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Exhumed recounts the true story of America’s first vampire
Science, history and fear intersect in a new book from award-winning podcast creator Aaron Mahnke
The Sediment Of Culture Shapes Political Order
Governing systems are effective when power, ideology and deep culture are aligned.
Doctor says time outdoors can support physical and mental health
Spending time outdoors can have powerful physical and mental health benefits, according to a doctor. Even a short daily dose of nature can ease anxiety and boost overall well-being.
Doctor says time outdoors can support physical and mental health
Spending time outdoors can have powerful physical and mental health benefits, according to a doctor. Even a short daily dose of nature can ease anxiety and boost overall well-being.
Doctor says time outdoors can support physical and mental health
Spending time outdoors can have powerful physical and mental health benefits, according to a doctor. Even a short daily dose of nature can ease anxiety and boost overall well-being.
‘Business is booming, and jobs are still being cut’: Ursula warns workers as Amazon’s record margin follows more layoffs
Amazon cut about 250 more jobs this week, then reported its highest operating margin ever.
Cameron Boozer posts first career NBA triple-double
Former Duke star Cameron Boozer posted his first career triple-double Thursday against the Trail Blazers as the Grizzlies improved to 5-0.
Jay Craven: When Sandman Sims Came To Town
I was taking down my podcast set-up at the Co-op last Saturday when I saw pioneering St. Johnsbury bookseller Caroline Demaio, my longest running friend in the Northeast Kingdom. She
Which political party is better for your pocketbook?
Personal income grew 2.8% when Republicans controlled the White House vs. 3.1% when Democrats were in charge.
Grizzlies rookie Cameron Boozer becomes second-youngest player in NBA history to record triple-double
Cash flow management gets real-time data for lending
Cash flow management is moving into lending as Intuit uses real-time QuickBooks data to grow loans from $400 million to nearly $7 billion.
Two Dans, three Bobs: Alaska Senate controversy evokes 2024 WA fiasco
In Washington, the same-name scenario played out in 2024 when three-term Attorney General Bob Ferguson entered as the odds-on favorite in the race for governor.
General Dynamics tops quarterly estimates on robust Gulfstream, marine bookings
Oct 30 (Reuters) - General Dynamics on Friday beat Wall Street expectations for third-quarter profit and revenue on strong bookings in its Gulfstream business jet and shipbuilding units, sending the defense contractor's shares up about 4% before the bell.
Science Begins With Wonder and Sometimes With a Salamander.
The Bar Harbor Story is generously sponsored by the Don & Beth Straus Center at Birch Bay Village. BAR HARBOR—The children had come to see the axolotls, those odd little salamanders with pink frills around their heads and the remarkable ability to grow back what they lose. But also there were stickers. There were crafts. There was the kind of excitement that makes a roomful of kindergarteners forget, for a little while, that sitting still is ever a requirement. And then there were the animals themselves, alive in their clear cases at the MDI Biological Laboratory, where 12 children from Pemetic Elementary School got to meet the creatures they had been learning about in class. “Do you love them?” their teacher, Carol Null, asked. The answer came back in a chorus. “I do!” “I do!” “I do too,” Null said, smiling. “I love them even more now.” That was the thing about a day at the lab. Science was no longer a picture in a book, or a word on a classroom wall. It had a face, a tail, and a set of extraordinary powers. And for a child, sometimes that is where wonder begins. Sometimes learning about science is about stickers. Sometimes it’s about bright pink feathers and getting super excited about that glow in the dark. Sometimes learning about science is joy—pure and simple joy. That’s how it was October 28 at the MDI Bio Lab as Miss Hannah (known in the lab as Dr. Hannah Lust, director of STEM, undergraduate and graduate Training), other scientists, graduate students, and MDI Bio Lab staff, hosted 12 students from Carol Null’s Pemetic Elementary School’s kindergarten class. The 2.5-hour program created by Dr. Lust focused on axolotls, a species of mole salamanders, a superhero in the animal world: a superhero with some scientific-study worthy superpowers. One of those superpowers come from the axolotls’ ability to regenerate body parts, including entire limbs. But also, they’re cute. This fall, before coming to the internationally renowned lab nestled in Salsbury Cove, Null has been integrating axolotls into her class. They’ve been part of the kids’ vocabulary and their storytelling. They’ve been part of science. They’ve been part of the children’s learning about facts vs opinions. The Pemetic Elementary kindergarten students learn about invasive species and the impact on the ecology and one student related it to their dad, who lobsters, and his worries about green craps, an invasive species in Maine. “Are they bigger or smaller than you thought they’d be?” the children are asked after the scientists show