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Top Science Democrat probes cuts to research spending at National Science Foundation
A key Democrat is looking into a massive amount of money that was appropriated to the National Science Foundation (NSF) but reportedly not spent. In a letter first shared with The Hill, House Commi…
A potential Democratic wave looms over Trump. Where does MAGA go after the midterms?
The Republican reckoning tests a party infrastructure reshaped around President Trump since his insurgent rise in 2015 transformed the GOP.
Farm acres the top recent property deal in Craighead County
Bane Land Farm and Cattle and Tebo Land LLC made the most significant residential and commercial property transfer in Craighead County from Sept. 15 to Oct. 15, according to the...
In 15 minutes, Sid Edwards transformed into a voodoo priest at 13th Gate in Baton Rouge
The mayor had no intentions of taking the makeup off after the event. Dressed as a voodoo priest, he said he was going to stop at a convenience store for a Diet Coke on the way home.
When Your ITP Treatment Doesn’t Work, What’s Next?
A hematologist explains what’s next when your current ITP treatment isn’t meeting expectations.
Michigan’s Frontcourt Must Turn Size Into Possession Control
Towering height alone won't secure the glass. To dominate, the Wolverines must master positioning, communication, and discipline to transform raw physical potential into game-changing defensive stops.
How Doctors Decide Which Treatment To Try for Immune Thrombocytopenia
These days, there are more options than ever for helping manage ITP. A hematologist explains possible treatments and how providers decide what to try.
A surprising discovery could help aging muscles repair themselves
Scientists have discovered a compound that transforms a natural muscle-repair protein into a more powerful version dubbed "Super HGF," more than doubling its ability to bind to a key receptor while protecting it from age-related chemical damage. The breakthrough, supported by early mouse experiments, could eventually help combat muscle loss and preserve strength as people age.
UConn Baseball Transfer Gaining Buzz at Florida State
Cayden Suchy was the Big East Pitcher of the Year, and now he's in Tallahassee.
Physicians and health systems must align on AI to avoid repeating EHR mistakes
Early wins with ambient AI scribes, shared control over clinical decision support tools and incremental pilots can build the trust needed for a decades-long transformation.
Inaugural ROC Startup Week celebrates Rochester's entrepreneurs and small businesses
Rochester's startup community came together Monday night to kick off the inaugural ROC Startup Week, a six-day celebration of local entrepreneurs, small businesses and innovation.
Arsenal push to extend 27yo’s contract amid Bayern reports
Arsenal are pushing to extend Martin Odegaard’s contract, with Bayern Munich sources playing down their transfer interest in him.Photo by Francesco Pecoraro/Getty ImagesSky Sports in Germany report ...
Scientists shrink Archimedes’ screw to the size of a single molecule
Scientists have built a groundbreaking molecular motor that spins in either direction using electricity, inspired by a machine invented more than 2,000 years ago. Even more remarkably, its rotation can boost electrical conductivity by up to 100 times, potentially transforming the future of molecular electronics.
Kelly Ripa transforms into Elizabeth Holmes for 'Live' Halloween costume
Think you’ve seen "Everything"? You haven’t seen Elizabeth Holmes like this: being played by Kelly Ripa while spoofing "The Traitors," the reality series known for rewarding deceit.
Sean 'Diddy' Combs' prison release date moved up following transfer
Weeks after Sean "Diddy" Combs was hospitalized for a head injury suffered while serving time in federal prison, his release date has moved up. The disgraced music and alcohol mogul
Juve-Ebnoutalib, Milan transfers and sponsorless Inter: today's news 🔥
On the day of Jesus de Miguel's passing, football must keep going despite the pain of these moments.Let's take a look at the biggest news involving Serie A's top clubs.Juventus target Ebnoutalib for t...
Texas State University, Lone Star College System establish guaranteed transfer pathways
A new transfer agreement will ensure that coursework completed at LSCS will apply toward earning a TXST bachelor’s degree.
New Look Creighton Looks to Be Much Improved This Season
Last season was a disappointing one for Creighton, which finished with a losing record for the first time in 11 seasons. Many injuries stalled the Bluejays' season. It was an unfitting end to a very good tenure for Greg McDermott. With new head coach Alan Huss and seven transfers, Creighton looks to regain consistency in …
“American Idol” runner-up reveals major transformation: ‘Who’s that guy?’
Bo Bice looked much different while announcing new music.
