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After pushback, the Dutch reverse course and withdraw from Eurovision again
The Netherlands is withdrawing from participating in the Eurovision Song Contest, reversing a decision in September to return to the show. NPO, the umbrella organization for public broadcasters in the
Mercy Health Foundation awards life-saving equipment to Heartland organizations
Mercy Health Foundation Southeast awarded nine automated external defibrillator devices to Heartland organizations and non-profits.
Red Wings Executive Makes Troubling Admission About Dylan Larkin’s Future
Red Wings executive Jimmy Devellano admits Dylan Larkin still wants to leave Detroit despite the organization's attempts to repair their relationship.
What is Shamonda, the livestock virus found for the first time in a person in France?
The first known human case of Shamonda virus was reported by France on Thursday. The patient has died, but the World Health Organization says that it is considered to be an isolated case so far and that there is no broader risk to the general public.
Empower Your Most Curious Employees to Drive Your Digital Transformation
Leaders seeking to turn AI’s promise into business value often overlook employees already experimenting with emerging technologies. These “digital wayfinders”—frequently younger, junior employees but defined by their exploratory approach rather than their age—can reveal new possibilities, challenge established assumptions, and accelerate digital transformation. Indeed, research involving almost 10,000 leaders across 108 countries suggests that organizations making greater progress are more likely to engage these employees. But these employees’ tendency to experiment without permission and challenge established thinking candidly can also send promising initiatives off track and alienate leaders. To channel their contributions productively, leaders should build candid, two-way communication; remove unnecessary bureaucracy while establishing clear business and ethical guardrails; and provide “air cover” through visible sponsorship and support and opportunities to influence consequential decisions.
Pirates Top Draft Pick Has ‘Full Belief’ in Organization
Derek Curiel has the utmost confidence in the Pittsburgh Pirates organization.
Redesign Health, ARC Global merge in $2B deal to accelerate health system innovation
Redesign Health is making a major push deeper into health system-led innovation, merging with Sheba Medical Center’s innovation arm ARC Global. | The three organizations—Redesign Health, ARC Global and AVIA—work with more than 100 health systems on five continents, and the companies and products built across their networks have reached more than 100 million patients worldwide.
PAHO and Special Olympics International sign framework agreement to advance inclusive health for people with intellectual and developmental disabilities
Washington, D.C., 26 October 2026 (PAHO) — The Pan American Health Organization (PAHO) and Special Olympics International (SOI) have signed a Framework Agreement to strengthen cooperation on health systems that are inclusive of people with intellectual and developmental disabilities (IDD) across the Region of the Americas.
Henrico apartment complexes sell for $143M
Two Henrico County apartment complexes sold for $143 million to Solomon Organization, which plans renovations and operational improvements
High-level dialogue on One Health
On One Health Day, observed every year on 3 November, WHO/Europe will convene a high-level dialogue in Brussels with the Food and Agriculture Organization of the United Nations, United Nations Environment Programme and World Organisation for Animal Health, alongside European institutions, technical agencies and strategic partners.
Indianapolis Foundation marks 110 years with donations to youth organizations
Five nonprofits dedicated to supporting Indianapolis-area youth each received grants aimed at strengthening mentorship and youth development work.
Franciscan Health receives stuffed animals for pediatric patients across Northwest Indiana
NORTHWEST INDIANA — Pediatric patients in Franciscan Health emergency rooms, pediatric inpatient units and outpatient surgery centers in Michigan City, Chesterton, LaPorte, Dyer and Munster will now have stuffed animals to help make their hospital experience a little more comfortable, thanks to a donation by The Eva Martin Project. Representatives from The Eva Martin Project recently donated more than 1,400 new stuffed animals to the nonprofit Catholic healthcare system during a drop-off at Franciscan Health Michigan City. Each item has a tag with the organization’s logo and a QR code with a personal message on the back. The nonprofit organization
Faculty in the College of Behavioral, Social and Health Sciences earn national honors across disciplines
Faculty members in the College of Behavioral, Social and Health Sciences (CBSHS) have received national honors from professional organizations across
Evaluating DJ Herz After Bouncing Back from Injury with Nationals
After making his first MLB appearance in nearly two years, what should the Washington Nationals expect from DJ Herz in his third season with the organization?