them multiple see-through cases of axolotls, lined up on a table that they’re told not to jiggle. “Bigger!” “I think they’re bigger.” “Smaller!” The bio lab opening its doors to the collaborations and to students and families is a norm, but this is the first program of this kind. It’s meant to encourage kindergarten students about axolotls. But when the students come to the bio lab something else happens too—something beyond Null’s child-focused teaching—the students see science—and the regenerating creatures in real life. They do crafts. They speak with them. They meet people who know all about them: scientists and educators who talk to the kids like they’re equals. That’s a superhero power, too. Null speaks about meeting the kids where they’re at in her classroom, letting their interest and hearts lead her in their learning. That requires recognition of interests, of individuality, of empathy. Some would argue that’s a super power, too, but it’s also in those 12 students as they listen to the storybook, encounter those live axolotls, and hear about how axolotls might help advance society’s understanding of human health. As Eddie Seckeler (comparative animal models, CORE facility manager), carefully puts the axolotls on a cart and rolls them away, some of the children stop what they’re doing to watch. “Bye axolotls.” “Bye!” “Bye!” The axolotls are not just images in a book, Hello, I’m an axolotl by Hayley and John Rocco; they are real and cool. MDI Biological Laboratory scientists Dr. Prayag Murawala and Dr. James Godwin who both feature in the Roccos’ book. The kindergarteners get to meet them in real life, off the page, in the world, doing science. They learn from them, laugh with them. “The visit is about more than meeting an unusual animal. By introducing children to scientists working in their own community, the experience helps make science tangible and accessible. Students can see that science is not just something they read about in books or learn about at school. It is something real people do every day by asking questions, making observations and working to understand how the world works,” explains MDI Biological Laboratory Director of Communications Rebecca Woods. While the students make axolotl-related crafts around tables, graduate students and staff help out. Ryan holds up his construction paper setting and axolotl to show Omar Maged, a graduate student. “Do you like it?” Ryan asks, eyes wide, turning from his axolotl to look up at Omar. Omar studies the construction paper for a moment, smiles and says definitively, each word important. “It is beautiful.” Null says that she’s so thankful for all the “amazing” community partners that her school and her students get to interact with as they learn and grow and live, but emphasized how the MDI Bio Lab goes out of its way to create something meaningful, something that allows her young students to build their own agency, to know that they can be impactful in their community, to show them how how things they learn about in text is connected to themselves and their community. Woods explains, “Axolotls have an extraordinary ability to regenerate, or regrow, certain body parts, including limbs. Scientists study these animals to understand how regeneration works and what their biology might teach us about tissue repair and healing in humans.” The children enter the space for “a memorable introduction to a big scientific question,” Woods said. “How can some animals regrow body parts? The encounter encourages children to look closely, wonder about what they see and begin to understand how scientists use observations and experiments to investigate questions.” “For the students, the visit is an opportunity to explore a fascinating animal and meet scientists in their own community,” Woods explains. “For MDI Biological Laboratory, it is a chance to share the excitement of research, nurture curiosity, and help young learners discover that science begins with asking questions.“ At the beginning of the school year, Pemetic kindergarteners didn’t know what the axolotl was—at least not exactly—now they know all about the axolotl’s life cycle. “It’s different than a butterfly,” one student told Mrs. Null. It is. The change and knowledge might seem small**,** but it offers a glimpse of what happens when a subject moves beyond the pages of a book and into a child’s world. The children have been learning about butterflies at the Charlotte Rhoades Park and Butterfly Garden. At both the garden and the MDI Bio Lab, the children see the animals, meet the scientists who study them and at the lab encounter a question that researchers are still working to answer: how can some creatures regenerate body parts, and what might that teach us about healing in humans? They leave with gift bags, paper-plate salamanders, new things to wonder about and a connection between the science they learn in school and the work happening in their own community. The axolotls may be remarkable for their ability to grow back what they have lost. For these young students, the day offers something different: a chance to discover how much there is to ask, observe, and imagine. When Null’s students had time to use chalk and draw whatever they want, in the beginning of the year, they drew rainbows. Now? They’re using that chalk