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Raveheart by Graeme Armstrong review – ravers rebel in a Scottish political satire
A veteran techno DJ embarks on a campaign of civil disobedience in this passionate and at times hilarious tale of underground resistance
Grand Theft Auto VI Rumored to Offer 60 FPS Mode on PS5/Xbox Series X, But Maybe Not at Launch
One of the reasons Grand Theft Auto VI fans are eager to learn the currently missing details on PS5 Pro enhancements is that the most powerful console available on the market is expected to include a performance mode targeting 60 FPS. However, according to a credible source, there's a decent chance that even the base PlayStation 5 and Microsoft's roughly equivalent Xbox Series X will support 60 FPS in Rockstar's massively anticipated game. The rumor comes from the popular Polish gaming podcast Rock and Borys, which features Remigiusz "Rock" Maciaszek and Borys Nieśpielak. It is the latter who shared in […]
Uneven access to radiology AI could deepen healthcare disparities
New Neiman research explores how Medicare's New Technology Add-On Payment has impacted use of an AI triage tool for pinpointing severe strokes.
PS6 Hardware Cost Estimated at $900+
The upcoming Sony PlayStation 6 is slated to launch sometime in 2028, and with recent reports claiming that the ongoing RAM crisis likely won't end or ease up much before then, concerns are mounting about the price of next-gen gaming consoles. Those concerns are seemingly justified, with ubiquitous ...
AI scientist company Edison Scientific tapped by team behind Metsera to create new biotechs
Edison Scientific and investment firm Population Health Partners are teaming up to leverage AI agents in drug discovery and development.
Meaningful Outcomes Determine the Winners of the Health AI Race
Global investment in healthcare AI exceeded $18 billion in 2025, yet health systems still lack a shared understanding of the outcomes that investment should deliver. This paper argues that success in the health AI race will be determined not by technological sophistication but by which systems first identify and pursue the outcomes that matter most to patients, professionals and health systems. Without a shared language for defining and measuring what healthcare AI should deliver, systems risk optimizing for what is easiest to count rather than what matters most. This paper provides a framework for ensuring AI investment translates into real value for healthcare systems and the populations they serve.
Scientists Discover Ultrasound May Stop Arthritis Before It Starts
A new study suggests low-intensity ultrasound can influence immune cell behavior in ways that may reduce chronic inflammation and encourage tissue repair after joint injury.
TECHNICAL OUTAGE: Tri-County mental health crisis lines temporarily down
As of Sunday, June 28 at 10:30 a.m., the Multnomah County Crisis Line, Washington County Crisis Line and Clackamas County Crisis and Support Line are currently not working due to a network outage.
Efzimfotase alfa demonstrated improvements in bone health in treatment-naïve pediatric patients with hypophosphatasia achieving median difference of 1.67 vs placebo in RGI-C Score at week 25 in MULBERRY Phase III trial
Positive results from the MULBERRY Phase III trial showed that efzimfotase alfa (ALXN1850), an investigational enzyme replacement therapy, demonstrated a statistically significant and clinically meaningful improvement in bone health in children (2 to
Multiple Portland-area mental health crisis lines down due to technical outage
Mental health crisis lines in Multnomah, Washington, and Clackamas counties are down due to technical issues, and officials are urging people to call or text 988 if they or someone they know is exp…
Why did this journal retract two 1940s papers by Max Planck?
Clicking on the links now reveals blank pages and empty PDFs. "Intellectually, it’s not acceptable.”...
AI As Conscious As That Toy Bird Is Thirsty
OpenAI and the like are using our fantasies about technology to bilk investors, if we want to protect the public we need to establish the difference consciousness and something mimicking it
Science confirms this viral ‘secret’ praise parenting technique is certifiably genius
A mom's viral technique of praising her daughter within earshot has over a million likes, and psychologists say it really works.
Govee's smart nugget ice maker makes every iced drink feel like a luxury
For some people, the ice in a beverage is almost as important as the drink itself. That's the audience Govee had in mind when designing its latest ice
Investment in Israeli health tech startups dove 40% in 2025
Data shows that while the global industry saw a resurgence in private funding, investments in Israeli startups hit a five-year low amid geopolitical uncertainty
As Beta Technologies expands employment — and investors — other technical businesses struggle to survive
The electric aviation company is bringing new jobs and greater wealth to the state, but some aviation businesses say they are being squeezed for talent.