UK’s investment arm takes £2.25 billion bet on Africa’s least-favoured markets as it targets businesses and infrastructure projects others avoid
British International Investment (BII) will inject around £2
Barcelona's Transfer Condition Revealed For January Lisandro Martínez Transfer
Financial instability at Old Trafford and a looming contract expiry could force a cut-price move as Hansi Flick eyes the unsettled Argentine to solve his defensive crisis.
Heidi Klum reveals Halloween costume as her iconic party marks 25 years
Heidi Klum underwent a bloody transformation to become a giant, gruesome severed hand for Halloween.
Always Asking Why: The Drive Behind UCF Nursing Leader's Passion for Healthcare
As the dean of the College of Nursing and Orlando Health Endowed Chair in Nursing, Sharon Tucker has transformed curiosity into discovery, leadership and new possibilities for the future of healthcare.
Arkansas Health Insurance Marketplace enrollment open until January 2027
Enrollment for Arkansas Health Insurance Marketplace is now open until January 15, 2027 for beneficiaries to review,
Colorado Running Back Richard Young to Start Against Arizona State
Fresh off a dominant 120-yard performance against Kansas State, the Alabama transfer looks to anchor the Go-Go offense and spark the Buffaloes' late-season push toward bowl eligibility.
Rural Utah gets federal funding for health care
The Utah Department of Health and Human Services says all of its first-year Rural Health Transformation Program funding has now been awarded.
THE WEEK OF NOV 2, 2026
- Midterms to affect science policy - NSF backs off grant changes - PCAST to hold first meeting
Scientists find evidence of rarest particle decay after 42-years | Science and Technology Facilities Council
UK physicists have found the first evidence of an extremely rare particle decay at CERN's Large Hadron Collider (LHC), after a 42-year hunt.
Roma eyeing Kevin Santos, Nusa and Kvernadze for January
Roma is working to strengthen its attack ahead of the winter transfer window. According to Calciomercato.it, the Giallorossi management has identified three players to strengthen Gian Piero Gasperini�...
How Atlanta Business Owners Should Prepare for the Great Business Transfer
Read How Atlanta Business Owners Should Prepare for the Great Business Transfer by Bank of America for SaportaReport here.
Paris Jackson requests dad Michael’s estate transfer $600 million to a trust fund for her and brothers
Paris Jackson requests that her father Michael Jackson’s estate transfer $600 million to a trust for her and her brothers, per instructions in his will.
Minnesota Carlson Moments: Why Mental Health Matters in College
A senior shares how she overcame stress and doubt as a transfer student
UConn Health Minute: Improving GLP-1
GLP-1 medications have transformed the treatment of diabetes and obesity, but scientists are still uncovering exactly how they work. In this UConn Health Mi ...
I look up as I walk, my healthcare costs look down
An Osaka Metropolitan University researcher analyzed 338,706 person-months of data linking objective smartphone step counts from Osaka Prefecture’s official health app with health-insurance claims for 20,950 adults aged 40 and over. Generalized additive models revealed that the non-linear association between daily steps and subsequent 6-month healthcare expenditures transforms with age. Predicted costs were largely insensitive to steps among middle-aged adults but fell steeply with increasing steps among older adults.
Back to the Future with Jean-Baptiste Lamarck
Lamarck believed that “all living beings are constantly transforming themselves” and thus life forms shape their own evolution.
Dave Bautista Packs On 20 Pounds & Looks A Lot More Like Kratos
Ever since Deadline reported he was circling the role of Kratos in Prime Video’s upcoming God of War series, Dave Bautista has been sharing his physical progress transforming himself for the part. (In...
Heidi Klum reveals Halloween costume as her iconic party marks 25 years
Heidi Klum underwent a bloody transformation to become a giant, gruesome severed hand for Halloween. Klum unveiled her costume Saturday as her iconic costume party marked 25 years in New York. Klum...
UCF WR Jonathan Bibbs Enters Transfer Portal Early
Following a dip in the Knights' rotation and the emergence of freshman Tyren Hornes, the former Louisiana-Monroe standout seeks a fresh start and increased playing time elsewhere.
From Classroom To Farm-To-Fork: How Bellevue University Alums Tony and Amber Ellsworth are Building a Thriving Business
Bellevue University alumni Tony and Amber Ellsworth transformed a small pandemic-era farm store into Ellsworth Crossing, a thriving farm-to-fork marketplace that connects customers with products from more than 100 local farmers and producers.While balancing military service, demanding careers, family responsibilities and entrepreneurship, both T...