Cisco chief found a 27-year-old ex-founder ‘buried away in the organization doing something unstrategic’—now the Gen Zer is rewriting 98% of its code
Meet Paddy, the 27-year-old Cisco’s president calls an “energizer bunny.” He’s been given unlimited AI tokens and told to “go nuts.”
LEGO Convention coming to Charleston, will support nonprofit organization
Brick Convention, a LEGO fan event, is making a stop at the Vandalia Health Convention Center in Charleston, they announced in a news release Oct. 28, 2026. The convention will be held Feb. 20-21, 2027.
National Maternal Mental Health Accelerator Hosts Inaugural Member Convening - Policy Center for Maternal Mental Health
This week marked a watershed moment for maternal mental health as the National Maternal Mental Health (MMH) Accelerator held its inaugural member convening. Led by Founder Joy Burkhard, CEO of the Policy Center for Maternal Mental Health, the Accelerator has united over 140 organizations to drive systemic change and expanded access to appropriate care by 2030.
New Spokane alliance drives life science growth
Spokane-based organizations Greater Spokane Incorporated, LaunchPad Inland Northwest Foundation, and Health Sciences & Services Authority of Spokane County are partnering with Seattle-based Life Science Washington to expand access to resources and support for life science entrepreneurs in the…
Preparing for what’s next: Nursing insights on Future Ready Healthcare
New 2026 survey findings reveal how nurses view workforce sustainability, AI adoption, and patient communication, offering practical insights into what it takes to build a future-ready healthcare organization.
World News in Brief: Aid for Ethiopia, Abyei drone strikes condemned, extreme heat and newborn health
The World Health Organization (WHO) is scaling up emergency health response operations across Afar, Amhara and Tigray in Ethiopia to address growing humanitarian and health needs resulting from ongoing hostilities.
Drake University students say civility comes from open-minded conversations
Drake University students involved with political student organizations discussed political civility on a panel Friday.
Aspen Science Center works to bring more science education to the region for all ages
Carbondale-based nonprofit the Aspen Science Center has expanded programming throughout local valleys, for residents of all ages, over the past 20 years. This story is part of our “On the Ground” radio series that highlights solutions to local and global issues from Roaring Fork and Colorado River valley organizations.
Dr. Daniel Edney named president of national public health organization
State Health Officer Dr. Dan Edney will lead the Association of State and Territorial Health Officials for a one-year term while continuing to lead the Mississippi State Department of Health.
Tremont voters will head to the polls on Nov. 3
TREMONT — After the Select Board rejected to recommend the RSU reorganization plan, voters will have the opportunity to follow suit or approve it.