This Week’s Small Business Tech News: Apple Significantly Raises Their Prices
AI is reshaping small business IT, customer service and marketing. Learn why Microsoft agents, Apple price hikes and AI influencers matter to your business.
International Business Machines (IBM) Is A Top Stock In Billionaire Richard Chilton’s Filings
International Business Machines Corporation (NYSE:IBM) is one of the 10 Best Stocks to Buy According to Billionaire Richard Chilton. Technology giant International Business Machines Corporation (NYSE:IBM) made a key announcement recently when it announced its 0.7-nanometer chip manufacturing technology. This technology is the most advanced chip manufacturing technology in the world. International Business Machines Corporation […]
I overcame my fear of learning about AI and landed a Big Tech AI job
A product designer share how embracing her inner "mad scientist" and experimenting with AI helped her land a job at Adobe, with no formal background in machine learning.
I overcame my fear of learning about AI and landed a Big Tech AI job
A product designer share how embracing her inner "mad scientist" and experimenting with AI helped her land a job at Adobe, with no formal background in machine learning.
Slate is betting Americans want less car for less money
Slate unveiled the starting price for its tiny, electric pickup truck this week. It's betting that today's overly techy cars created a white space.
GM hires talent from rivals to solve self-driving car problem
GM has made several key executive hires since 2025 and brought back Cruise alums to ramp up its self-driving tech development in personal cars.
Vikas Sehdev: Starting a New Chapter as Senior Medical Science Liaison at BioNTech SE
Vikas Sehdev: Starting a New Chapter as Senior Medical Science Liaison at BioNTech SE / AstraZeneca, BioNTech SE, cancer, OncoDaily, Oncology, Vikas Sehdev
Hawaii is turning ocean plastic and fishing nets into roads
Hawaii researchers are giving old fishing nets and recycled plastic a second life by mixing them into asphalt roads. Early tests found these roads didn't release more plastic particles than standard pavement, with tire wear overwhelming any plastic signal from the recycled material. If future studies confirm the roads are durable, the technology could help tackle both marine pollution and overflowing landfills.
Scientists Challenge a Fundamental Assumption About Consciousness
A new philosophical study challenges the idea that consciousness requires human-like biology.
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.
AI Is Helping Small Businesses Get More Done, But It’s Far From The Only Productivity-Booster Helping Them Expand
Getting more done in less time is easier than ever for solopreneurs and small business owners, thanks to the ease of hiring contractors, using QR codes, touchless technology and other affordable methods.
Carlisle Cathedral, University of Cumbria secure grant to explore science and faith connections in local farming landscapes - Lutheran Alliance for Faith, Science and Technology
Carlisle Cathedral and the University of Cumbria won a £9,850 grant to explore how science and faith connect in Cumbria's farming landscapes.
You’ve never seen this before: the shocking moment the sound barrier breaks - Futura-Sciences
The XB-1 is a critical stepping stone toward commercial supersonic travel, representing the first civil designed aircraft to break the sound barrier since the Concorde retired. To verify the aircraft’s aerodynamic performance during its supersonic transition, NASA deployed an advanced optical technology called schlieren imaging to make the invisible forces...
Scientists in Synagogues grant program to name finalists in July - Lutheran Alliance for Faith, Science and Technology
Sinai and Synapses has launched a $5,000 Scientists in Synagogues grant program promoting Judaism and science. Finalists will be named in July.
Los Alamos Faith and Science Forum launches 2026 Summer Series - Lutheran Alliance for Faith, Science and Technology
The Los Alamos Faith and Science Forum's 2026 summer season is on, offering weekly presentations on humanity’s most enduring scientific and spiritual questions.
A Clover Health Director Sold Over 67,000 Company Shares. Here's a Closer Look at the Transaction.
This healthcare technology firm, focused on Medicare Advantage plans, reported a notable insider sale amid muted stock performance.
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.
Science Debunks a Common Belief About Pets and Stress
Scientists found that spending time with cats and dogs can improve owners’ mood, but not through the stress-relieving mechanism they anticipated.
Don't break the tech tools small businesses use to compete
Forcing companies to split up their integrated services would increase costs and headaches for businesses like mine, writes Andrea Ramker.
The AI bubble has further to run despite the looming crash
As tech firms make huge profits and investors fear losing out, both are doing their best to hold off the day of reckoning
AI isn't killing real tech jobs. It's hitting here instead.