Should Ole Miss be Concerned with Deuce Alexander?
This is a concerning development for the Ole Miss Rebels and their fans everywhere. Last season, after transferring to Oxford from Wake Forest, wide receiver Deuce Alexander proved himself to be a playmaker at key times for the Rebels. The hope for 2026 was that he would take over as the primary target for Trinidad …
Origins Foundation Names Shawn Battison Chief Business Development Officer
Shawn Battison, a 19-year Ducks Unlimited veteran, joins Origins Foundation to champion hunting and sustainable use in global wildlife conservation.
How Trump’s economic promises are holding up so far
On the campaign trail in 2024, Donald Trump made a series of bold promises to voters about how he would rapidly drive down the cost of living and transform the US economy if they sent him back to the White House.
Defense Logistics Agency CIO: Agentic AI a business change, not IT project
Award-winning, Silicon Valley-based research and advisory firm focused on helping early adopters harness the transformative power of exponential technology.
Phelps Mansion transforms into Frankenstein’s lab for spooky Halloween science
The free event brought the university’s Physics Outreach Project into the historic mansion’s ballroom, giving kids and adults a hands-on look at physics experiments.
Seattle businesses cite safety, taxes as top concerns, new survey finds
Nearly half of the Seattle businesses surveyed said they have seriously considered moving operations, jobs or investment out of the city, according to a new sur
Heidi Klum reveals Halloween costume as her iconic party marks 25 years
Heidi Klum underwent a bloody transformation to become a giant, gruesome severed hand for Halloween.
Microsoft Patents an AI That Can Literally Put Words in People's Mouths in Real Time
Microsoft just filed a patent for an AI product that would be able to transform live video in real time to alter speakers' words and faces.
Hall Reinvented Himself to Help Brewers Win World Series Title
After battling persistent injuries, DL Hall transformed his delivery and velocity and became a late-inning anchor during the Milwaukee Brewers’ historic World Series win.
Paris Hilton Is Morticia Addams in Plunging Cristallini Velvet Dress
Paris Hilton fully embraced spooky season by transforming into Morticia Addams for an elegant family Halloween photoshoot. The media personality shared a series of cinematic photos on Instagram, capti...
Learning ‘blasts off’ for sixth grade students in St. Jude science lab
Saint Jude School in Mountain Top figuratively transformed its sixth-grade science lab into the International Space Station as a culminating activity for the unit on space and rock, with students taking on the roles of astronauts, engineers, and mission control specialists for a day.
How Digital Marketplaces Are Transforming Online Entertainment And Consumer Choices
Entertainment used to involve a fairly straightforward decision: buy a cinema ticket, visit a music venue or pick up a game from a shop. Now, much
The zeptoverse: what is it and how will it transform physics?
Researchers have detected signals from the smallest distances ever probed.
World Conference on Traditional Medicine 2026 delivers landmark outcomes for global health
Expert Committee Meeting members at the World Conference on Traditional Medicine 2026© WHOThe World Conference on Traditional Medicine 2026 concluded in Beijing on 18 October with several key outcomes aimed at strengthening global cooperation for health and well-being. These included the adoption of the Beijing Initiative on the Conservation and Sustainable Use of Traditional Medicinal Plant Resources, the promotion of the New-Era Shennong Herbal Project, and the publication of the Report on artificial intelligence empowering global traditional medicine development (2026). The conference also marked the establishment of the Global Alliance for Traditional and Integrative Medicine (GATIM) to foster international scientific collaboration.The biennial conference, held on 17–18 October at the China National Convention Center in Beijing, was co-hosted by the People's Government of Beijing Municipality, the National Health Commission, the National Administration of Traditional Chinese Medicine, and the National Medical Products Administration. WHO joined the Conference as co-sponsor, aligning with the country’s Healthy China initiative, which is overseen by President Xi Jinping. The initiative seeks to expand inclusive, high-quality health services, drive innovation in traditional medicine, and reinforce the principle that a healthy population is fundamental to national prosperity and strength. H.E. Li Qiang, Premier of the State Council of the People’s Republic of China, addressed the opening ceremony, emphasizing the critical role of traditional medicine as a unique force in safeguarding human health and advancing civilization. "Traditional medicine has followed a distinctive path of development through long-term practice," Li stated. He called on the international community to strengthen cooperation, make better use of global traditional medicine resources, and jointly address challenges to human health. Premier Li also highlighted the necessity of harnessing science and technology to accelerate the innovative development of traditional medicine. He announced that China would promote the digital and intelligent transformation of Traditional Chinese Medicine (TCM) and encourage active participation from both Chinese and foreign research institutions and enterprises. Furthermore, he expressed China's willingness to expand pilot programs to open up the medical service sector and work with all parties to advance the development of Belt and Road medicinal resources conservation centre.Addressing the Conference participants via a video message, Dr Tedros Adhanom Ghebreyesus, WHO Director-General, said, "This is not a choice between tradition and science. It is about bringing knowledge systems together through research, innovation, regulation and quality assurance. We