and choosing to draw axolotls instead. About MDI Bio Laboratory For more than 125 years, MDI Bio Lab has been a center for training and research in comparative biology. In the last two decades its biomedical research has focused on aging, regeneration, and environmental toxins. The Laboratory houses 11 research groups staffed by an international team of world-class scientists and graduate students. It also leads a statewide network of colleges, universities and research institutions that collaborate to provide training, research experiences and financial support to help young Mainers play a bigger role in today’s biomedical revolution. Located on Maine’s rugged coast, the Laboratory’s 100+ acre campus houses research facilities, cottages and dorms that house visiting scientists and students. It is also home to MDI Bioscience, a subsidiary working to design innovative techniques to speed the drug discovery process. The Bar Harbor Story is generously sponsored by Rick Osann Art. LINKS TO LEARN MORE NIH INBRE MDI BIOLOGICAL LABORATORY Pemetic Elementary School Hello, I’m an Axolotl Photos: Carrie Jones/Bar Harbor Story HELP SUPPORT THE BAR HARBOR STORY When we started The Bar Harbor Story, we didn’t know if anyone would read it. But you showed up. You shared. You sent tips. Now—over 400,000 views every month later—it’s clear: people here care about their community and each other. We’ve kept everything free because news should never be out of reach, but every one of our stories takes time to write, and your support keeps The Bar Harbor Story going. If you value our work, please consider a paid subscription, a founding membership, or a sponsorship. It truly helps us cover one more meeting, tell one more story, shine one more light. Even $5 a month makes a difference. Click here to become a one-time supporter now. Thank you so much for being here. Founding member information can be found here. Have questions about sponsorships? Just send Shaun an email at sfarrar86@gmail.com, he’d love to hear from you. Subscribe Share Bar Harbor Story Share Leave a comment
Hyatt Announces Redesign of Hyatt Leverage Business Travel Platform
Hyatt Hotels Corporation announced it has redesigned its Hyatt Leverage business travel program, along with enhancements to the booking and administration
The Apple Pencil turned the Duo into my new favorite notebook
An expensive new way to doodle.
Lenovo Googlebook 15 review: Your Android phone's new best friend
Despite Lenovo providing excellent hardware for Google’s new laptop platform, Googlebook OS will only impress Android die-hards.
These Airlines Have the Best Business Class Seats, According to Experts—With Suites, Lie-flat Beds, and Gourmet Dining
Travel experts reveal the best business class seats on seven airlines, from private suites to lie-flat beds, plus what to check before booking your next flight.
Cameron Boozer is the youngest player to post a …
Cameron Boozer is the youngest player to post a …
🏈 Y! Sports AM: Brady the broadcaster
Tom Brady appears to be finding his stride in the booth.
Brewers fans bring World Series spending to businesses near Lambeau Field
The Brewers’ World Series run boosted business for Green Bay-area bars and restaurants, adding crowds and spending during an already busy Packers season.
Apple takes “monumental step forward” with first touchscreen MacBook
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Male Insecurity Over Penis Size Is a Booming Business
“Manhood,” a new documentary about “girth enhancement,” explores how wellness professionals are encouraging men to undergo increasingly extreme procedures to be sexually desirable.
Birdbrained Science: Boo-ology and other spooky science facts
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'Things that Go Boom in the Night' at King's College sparks kids' curiosity about science
Children explored hands-on science at King's College's 27th annual “Things that Go Boom in the Night," featuring Halloween-themed experiments.
Lyle Goldstein discusses naval politics in book on China-Russia quasi-alliance
On Tuesday afternoon, students, faculty and community members convened in the Pickering Room of Hubbard Hall to hear Senior Fellow at Brown University’s Watson Institute for International and Public Affairs Lyle Goldstein lecture on his newly released book co-authored by Vitaly Kozyrev, ”The New Cold War at Sea: Maritime Implications of the China-Russia Quasi-Alliance.” He […]
Book Review: An Optimistic Defense of Uncertainty in Science
In "It Could Be Otherwise," Stuart Firestein pushes back against determinism by embracing possibility and curiosity.
Cameron Boozer sets a historic triple-double record to beat LeBron James
Cameron Boozer has already made history in his fifth NBA game.
Multivitamins boost key vitamin levels, but do they improve your health?
A scoping review of 157 clinical trial reports found that multivitamins consistently improved circulating levels of folate, vitamin B6, and vitamin B12, while other nutritional and clinical effects varied by formulation, population, and baseline nutritional status. Selected prenatal and cognitive outcomes improved in some trials, but evidence for cardiovascular disease prevention was largely negative, and the review could not establish the overall certainty of clinical benefits.