AI isn't killing tech jobs, says Cloudflare CEO Matthew Prince. It's changing which roles companies value most.
The fittest founder in the room got cancer. Here's how he used AI to fight back.
When confronted with cancer, Connor Christou fed everything tied tied to his regime — blood results, scan data, wearable output, journal entries — into Claude.
Scalpers Are Already Flipping Steam Machine Reservations On eBay For $2,700–$2,900, Roughly Double Valve’s Price
Reservations for the Steam Machine are listed on eBay for up to $2,899, nearly triple its official price of $1,400, amid widespread scalping efforts
Best investments over the past 100 years? Almost all are tech companies
Most of the top performers are tech companies, headed by Apple, Nvidia and Microsoft.
Arsenal hold talks with Strasbourg technical director Pascal de Maesschalck
Arsenal have held talks with the technical director of RC Strasbourg Alsace, Pascal de Maesschalck, according to a report from The Athletic.The Premier League champions are in the process of finding ...
Why 6 Google employees left one of tech's most coveted employers
Six former Google employees explain why they left one of tech's most coveted employers.
Why 6 Google employees left one of tech's most coveted employers
Six former Google employees explain why they left one of tech's most coveted employers.
Quantic Dream Developers Strike to Save Star Wars Eclipse, Warning that 115 Layoffs Would Doom the Unfinished Game
Quantic Dream developers are striking to save Star Wars Eclipse, warning that 115 layoffs would leave the unfinished game without a future.
Luca Marini negotiating move to Tech3 KTM for 2027
Marini could now join Tech3 as Vinales' chances of retaining his seat vanish
LVMH and Accor's Orient Express sets its sights on new tech billionaire class
Shuttling across the French and Italian Riviera, Orient Express's first giant yacht aims to attract a new class of billionaire.
Scalpers List Steam Machine Reservations at $1,700+
Following a brief reservation period, prospective buyers of the Valve Steam Machine started reporting on June 26 that they had begun to receive reservation confirmation emails for the new hybrid console. However, on the same day, and almost predictably, apparent scalpers listed Steam Machine units o...
Hightower president leaving after less than three months
Roberto Stewart, who was named president in April, had been tapped to lead the improvement of the firm's technology platform.
The 5-Question Org Chart Audit I Run Before Scaling AI Across a Business
AI success depends less on the technology and more on the organization behind it. These five questions help leaders identify the structural barriers that prevent AI from delivering real business impact.
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.
“The Cheaper the Better,” Says Valve About its Steam Machine Pricing, but Don’t Expect a Price Decrease “Any Time Soon”
"The cheaper the better" is Valve's official line for how it would like to price the Steam Machine, but don't expect it to happen soon.
MSU Vet Tech program awarded $150k NIFA-USDA grant
Morehead State University's nationally ranked veterinary technology program was recently awarded significant financial support to help it maintain its place as the #1 program of its kind in Kentucky. The National Institute of Food and Agriculture (NIFA), part of the United States Department of Agriculture (USDA), awarded MSU's vet tech program a $150,000 NIFA-USDA grant for equipment to support small and large veterinary technology education and workforce competency at MSU. Learn more about veterinary technology programs at MSU by emailing Staton at a.staton@moreheadstate.edu or calling 606-783-2328. Find out more about MSU's veterinary technology program by calling 606-783-2662.
Texas Tech's Red Raider Meats Has Steak Down to a Science
The Lubbock university is training the next generation of agriculture scientists using revenue from selling some of the state's best beef
Xprize founder says 'humans behave better when they’re being watched'
Peter Diamandis is the latest tech executive to argue that global surveillance will make the world a better place, following Larry Ellison's comments in 2024.
New feed trailer expands feed delivery opportunities
Delivery of bulk feed produced at the Iowa State University Kent Feed Mill and Grain Science Complex to Iowa State’s animal science farms is now possible, thanks to a new high-tech feed trailer.
After 80 Years, Mathematicians Give Famed ‘Erdős Method’ an Upgrade
Decades ago, Paul Erdős used randomness to illuminate the vast and weird world of networks. Now mathematicians are making his technique even more powerful.
SGMC Health Honors White with BEE Award
SGMC Health recognized Jessica White, patient care technician on 4 South, as the June recipient of the Being Extraordinary Everyday (BEE) Award, which honors non-nursing staff who demonstrate exceptional compassion, collaboration, and dedication to patient care.