need stronger evidence on what works, for whom, and under what conditions."Dr Saia Ma'u Piukala, WHO Regional Director for the Western Pacific, addressed the opening session, underscoring the importance of integrating traditional medicine into mainstream health systems in line with the call of the WHO Global Strategy on Traditional Medicine 2025–2034. In the closing session, Dr Shyama Kuruvilla, Director of the WHO Global Traditional Medicine Centre, expressed appreciation for the achievements of the conference, where different world views and scientific and programmatic advances were exchanged with a clear focus on practical action to advance traditional medicine for the health and well-being of people and the planet.The conference, held under the theme Technology Empowerment and Integrated Development: Advancing Traditional Medicine for All, featured a government forum, ministerial round table and eight parallel forums to advance all four objectives of the WHO Global Traditional Medicine Strategy 2025–2034: strengthening evidence, ensuring safety through regulation, integrating traditional, complementary and integrative medicine into health systems, and realizing its value through action across sectors.Over the two-day event, nearly 2000 participants, experts and scholars from 103 countries and areas, including 16 ministerial-level health officials, delivered over 150 high-level speeches and reports. Discussions covered key areas such as the integration of traditional medicine into international health systems, evidence-based development, drug regulation and the application of artificial intelligence in traditional medicine.
Jennifer Geel: How Is Science Transforming the Future of Hodgkin Lymphoma Treatment?
Jennifer Geel: How Is Science Transforming the Future of Hodgkin Lymphoma Treatment? / cancer, Cologne Cathedral, Hodgkin lymphoma, Jennifer Geel, OncoDaily,
AI boosts operational efficiency but not systemic climate action, global study finds
Artificial intelligence (AI) is widely promoted as a tool for sustainable development, but whether its operational gains translate into deeper ecological transformation remains uncertain. A new global assessment examines how AI diffusion relates to seven core United Nations Sustainable Development Goals (SDGs), covering health, education, clean energy, industry and infrastructure, sustainable cities, responsible consumption and production, and climate action. It also explores the channels behind
How women will drive the next generation of wealth
The Great Wealth Transfer is expected to include roughly $124 trillion transferring from older generations to their heirs. And as women’s life expectancy currently exceeds men’s, 95% of this is expected to go to women.
Arsenal still wants two Real Madrid superstars
Arsenal continues to scout the world’s best talent, and they are eyeing several players from Real Madrid, just as they did during the summer. In the last transfer window, the Gunners wanted to sign ...
Today in Entertainment: Looking back at the early days of radio
SAN ANGELO, Texas (Concho Valley Homepage) — Radio has brought generations of listeners breaking news, sports and entertainment. But what would it have been like to hear some of history’s biggest moments as they happened? On Today in Entertainment, Morning Anchor Sarah Boyette and Meteorologist Randy Turner looked back at the early days of radio […]
DataFi Donation Ceremony at the Ministry of Health-Remarks by ADCM Steve Bremner
DataFi Donation Ceremony at the Ministry of Health Remarks by Acting Deputy Chief of Mission a.i. Steve Bremner (…) I’m pleased to join the Ministry of Public Health and our implementer, Palladium, today to hand over IT equipment including 80 laptops, 300 tablets, and Monitoring and Evaluation reporting tools for CSBII. Good health decisions start with good data. When a health worker in a remote commune notices unusual fever cases, that information must reach district and national teams fast. Every hour counts. Fast, reliable data helps the Ministry detect an outbreak early, send teams where they’re needed, and stop a disease before it spreads. These laptops and tablets will help do exactly that. They’ll strengthen Madagascar’s health information system and disease surveillance so health workers can collect, report, and use data faster and more accurately. This support reflects the America First Global Health Strategy. Under this strategy, the United States works directly with partner governments based on country ownership, shared investment, and accountability for results. Together, we’re strengthening Madagascar’s ability to detect and respond to outbreaks quickly though the MOU signed in December 2025. This work protects Malagasy families and the American people. Today also marks a transition. The Data.FI project is ending, but the work will continue. Palladium will continue to carry these same activities forward through a new project, AFGHS Palladium, under the State Department’s Bureau of Global Health Security and Diplomacy. The new project will put an even stronger focus on results. Mister SG, your ministry’s close collaboration with Data.FI made today possible. I hope you will bring the same commitment to this new project. Together, we can deliver even greater results and speed up the transfer of skills to Ministry teams. Our shared goal is to build the ministry’s capacity to lead, manage, and sustain these systems on its own. That is Madagascar’s path to self-reliance. Equipment alone doesn’t stop an outbreak. People do. To the health workers and data managers who will use these tools: thank you for your dedication. To the Ministry: we count on you to put these devices to work quickly, keep them in good condition, and protect the data they hold. That’s how this investment will deliver results for years to come. The United States stands with the Government of Madagascar. We commend the Ministry of Public Health for its leadership. We look forward to continuing our collaboration through AFGHS Palladium and beyond. Thank you. Misaotra betsaka.