Oregon to increase 2027 payments to care organizations for Health Plan members
Next year, Oregon will pay an average of nearly $630 more per member every month to the organizations arranging providers for the vast majority of Oregon’s 1.4 million Medicaid members […]
Global Health & WASH
The US National Institutes of Health reopened its center and program-project machinery in force. NIGMS is funding Collaborative Program Grants for interdisciplinary teams, NIAID opened both its Immune Tolerance Network and a next-generation R&D call, the NCI runs its Carcinogen Hazard Assessment Monographs program, the National Library of Medicine is funding institutional training in biomedical AI and data science, and NIH reopened its Centers for AIDS Research. The tell: these pay for standing centers and multi-year consortia at institutions with an existing funded research base, not one-off projects, so the fit is an established US research institution, not a single investigator. Disease-specific foundations are again funding the researcher, not just the research. The Parkinson’s Foundation opened its Paul Oreffice Innovations in Care Award and the National Ataxia Foundation its Research Seed Money Grant. The tell, the same one we flagged last cycle, is a named early-career or seed award that builds a pipeline of scientists committed to one condition, so what wins is a researcher willing to specialize. The post-USAID global-health money is routing through a State Department program statement and multilateral innovation funds. The US Department of State’s Bureau of Global Health Security and Diplomacy opened its Advancing Global Health Annual Program Statement, Grand Challenges Canada opened Nexa Lighthouse for climate and health innovation in Asia and the Pacific at USD $250,000 to $2,000,000, and CEPI opened a rolling call on vaccine-manufacturing analytics. The tell: the largest health money this cycle sits in a standing program statement and in staged innovation vehicles, not in a single bilateral grant. Total Estimated Funding Pool: ~$35.4M across discrete grants. (Separately, large national-formula envelopes not counted in this total: U.S. Department of State, Bureau of Global Health Security and Diplomacy (GHSD).) This post is for paid subscribers. This helps support the time and effort it takes to curate and organize these opportunities. Subscribe To keep this accessible to everyone who needs it, we’re happy to offer pay what you can rates. You can find more details here. New opportunities: Paul Oreffice Innovations in Care Award, Parkinson’s Foundation. *New!* *Closing soon!* The Parkinson’s Foundation created the Paul Oreffice Innovations in Care Award to fund clinicians rethinking how people with Parkinson’s disease receive care. The Foundation is using pilot funding to move promising ideas into testable projects, backing work across four lanes: strengthening community clinician capability, redesigning care models, building patient-centered technologies, and defining the minimum clinical datasets that make better standards possible. It wants hypothesis-driven, clinically grounded projects that can generate evidence strong enough to attract further funding. By opening the door to clinicians at every career stage and strongly preferring projects that involve people with Parkinson’s in their design, the Foundation signals that it values practical, patient-shaped innovation over prestige. The strongest fits are US-licensed clinicians with a focus on Parkinson’s and an institutional home for applied care research. Geographies: united states. Who can apply: Clinicians of all career stages, from fellows to established faculty, who are licensed to care for patients in the United States and have a significant focus on Parkinson’s disease. Physicians must have completed a neurology residency (or justify how their training pathway benefits people with PD); allied health professionals must hold an advanced degree, typically a PhD. Fellows, those in mentored positions, and those within two years of starting an independent position require a mentor and a mentor support letter. The sponsoring institution’s grants office is the authorized recipient and funds are disbursed to the institution. Funding amount: Maximum of $200,000 over two years; up to three awards. Targeted Sectors / SDGs: Health; Innovation; Science & Technology. Deadline: November 1, 2026. Learn more and apply here. Design and Deliver the Next EIT Health Bootcamps, EIT Health. *New!* *Closing soon!