AI Is Already Reshaping US Politics at Every Level
From data center backlash to boundless cash from tech billionaires and concerns about deepfaked campaign ads, AI is everywhere in the 2026 US elections.
Strictly Business Cannes Lions: Deloitte, AWS, Sony Execs on AI and Tech Adoption
Variety Strictly Business Podcast Live presented by AWS & Deloitte featured Deloitte's Michelle McGuire, AWS's Ruba Borno, and Sony Pictures Entertainment's Pete Wood.
Strictly Business Cannes Lions: Deloitte, AWS, Sony Execs on AI and Tech Adoption
Variety Strictly Business Podcast Live presented by AWS & Deloitte featured Deloitte's Michelle McGuire, AWS's Ruba Borno, and Sony Pictures Entertainment's Pete Wood.
Survey: Most Life Science Labs Piloting AI, Few in Production
A survey finds only 5% of labs use AI in production, with most still piloting the tech and citing integration, data quality as barriers.
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.
Should “Success” in Science Be Measured Differently?
Publication volumes are one of the main ways that success is measured for researchers today. From mentorship to real-world impact, scientists argue that “publish or perish” pressures overlook many of the contributions that drive discovery forward.
PlayStation Will Continue To Push Live Service Games Despite Evident Challenges, While Teasing A PlayStation 6 Handheld
Hideaki Nishino doubles down on live services like MARVEL Tōkon: Fighting Souls while teasing a PlayStation 6 handheld.
Trump Mobile Takes The T1 Phone Reservation Holders For A Ride, Opens Sales To The Public Without Clearing The Backlog
Those who paid Trump Mobile a $100 deposit to gain early access to the T1 Phone suddenly find themselves at the back of the proverbial queue.
PlayStation Boss Says New Console Experiences Will Involve 'Leveraging Technologies That Can Be Used in Various Forms and Locations' — and I'm Convinced He's Teasing a PS6 Handheld
Recent comments from Sony Interactive Entertainment CEO Hideaki Nishino have suggested PlayStation may move towards more hybrid, Switch-like consoles in the future to match modern on-the-go players.
St. Norbert, FVTC partner to make business degree transfer 'seamless'
St. Norbert and Fox Valley Technical College are joining forces to make getting a bachelor's in business at SNC easier.
Elroy Air to Become Publicly Traded Company via Business Combination with Inflection Point-led SPAC
Elroy Air, Inc., a leading U.S.-based technology developer of autonomous heavy-cargo drones for defense, rapid response and commercial logistics, and Columbu...
Federal AI security center measure advanced by House Science
A measure that would put into law a key federal office focused on artificial intelligence advanced Thursday out of the House Science, Space and Technology Committee, as part of a slate of AI-focused and data center bills. The committee advanced the bills on a bipartisan basis, but put off potential changes regarding funding levels for […]
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.
French people are painting chalk on their windows in the heat
A simple, low-tech remedy may help cool homes. Here's the science behind the trend.
Apple to Skip M6 Pro and M6 Max, Jumps to M7 Series
Apple has reportedly canceled its M6 Pro and M6 Max processors, according to a recent note from Bloomberg's Apple insider Mark Gurman. Behind the scenes, there is a significant shift in Apple's silicon rollout strategy. The company is postponing the launch of its higher-end M6 SoC variants, like the...
Real Madrid’s summer spending spree creates unexpected Champions League problem
Real Madrid have been one of the busiest clubs in the transfer market, but their impressive recruitment spree may have created a technical issue.Notably, Jose Mourinho has already welcomed four new si...
The heatwave hacks that will actually help to keep you cool
Should you wear wet socks to bed or point a fan out the window? Can the ‘Japanese door fan’ technique cool a baking hot car? Here’s what the science says
Smart voices in business react to Apple and Xbox price hikes
After Apple and Microsoft's Xbox raised prices due to a shortage of memory chips, tech observers are not optimistic about future prices.
TravelTech Show, Business Travel Show Europe name 2026 innovation award winners
Arcube, ImpersonAlly, Acai and Nowadays were recognized in separate competitions for travel technology innovations spanning airline retailing, brand protection, contact center automation and meetings management.
‘Turf Tank’ robot elevates Oregon sports fields
The Oregon Youth Soccer Association is taking advantage of some new technology to keep its fields game day ready.
Trump nominates new top deputy to RFK Jr.
Chris Klomp, a 45-year-old tech entrepreneur, gained the president's confidence when he negotiated price cuts with drug companies.