iPhone 18 Rumored to Get Larger Battery and Potential Price Increase
Apple's upcoming iPhone 18 will feature a larger battery and potentially a higher price, according to the leaker known as "Digital Chat Station". In a new post on Weibo today, the leaker claimed that the standard iPhone 18 will continue to feature a high-resolution 6.3-inch OLED display with a refresh rate up to 120Hz, the Dynamic Island, and Face ID.
A Successful Summer Transfer Window for Olympiacos: Journalist Comments
New manager Imanol Alguacil revitalises the squad as Portuguese talent Gustavo Sá flashes brilliance and inconsistency, highlighting a transformative period for Olympiacos' ambitious campaign.
Coeur d'Alene Tribe of Idaho receives $2.3M in rural health grants
Bonner General Hospital will receive more than $5.8 million in funding from the Idaho Rural Health Transformation Program to support a new multispecialty healthcare suite and an upgrade to MEDITECH Expanse.
Michigan Opens New Season With 84–68 Victory Over Oakland
Mike Boynton Jr. secures a debut win as transfer J.P. Estrella dominates inside, launching the Wolverines’ title defense ahead of a high-stakes championship rematch against UConn.
Arsenal Maintain Contact Over January Move For Endrick
The Premier League leaders Arsenal are tracking Real Madrid forward Endrick ahead of the January transfer window.
How Jeremy Bloom Is Reinventing the X Games
Jeremy Bloom discusses transforming the X Games into a global league.
Broncos Listed As Trade Option For Colts RB Jonathan Taylor
ESPN insiders link Denver to the Indianapolis superstar as the trade deadline nears, potentially providing the offensive spark needed to secure a postseason run and transform their backfield.
Nature comes to life in ‘MOMIX: Botanica’ at the Schaefer Center on Nov. 12
MOMIX presents Botanica, a visually stunning dance and illusion show exploring nature’s rhythms, at Appalachian State University’s Schaefer Center on November 12. This multisensory performance combines athleticism, inventive props, and atmospheric music to transform dancers into flowers, insects, and fantastical creatures.
Bridging Education and Industry: A Shared Responsibility for Healthcare Workforce Readiness in the Digital Age - Florida Hospital News and Healthcare Report
By Cristina Bermudez, DHSc, MBA The healthcare industry continues to experience significant transformation driven by the growing integration of artificial intelligence (AI), health informatics, and emerging digital technologies. Innovations such […]
Karl-Anthony Towns and Jordyn Woods' GOT Costumes
HBO Max reveals how elaborate prosthetics and special-effects makeup transformed the newlyweds into the Night King and a White Walker.
She Took Over a Failing Business in 1908 and Tripled Its Revenue in Four Years
Rose Knox transformed her struggling Gelatin company into a powerhouse through discipline, customer-focused marketing, and innovation.
Deloitte Forms US Oracle Business Group to Power End-to-End Enterprise Transformation
Deloitte today announced an expansion of its alliance with Oracle with the formation of the Deloitte Oracle business group, bringing together Deloitte's Oracle-focused capabilities across AI, applications, cloud infrastructure, data, cyber and managed services. The new group is designed to help clients modernize their Oracle environments, explore and scale agentic AI deployments — and draw on Deloitte's AI-infused service delivery platform Ascend™ and Deloitte Forward Deployed Engineering (FDE)
Claude the job candidate
AI tools like ChatGPT and Claude are transforming hiring in Virginia, complicating résumé authenticity and interview verification for recruiters.