* EIT Health is opening its call for consortia to design and deliver the next generation of its health start-up bootcamps, funding the curriculum, masterclasses, mentoring, and investor engagement that turn early health ventures into fundable companies. The organization is using these learning paths to strengthen Europe’s health innovation pipeline across digital health evidence, deep tech and AI commercialization, cross-border investment, and patient access. What EIT Health wants to back is not a single course but durable delivery capacity built by partners who span industry, education, and research. Requiring multi-country consortia and a revenue-sharing stake in the programs signals that EIT Health expects these bootcamps to outlast the grant. The strongest fits are established training providers, universities, and industry partners with proven reach into health entrepreneurs. Geographies: Europe. Who can apply: Consortia only (individuals cannot apply), comprising a minimum of two and a maximum of five independent legal entities. Partners must cover at least two sides of the Knowledge Triangle (industry, education, research), including at least one industry organisation, and at least two entities must be legally established in different Horizon Europe countries. Funding amount: Foundational Learning Path: up to EUR €112,000; Thematic Learning Paths: up to EUR €124,500 per path (up to four thematic projects); up to EUR €610,000 total EIT Health funding available under the call. Targeted Sectors / SDGs: Health; Innovation; Science & Technology; Economic Development & Livelihoods. Deadline: November 2, 2026. Learn more and apply here. Technology Transfer Offices & Entrepreneurship Support Call (Beyond the Lab: From Research to Venture), EIT Health. *New!* *Closing soon!* EIT Health is opening its Technology Transfer Offices and Entrepreneurship Support Call to fund consortia that will deliver the Beyond the Lab: From Research to Venture program for healthcare researchers. EIT Health is using the grant to build local capacity for turning laboratory science into incorporated start-ups, paying experienced technology transfer offices and entrepreneurship support providers to run masterclasses, structured mentoring, and a closing Pitch Day across two cohorts. It wants to back organizations that can walk researchers from discovery to company formation, not just teach theory. Requiring two transfer offices plus one venture-building provider signals that EIT Health values proven commercialization experience alongside academic reach. The strongest fits are European research-commercialization teams with a track record of moving health innovations toward investable ventures. Geographies: Europe. Who can apply: A consortium of two Technology Transfer Offices (representing higher education institutions or research organisations) and one Entrepreneurship Support Provider with demonstrated experience in venture building and start-up support. Applicants may apply for more than one learning path where they can demonstrate the required expertise and capacity for each. Funding amount: Up to EUR €77,000 in 2027 and up to EUR €77,000 in 2028 (up to EUR €154,000 total per consortium over two years). Targeted Sectors / SDGs: Health; Innovation; Science & Technology; Economic Development & Livelihoods. Deadline: November 2, 2026. Learn more and apply here. EIT Health RIS Country Representatives Call (2027-2028), EIT Health. *New!* *Closing soon!* EIT Health is seeking organizations to serve as Country Representatives across eleven Regional Innovation Scheme countries in central and eastern Europe for the 2027 to 2028 period. The money funds a national anchor in each country, an organization that maps the local health innovation ecosystem, connects startups and researchers to EIT Health programs, and builds the stakeholder relationships that let health ventures grow. EIT Health is backing local capacity rather than individual projects, which is why it accepts both single organizations and national consortia that span education, research, and industry. The requirement for co-financing signals that it wants representatives already embedded in their national systems. The strongest fits are established ecosystem builders with deep ties to health innovation stakeholders in one eligible country. Geographies: Croatia; Czech Republic; Estonia; Greece; Hungary; Latvia; Malta; Romania; Serbia; Slovenia; Turkey. Who can apply: Registered legal entities established in one of the eligible EIT RIS countries. Single organisations or national consortia may apply. Consortia must include at least two sides of the Knowledge Triangle (education, research and industry), and all consortium partners must be established in the same eligible country. Suitable applicants have demonstrated experience in healthcare innovation ecosystem development, innovation support and entrepreneurship, start-up acceleration, technology transfer, research and higher education, business support, and stakeholder engagement, with strong links to national innovation stakeholders. Funding amount: Up to EUR €182,000 per Country Representative (maximum funding per project); total call budget up to EUR €1,274,500; EIT Health funds up to 60% of total eligible project costs. Targeted Sectors / SDGs: Health; Innovation; Science & Technology; Economic Development & Livelihoods. Deadline: November 2, 2026. Learn more and apply here. Architects of Trust: Community-Driven Demand Creation for New TB Vaccines, Treatment Action Group (TAG). *New!