on June 18.Baptiste, himself a former academic, said that colleagues in mathematics had recently warned him they were now cut off from leading-edge US models, risking their work. “This model is not available anymore now because of the US restriction, and for the first time this had an impact on mathematics,” a field where large language models (LLMs) are making a significant contribution, said Baptiste. So, should European scientists avoid relying on US models in the future? Or would this be a self-harming overreaction? And how is AI being used in science, anyway? What happened?On June 12, it emerged that Washington, citing cybersecurity concerns, had ordered Anthropic to stop non-US citizens using two models: Claude Mythos 5, and Claude Fable 5, a version of Mythos but with guardrails to prevent abuse. Anthropic said Washington’s concerns were overblown. But forced to follow the order, yet with no way to check who was using the models, the company suddenly shut down access for everyone, US citizens included. There’s still no agreement on how to restore broad access. But last week, Bloomberg reported that select US companies, and the US government, still had access to Mythos despite the ban, but the EU’s cybersecurity agency Enisa had been shut out. Class division of researchersIn the longer term, access outside the US should be restored, said Marcel Salathé, co-director of the AI centre at the Federal Polytechnic School of Lausanne (EPFL), because a permanent restriction would be financially ruinous to US AI firms. “Even Trump will eventually budge to economic pressure,” he said.However, US AI firms might end up operating rather like banks, doing due diligence on users of their leading-edge AI models, he went on.European scientists are unlikely to fall foul of such checks, he said. But having a Chinese postgraduate in their lab, or doing a type of research the US disapproved of, could potentially result in access being denied. “It will create a sort of class division of researchers,” he said. More than frontier modelsHowever, successfully deploying AI in science is about far more than just having access to leading LLMs such as Mythos.Instead, many science-specific tools, most famously Alphafold, which predicts protein folding structures, require “far less” computing power to train than frontier models, well within the capabilities of European supercomputers, according to a recent analysis by the Arq Foundation, a Brussel-based AI think tank. Instead, tools such as Alphafold are possible because certain fields, like protein folding, weather prediction or astronomy, have large, clean, standardised datasets that can be used to train predictive models. Rather than compute, “data is the central constraint for AI for science,” the report says. For example, a less powerful physics model trained on CERN’s data “will be more valuable than the best model without certain data,” said Bengüsu Özcan, author of the report. European advantage?Europe could therefore steal a march by using its scientific data and infrastructure to create models US digital giants cannot. “They might actually match or go even beyond what these big [US] companies are doing,” said Özcan.Indeed, some European start-ups hope to create automated testing labs to create the kind of standardised data that could speed up the discovery of new materials. Materials scientists say there’s currently too little data to train models. AI scientistsHowever, even if the bottleneck for AI in science is often data, rather than compute, being at the mercy of the US for LLM access could still become a problem for European scientists. A new class of “AI scientists” based on leading LLMs is also emerging, Özcan’s report says.Unlike domain-specific tools like Alphafold, these try to automate day-to-day scientific work, by providing an overarching tool that coordinates specific models to synthesise existing literature, generate hypotheses or run analysis of data. The problem for Europe, however, is that these tools are sometimes based on US leading models. Google Deepmind’s AI Co-Scientist, for example, is built on Google’s Gemini LLM. Systematic failureThese scientific automation tools are still in their early stages, and still exhibit “systematic failures on scientific tasks,” Özcan’s report says. One of the problems is that the messy, day-to-day process of scientific discovery is largely not documented, meaning LLMs don’t have a good source of data to learn how scientists actually work. Meanwhile, some tasks, such as literature synthesis, don’t typically require access to leading edge models.However, the performance of AI scientific assistants could improve as companies such as Google pour resources into developing them. Rely on US“Unfortunately, for scientific assistants, there is not much we can do right now except rely on US frontier AI,” said Antoine Bosselut, a natural language processing expert based at EPFL. Chinese-built open models, which can run on local computers, lessening the risk of a shutdown, are touted as one alternative to US dependence. There’s also Mistral, once seen as Europe’s main AI hope, but the Paris-based company has seen its recent models fall behind in performance. But the Chinese alternatives are generally not as capable as US frontier AI models, said Bosselut, unless paired with fiddly, custom tools that allows them to act as independent agents. “Most scientists do not have the time,” he said. Don’t jump ship yetAlthough the kill switch moment is seen a warning shot for European scientists, it doesn’t mean labs should abandon US AI tools immediately. “I do not think the right response is simply to abandon US-based models and systems under the banner of sovereignty or independence,” said Mattias Björnmalm, secretary general of the Cesaer university association. “That would be an overreaction.”Related articlesEuropean sovereignty in AI requires ‘ugly trade-offs,’ say experts Robotic lab start-up makes case for €500M EU-funded materials testing facilityAI in science: is it useful? Instead, European researchers need to ask themselves whether they’re becoming dependent on technology that could be turned off in Washington, said Özcan. “They might not see this today, but they should really start asking this question,” she said. European researchers need a plan B, said Salathé. “I would recommend to every researcher, very proactively explore alternatives.”Own toolsIn addition, Björnmalm and others want European research institutions to develop their own scientific AI tools.Instead of signing AI deals with US digital giants, European universities should be using this money to create their own models, which may end up being superior for research, said Sabine Leonelli, an expert on the use of AI in science at the Technical University of Munich. “Universities in Europe seem to be happy to sign commercial contracts with US companies on the assumption [their AI tools] are better,” she said. But US frontier LLMs are typically opaque, and have been developed without independent scientific input, she said. “This is not good enough for science.”Last year, Swiss researchers released Apertus, an LLM designed to be completely transparent, from its development methods to its training data. The idea is that this makes scientific tools built on top of the model far more reproducible than with closed, commercial alternatives.“Europe needs more of this: serious capacity-building that gives researchers, universities and companies credible options,” said Björnmalm.
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