SRS Altitude names Sullivan North America ART head
SRS Altitude, the alternative risk transfer managing general underwriter of Strategic Risk Solutions, on Tuesday named former Allianz Commercial executive Joe Sullivan head of alternative risk…
Approach made, massive transfer is on the horizon for Liverpool
Liverpool could be on the brink of completing a massive transfer. It's an exciting time around Anfield again. Last season was full of doom and gloom for Liverpool fans as the club stuck with Arne Slot...
Sean ‘Diddy’ Combs’ prison release date moved up following transfer
The disgraced music mogul is now projected to be released in early 2028 following a transfer to a low-security facility in Pennsylvania.
Scientists call on Ecuador to stop the rising trafficking of Galápagos iguanas
Ecuadorian authorities said they caught a Russian woman at the airport in Quito, the capital city, trying to smuggle 32 live marine iguanas, endemic to the Galápagos Islands. The iguanas — bound and stuffed in eight plastic boxes — were headed to Iceland. The dehydrated lizards were transferred to a conservation center in Pichincha for […]
The 7 best movies coming to Netflix in November
Heres whats coming to Netflix this November
A golden age of science is coming
It’s almost hard to remember, but just a few years ago, a lot of very smart people thought that science was in terminal decline. Respected researchers were writing papers with titles like “Are Ideas Getting Harder to Find?”, “Papers and patents are becoming less disruptive over time”, and “Slowed canonical progress in large fields of science”. In 1996, science writer John Horgan even published a book called The End Of Science: Facing The Limits Of Knowledge In The Twilight Of The Scientific Age. The fundamental idea was that the Universe only has so many insights to discover, and that we’ve picked the low-hanging fruit. It was the idea that Joseph-Louis Lagrange expressed when he said that “we cannot find more than once a system of the world to establish.” As the big ideas and the simple ideas get mined out, we’re forced to throw ever more brains at the mysteries of nature just to keep scientific progress going at a fraction of its old pace: It looked like science was hitting a wall. Then along came AI. It’s far too early to tell how much AI will eventually speed up the growth of total factor productivity. But already we can see signs of a speedup in science. Anthropic Founder Jack Clark assembled some of the hopeful data points in a recent lecture: [ Dror Poleg@drorpoleg "If you pick different parts of science, you see the same pattern show up: Progress is accelerating, and it has started to accelerate in the last two years." Jack Clark @jackclarkSF I’m speaking at the IMF in an hour about the singularity and why I believe it has begun and the choices we'll need to make. Watch live here: https://t.co/Hj9HzcXx5h 6:08 PM · Oct 18, 2026 · 21.2K Views 2 Replies · 10 Reposts · 123 Likes ](https://x.com/drorpoleg/status/2111882070376980529) Anthropic is accelerating its investment into drug discovery, and is already announcing some impressive preliminary results: [ BioTender@Junioryu136689 BREAKING: Anthropic unveils early results from six Claude-powered drug development collaborations. • 70% shorter CAR-T signaling domain • ~35,000 antibody designs • >10× tighter antibody binding • 89% less batch-record review time Still largely preclinical. Anthropic @AnthropicAI Over the past few months, Anthropic scientists have engaged in deep research partnerships with six organizations developing new medicines. We've also begun drug discovery efforts of our own. In doing so, we’ve learned much more about how Claude can support the many stages of 9:43 PM · Oct 27, 2026 · 11.2K Views 3 Replies · 24 Reposts · 205 Likes ](https://x.com/Junioryu136689/status/2115197821150495150) Claude also appears to be enabling rapid progress toward a treatment for food allergies. OpenAI, meanwhile, announced a possible breakthrough treatment for neurodegenerative disease. Meanwhile, Google Cloud Chief Scientist Pushmeet Kohli has a list of recent scientific advances that have been enabled by its new Gemini model, including breakthroughs in nuclear fusion reactor design, rare disease research, and quantum computing: [ Pushmeet Kohli@pushmeet Gemini 4 Argon is a step change in model performance. In recent weeks, it has had a transformative impact on the Science projects in our team at @GoogleDeepMind and our external collaborators, and helped make a number of remarkable advances across scientific disciplines. 🧵👇 4:47 PM · Oct 13, 2026 · 36.5K Views 8 Replies · 41 Reposts · 497 Likes ](https://x.com/pushmeet/status/2110049807385702623) But as cool as these stories sound, they’re just very minor, preliminary efforts. There are a number of reasons to think that AI is going to propel us into a golden age of scientific discovery. That age might not last forever — AI might still run into diminishing returns eventually. But the next few decades are probably going to be an absolutely amazing time for human science. The number of “effective researchers” is no longer limited The most important input into science is scientists themselves. Until this year, that meant human brains — talented, highly trained human brains. The number of trained human brains could be increased by sending more people to grad school, but only to a point — the smartest people tend to be sent into the hardest research fields first, and if you 10x the number of