YouTube Shorts are getting even shorter with an update that lets you double the playback speed
YouTube Shorts is getting a makeover.
Neuroimaging utilization in emergency departments has increased year-over-year for a decade
Researchers believe their new data could be used to better inform staffing coverage in modern radiology departments.
Scientists develop predictive roadmap to boost performance in next-gen spintronics
Chiral 2D metal halide perovskites (MHPs) are among the most promising materials for future technologies that exploit the spin of electrons in spin-based optoelectronics, or spintronics, but getting them ...
Valve Quietly Walks Back Steam Machine 4K 60 FPS Performance Claims
Valve's Steam Machine has earned more than its fair share of skeptics, thanks to performance claims and more recently its unfortunate pricing. More recently, though, Valve has seemingly taken some of this criticism to heart and silently changed some of those performance claims on the Steam Machine p...
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.
Microsoft adds another year to Windows 10 extended update program
About a quarter of PCs are still running Microsoft's previous operating system.
Following IAM Union Advocacy, Kansas PERB Orders Count of Timely Cast Ballots in KU Health System Pharmacy Technician Union Election
KANSAS CITY, Kan. — Following weeks of advocacy from the IAM Union, Pharmacy Technicians, elected officials and community supporters, the Kansas Public Employee Relations Board (PERB) has ruled that 37 previously uncounted ballots will be included in the final tally of the recent union representation election involving Pharmacy Technicians at the University of Kansas (KU)
Transcription by Ben Lerner wins Orwell prize for political fiction
Judging chair calls Lerner’s novel a ‘funny, brainy and timely’ study of our appetite for technology, while Karen Bartlett wins the nonfiction prize for The Escape from Kabul
If I were traveling, Anker is the only company I would trust with my life to keep my tech fully charged at all times — and 11 of its best items are on sale right now
Get these Anker products to keep your gear always charged!
Merck KGaA to Acquire Bio-Techne for $11.3B, Expanding Life Science Tools Presence
Merck KGaA, Darmstadt, Germany, has agreed to acquire Bio-Techne for approximately $11.3 billion, the companies said today, in a deal designed to position the buyer as more of a leader across the life science value chain by expanding its presence in high-growth, next-generation life-sci markets with Bio-Techne’s tools, analytical technologies, and consumables.
Notion killing Skiff-influenced email app since most users use AI agents instead
Notion is "going all in on using agents to run your inbox."
Google Finance finally gets a mobile app as AI-powered overhaul leaves beta
It took 20 years, but the Finance app arrives just in time to be packed full of AI.
Bio-Techne, a Minneapolis life sciences firm with 500,000 products, to be sold to German company for $11.3 billion
Samsung Reportedly Starts OLED Panel Production for Apple’s First Foldable iPhone
Apple reportedly cleared Samsung Display to make OLED panels for its first foldable iPhone, with hinge issues still shaping launch timing.
From the Beginning, Politics Triggered Broadcasting
Media scholars argued that politics, not technology, shaped American broadcasting from 1927 on, repeatedly shielding incumbents from competition.
Rogers Computer Science Teacher Named Tops in the State
Instructor and coach, Anthony Hanos with members of the cyber security program, students Brandon Wilson, Kerian Santiago and Alex Bettencourt. The sister sectors of computer science, information technology and cybersecurity, continue to be among the fastest growing industries in the country, according to the U.S. Bureau of Labor Statistics. Luckily, Newport area high schoolers interested
Merck KGaA bolsters life sciences business with $11.3B Bio-Techne buy
The deal comes a matter of weeks after Kai Beckmann was promoted to CEO at Merck and signalled his intent to broaden the company's scope for M&A.
Databricks’ former AI chief thinks he can cut AI’s power bill by 1,000x
Un0 is an image-generation system tool that shows for the first time how the company's technology can replicate conventional AI systems.
Agentic-Native Platforms Are Creating A New Technology Business Model
For decades, the enterprise technology industry operated on a simple principle: software companies built products, and services firms helped enterprises.
Tech: House Science advances AI bills
The House Science Committee advanced a bipartisan bill that would codify increasingly prominent artificial intelligence oversight work being done by the Commerce Department.
Google Finance gets a dedicated app for Android
Users will be able to access their watchlists, real-time market data, live financial news, and Google's AI-powered "Key Moments" feature, which explains why stocks moved.