* *Closing soon!* Treatment Action Group, with funding from Wellcome, is opening its Architects of Trust call to help communities prepare for the new tuberculosis vaccines now moving through late-stage trials. The money backs civil society and community-based organizations to raise awareness, surface local questions and concerns, and press policymakers toward equitable national rollout. By pairing each grantee with an advocacy mentor and running a strategy workshop alongside the Global TB Vaccine Forum, Treatment Action Group is building a durable advocacy bench rather than funding one-off outreach. The two-stage design, starting with a short expression of interest, signals that fit and community rootedness matter more than polished proposals. The strongest fits are locally trusted groups with real TB, immunization, or health advocacy experience and a committed project lead. Geographies: Brazil; Ethiopia; India; Indonesia; Kenya; Malawi; Mozambique; Nigeria; Peru; Philippines; South Africa; Tanzania; Vietnam; Zambia. Who can apply: National, subnational, or regional civil society organizations (CSOs) or community-based organizations based in one of the 14 eligible countries or in Eastern Europe/Central Asia regional networks, with experience in TB, immunization, or other health advocacy and in community engagement or policy advocacy; well integrated into stakeholder networks with membership or affiliation to other CSO or community networks; naming a dedicated project lead (’architect of trust’) who can attend the April 2027 Zaragoza forum in person; and holding (or committing to adopt) organizational policies on safeguarding (bullying, harassment, abuse, and harm), equity, diversity and inclusion, and legal compliance, research practice and governance. Funding amount: Grants of up to US$45,000 will be awarded to 8 CSO partners across 14 high-TB-burden countries plus regional networks in Eastern Europe and Central Asia; each grant funds 12 months of work. Targeted Sectors / SDGs: Health; Governance; Policy & Advocacy. Deadline: November 4, 2026. Learn more and apply here.
Attackers kill nurse, severely injure health worker responding to Ebola case in eastern Congo
BUTEMBO, Congo (AP) — A nurse was killed and a health worker severely injured after being attacked while responding to an Ebola alert in Congo, according to the World Health Organization.
Mid-Columbia Ballet prepares for 50th anniversary of "The Nutcracker"
RICHLAND, WA. — For 50 years, the Mid-Columbia Ballet has brought the holiday classic The Nutcracker to audiences in the Tri-Cities. This year, the organization is celebrating that milestone with 144 dancers, new costumes and months of preparation to bring the beloved production to life. The annual performance is a major undertaking for the dancers, instructors and volunteers who work behind the scenes to make the show possible. Rehearsals span 13 weeks, with dancers practicing four days a week for multiple hours at a time.This year’s production will feature new costumes for the Waltz of the Flowers, including a sequence with as many as 25 dancers on stage at once. The show also brings together performers across generations, including adults who have been part of the production for more than 20 years. For Artistic Director Debra Rogo, the preparation begins long before the curtains open.Rogo has been involved with the Mid-Columbia Ballet for 40 years and says planning for The Nutcracker takes place throughout the year. While organizing a production of this size requires significant time and effort, she says watching young dancers grow and develop a passion for ballet makes it all worthwhile. “It’s why I do this,” Rogo said. “It is overwhelming ina good way. To be able to share into their lives and watch them develop a love of this art form and the hard work … it makes me very proud.”Rogo’s decades of involvement reflect the lasting impact the production has had on the local dance community. For many performers, The Nutcracker is more than a seasonal performance. It is an opportunity to build skills, create relationships and become part of a tradition that continues year after year.While the dancers spend weeks rehearsing their routines, a large team of volunteers works behind the scenes to support the production.More than 100 volunteers are involved this year, helping make the performance possible. Their contributions reflect the range of people who come together to support the arts in the Tri-Cities.Randy Haven, a longtime volunteer, says the sense of community is one of the things that makes the experience so special.