researchers, the average quality will go down. This constraint was already starting to bite, as Ekerdt and Wu argued in 2024: We argue that a substantial portion of the downward historical trend in U.S. research productivity is a composition effect resulting from self-selection in researcher ability and the dramatic expansion of the research sector…[W]e find that this composition effect has lowered average researcher ability by between 37% and 53%[.] And of course, low fertility was making the problem worse, because fewer children meant fewer people who were able to become future scientists. AI just blows up this constraint completely. If an AI agent can function as an autonomous researcher, there’s no constraint on the number of researchers in the world — you can just build more of them, by building more computer chips and data centers that enable the running of more AI agents. Whether or not massive hordes of agents can collaborate to solve individual problems much faster, increasing the number of agents allows them to tackle many different research questions in parallel. What’s more, these AI “researchers” can be trained incredibly quickly compared to human beings. A human scientist takes decades to train, and more years to reach the frontier of their research field by diligent reading and conversation. This is the “burden of knowledge”, and it’s commonly believed to be one reason ideas have been getting harder to find — by the time human scientists can get up to speed, they’re often so old that their ideas are no longer novel. AI just annihilates this constraint — it can assimilate the entire literature and reach the frontier of research extremely quickly, and it can also tell human scientists where the frontier lies without forcing them to discover that for themselves. It can also pivot to new research directions more easily than humans can. And there’s also a self-reinforcing economic cycle here. Because scientific advances enable higher GDP, they enable more resources to be invested into the creation of yet more electronic “scientists”. Now that doesn’t mean the amount of scientific research goes to infinity — there may still be some essential bottleneck task that human researchers are still needed to perform. There are some indications that AI’s progress on open-ended conceptual research tasks is slower than in other dimensions, and it may be that humans are still needed to provide some of this long-term conceptual thinking. I’d bet against this being true for much longer, but it might be true for a long time. Even in this most “pessimistic” case, though, the amount of effective capital that scientists can use to leverage their work just went up by a lot. AI eliminates the theory bottleneck Science proceeds by an iterative process of theory and experiment. The theory part of that cycle is typically short, but non-trivial — it took a couple of years after the blackbody radiation spectrum was observed for Max Planck to come up with the quantum hypothesis to explain it, and decades longer before quantum theory as we now know it was created. It took about a year for Watson and Crick to figure out the shape of DNA after the requisite data was gathered. AI will basically eliminate the theory bottleneck entirely — or at least shorten the turnaround time between experiment and theory by an order of magnitude. AI is an absolute beast at math. Recently, an OpenAI model solved some of the most important open problems in computer science, math, and theoretical physics, and no one even batted an eyebrow because that sort of triumph is becoming increasingly commonplace. One of those solutions was a proof that the Standard Model of Particle Physics could be mathematically well-defined — a problem that human theorists had so far been unable to tackle. Not all research relies equally on theory, but understanding novel experimental results almost always involves some important component of either mathematical or spatial reasoning. That part of the task has now been made much, much faster. And on top of that, science is now open to a greater number of humans who aren’t naturally good at theorizing. AI can read the whole literature Much of the work of human scientists involves reading and understanding endless amounts of papers and going to endless conferences and seminars. The purpose of that work is to understand the existing scientific literature. Understanding the literature allows scientists to do the following things: Come up with new ideas for hypotheses to test Avoid doing research that someone else has already done Synthesize approaches from different areas or fields AI can reduce this effort to almost zero. Consider this excerpt from OpenAI’s blog post about their new research into neurodegenerative disease: The team divided the analysis among thousands of AI agents powered by GPT‑Rosalind, an approach we call distributed biological reasoning. The agents examined a whole-brain CRISPR atlas…a dataset showing how gene disruptions affect different types of cells across the mouse brain. Each agent investigated a gene disruption, analyzed cellular responses, searched scientific literature, and proposed explanations for the results. Their reports were combined into a reasoning atlas linking genes, cellular effects, relevant publications, and possible biological mechanisms. The research team estimated that comparable human analysis and literature review, conducted one perturbation at a time, would take months to a year. The agents reproduced findings from human analyses while uncovering additional leads. Their assessments of novelty and scientific value also aligned with judgments from blinded human experts. These findings help prioritize further experiments needed to test the proposed biological mechanisms. Some of these insights point to new leads for understanding brain disease. [emphasis mine] This is one case in which parallel work by a large number of agents really does make a huge difference: [ Haider.