“The people that you hear volunteering, it’s incredible,” Haven said. He described seeing people from different backgrounds working together backstage, from employees at Hanford to parents raising large families.Haven says that shared commitment creates a family-like atmosphere among the people involved in the production. For Rebecca and Torrie, the Mid-Columbia Ballet has been part of their lives since childhood. Both began dancing with the organization at age seven and have since returned as teachers, helping introduce the next generation to the art form.Their connection to the ballet has continued into their adult lives, creating an opportunity to share their love of dance with younger performers.Torrie now has three daughters performing in The Nutcracker, giving her the chance to watch them experience a tradition that was also part of her own childhood.Being able to see her daughters participate in the production has made the experience especially meaningful, she said.Although audiences can see productions of The Nutcracker in major cities such as New York and Seattle, those involved with the Mid-Columbia Ballet say the local performance offers something distinctive.The community atmosphere allows audiences to experience the production while supporting local performers and the people who dedicate their time to the arts.Rebecca says experiencing a live performance alongside other people is particularly meaningful in a world where so much time is spent looking at screens.She believes live art gives people an opportunity to connect with one another through a shared experience.The ballet’s production also gives local dancers the chance to perform for their community while continuing a tradition that has been part of the Tri-Cities for five decades. When to see ‘The Nutcracker’ in RichlandThe Mid-Columbia Ballet will present its 50th-anniversary production of The Nutcracker Dec. 10 through Dec. 13 in Richland.Tickets go on sale Nov. 1. Audiences can look forward to seeing 144 dancers, new costumes and the work of more than 100 volunteers come together for the holiday production.COPYRIGHT 2026 BY APPLE VALLEY NEWS NOW. ALL RIGHTS RESERVED. THIS MATERIAL MAY NOT BE PUBLISHED, BROADCAST, REWRITTEN OR REDISTRIBUTED.
Sun Prairie arts organizations receive county grants
Dane County Executive Melissa Agard and the Dane County Arts and Cultural Affairs Commission have announced that 70 grants totaling $96,750 have been awarded to local organizations supporting arts, history,
Boeing honored for commitment to Arizona education, workforce development
The Boeing Company’s efforts to strengthen Arizona’s talent pipeline and prepare students for careers in aerospace and advanced manufacturing earned the company statewide recognition last week from Education Forward Arizona. Boeing received the organization’s North Star Award at its annual “An InspirED Evening” celebration Oct. 21 at the JW Marriott Scottsdale Camelback Inn. The award […]
Faculty in the College of Behavioral, Social and Health Sciences earn national honors across disciplines
Faculty members in the College of Behavioral, Social and Health Sciences (CBSHS) have received national honors from professional organizations across
Penguins Face a Trade Decision as Rebuild Gets Complicated
The Pittsburgh Penguins could be looking at some tough calls as a potential rebuild looms on the horizon for the organization. The post Penguins Face a Trade Decision as Rebuild Gets Complicated appeared first on HEAVY.
Bon Secours Mercy Health to acquire majority stake in Surgery Partners in $5.7B deal
Bon Secours Mercy Health is acquiring a majority share in healthcare services company Surgery Partners in a take-private deal valuing the acquiree at $5.7 billion, the organizations announced Monda | The pending deal values the short-stay surgical platform at $5.7 billion, and is the latest example of large health systems' push to build out their ambulatory networks.
Small business AI forum makes stop in Raleigh
The U.S. Chamber of Commerce hosted a small business AI forum in Raleigh on Thursday as part of the organization’s six-week tour across 20 states.
Daniel Edney, MD, State Health Officer for Mississippi, Announced as Next ASTHO President
/PRNewswire/ -- The Association of State and Territorial Health Officials (ASTHO) named Daniel Edney, MD, as the organization's 84th president. Dr. Edney,...
Closely watched US House race shifts in favor of Alabama Democrat, political forecaster says
Several other organizations still rate the district in Republicans’ favor, but say it’s close to a tossup.
Noteworthy Arms to Consider as Padres Offseason Acquisitions
The San Diego Padres' pitching staff was one of many highlights for the organization in 2026, headlined by a remarkable turnaround from the starters after the All-Star break. With the late-season returns of Nick Pivetta and Joe Musgrove from the injured list, San Diego's front office still remains focused on acquiring additional starting pitching for …
Ryan Braun savoring visit to Milwaukee, relishing Brewers' run
Ryan Braun played his entire career with the Brewers and remains closely connected to the organization.
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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