@haider1 this is actually insane openai deployed thousands of GPT-Rosalind agents to analyze millions of mouse brain cells in 32 minutes, work that could take human researchers months to a year also the agents uncovered new leads for brain diseases like Alzheimer's and Parkinson's OpenAI @OpenAI GPT-Rosalind surfaced a new lead for drug discovery: could restoring cholesterol transport protect neurons from degeneration? DCTN1 is a gene linked to Perry syndrome, a rare neurodegenerative disorder. In mouse-brain data, disrupting it increased expression of genes involved in 2:41 PM · Oct 21, 2026 · 51.5K Views 26 Replies · 95 Reposts · 1.26K Likes ](https://x.com/haider1/status/2112917197903540516) Not only does instantaneous literature review vastly speed up the research process, but it allows AI to make novel conceptual leaps from combining approaches from wildly different fields of research. AI regularly does this in math research, combining results, approaches, and theorems from far-flung places that no human mathematician would have thought to combine. It can do it in science, too. Much of scientific innovation, historically, has been “recombinant” innovation — scientists applying insights from one field to another. With AI, essentially all research is now cross-disciplinary — AI can read not just the literature on a particular subject, but the literature on a million other subjects that might have produced useful techniques or insights for the problem at hand. Superscience So far, all of the factors I’ve listed are ways that AI can speed up science as it’s already done. I’ve basically described how AI can send gigantic hordes of superhumanly fast, superhumanly well-read, superhumanly mathematically gifted researchers to re-accelerate scientific discovery. But it’s also possible that AI will enable types of discovery — and ways of understanding the natural world — that no network of humans, no matter how large or how brilliant it was or how long it had to work, would ever be able to discover. In a post back in July, I wrote about how that might work: What if there are lots of…aspects of the Universe that [are] too complex to understand in terms of simple laws, but not so complex that they just dissolve into unknowable chaos? It’s possible that we can reliably control these complex phenomena with AI, even if we never reduce them to the kind of principles that we can teach a grad student in a textbook… Another way of saying this is that there may be laws of the universe that humans can’t understand but AI can. I call these “cloud laws” — causal regularities that can be exploited by technology, but which are too diffuse and complex for an individual human being to either intuit or communicate… Perhaps social sciences like economics, sociology, and political science obey similarly complex regularities, and AI can help us find them. Perhaps there are physical processes — plasma, or topological materials, or aerial turbulence, etc. — that obey cloud laws instead of chaos?… [H]uman collaboration is bottlenecked — it’s limited by our ability to intuit patterns at an individual level, and to communicate these patterns from one individual to another. AI, being a computer, just doesn’t have this sort of limitation; it can work with vast, diffuse patterns without having to break them into pieces or simplify them in order to compress them into the tiny pipelines of person-to-person explanation… If much of the Universe turns out to be ruled by cloud laws, we could be on the precipice of a scientific renaissance. In order to discover cloud laws, AI will need huge amounts of data about the natural world. AI figured out human speech by assimilating essentially all of the text humans have ever written. If it’s going to figure out hidden patterns in biology, neuroscience, materials science, etc., it’s going to need similarly massive amounts of data from physical instruments. That data will be far, far more than humans — individually or collectively — would be able to parse, label, characterize, or model. But AI was built to do this. If scientists simply build huge arrays of sensors to measure complex phenomena like the brain, the cell, the economy, etc., they may be able to feed this flood of data to AI directly and bypass human cognitive intermediation entirely. AI would then learn about the world directly, and it might learn things that humans never could. This “superscience”, if you want to call it that, would actually go beyond the kind of science humans have done heretofore. Many of the technologies it yielded would be beyond human comprehension — indistinguishable from magic. But to the AIs, they would make perfect scientific sense. In any case, it seems clear that the scientific slowdown that threatened human progress will now be delayed — at least for a while. Unless humans have somehow found most of the actual exploitable regularities in our Universe, we’re about to enter a new golden age of science. Subscribe Share
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