Phoenix food vendor gets unexpected business boost after bank employees rescue him from storm
FOX 10 Phoenix reports on the heartwarming moment PNC Bank employees helped longtime food vendor Hilario Cruz Cruz and his cart escape powerful winds and hail. (Credit: FOX 10)
Neil Garg named recipient of the 2026 Science and Education Pioneer Award
Distinguished Professor Neil Garg has been named the recipient of the UCLA College, Division of Physical Sciences’ 2026 Science and Education Pioneer Award for his contributions to science and education. He will be honored at Exploring Your Universe, UCLA’s free science festival, on Sunday, Nov. 8, in the Court of Sciences. The ceremony and Garg’s remarks will take place at noon in Young Hall CS50, and will be livestreamed here. He will also give a family-friendly lecture, “Organic Chemistry in the Movies”, at 3 pm in Young Hall CS76. The Pioneer Award recognizes individuals who have made significant contributions to science and inspired public engagement with science education, particularly among young people. Previous award recipients include astronaut and UCLA alumna Dr. Anna Lee Fisher (2017), mathematician and UCLA alumna Danica McKellar (2018), actress, author and neuroscientist Dr. Mayim Bialik (2019), Nobel Prize-winning astrophysicist Andrea Ghez (2020) and UCLA mathematics professor and Fields Medalist Terence Tao (2025). Garg is the Distinguished Kenneth N. Trueblood Professor of Chemistry and Biochemistry at UCLA. He received his B.S. from New York University and Ph.D. from Caltech, and completed postdoctoral studies at UC Irvine before joining the UCLA faculty in 2007. Garg is an internationally recognized organic chemist whose research focuses on developing new chemical reactions, often challenging long-standing rules in chemistry. He has published more than 200 scientific papers. Beyond his research accomplishments and award-winning classroom teaching, Garg is passionate about making chemistry accessible and engaging for students and the broader public. He has developed innovative websites, apps, and games used in more than 175 countries, authored The Organic Coloring Book series, and created outreach programs that introduce children to chemistry, including his popular Chem Kids camp. His honors include the Royal Society of Chemistry’s Horizon Prizes for both research and education, the Cherry Award for Great Teaching, the California Professor of the Year Award, and the AAAS Mani L. Bhaumik Award for Public Engagement with Science. In 2026, he received the Royal Society of Chemistry’s prestigious Centenary Prize.
Acer launches 8.8-inch 5G gaming tablet with 3K 165Hz display and 512GB storage
Acer has introduced the Shadow Knight G710, a compact gaming tablet with an 8.8-inch 3K display and a refresh rate of up to 165Hz. It features a Dimensity 8300 processor, 5G connectivity and a 6,300mAh battery.
Why millions of visitors are choosing Durham, boosting local businesses
Record-breaking tourism helped Durham attract 13.4 million visitors and $1.17 billion in spending in 2025.
Hot Ticket: Halloween thrills and spooky chills highlight island weekend
Run for the headlines: Lace up your running shoes and break out your favorite book character costume Saturday as the 15th Annual Daily News Press Run returns to Galveston for
Birdwatching boost could slow aging, improve brain health
Research suggests birdwatching could help strengthen the brain, improving focus and memory.
RFK Jr. visits Iowa to announce maternal health initiatives
RFK Jr. announced $500 million to boost home-visit programs during an Iowa stop focused on maternal health.
On the campaign trail, Trump delivers his greatest political hits and mourns end of rallies
President Trump is campaigning hard in the midterms. Supporters are showing up, in part because this could be the last chance to see him holding the large rallies that have been his trademark.
Windows 11 gets right-click menu improvements as PC revenue slides
The latest update also brings a cloud recovery option for PCs that won't boot.
King’s College Things That Go Boom in the Night: Halloween science show delights kids for 27th year
Making sure the little girl was wearing sturdy gloves for safety, chemistry professor Julie M. Belanger invited 7-year-old Rosely Espinosa to dip a long-stemmed carnation into a container of liquid nitrogen.
Democrats have big healthcare plans. The industry is preparing for a fight.
Corporations have always fought universal healthcare proposals. But will their old playbook still work in a new era?
'It Hasn't Made Any Difference': Gears of War PS5 Cancellation Fails to Boost Xbox
"In fact, it keeps getting worse"
Alaska Fisheries Science Center attributes hybrid snow-Tanner crab boom to marine heatwave, decreased competition and predation
Alaska Fisheries Science Center attributes hybrid crab boom to marine heatwave competition and predation
Angels Finally Get Historically Bad Contract Off Their Books
With the 2026 MLB season now over, the Los Angeles Angels finally shed third baseman Anthony Rendon's contract from their books. The post Angels Finally Get Historically Bad Contract Off Their Books appeared first on LA Sports Report.
‘MNF Playbook’ altcast ratings drawing closer to slumping ManningCast
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Bill Cowher to advise NC State in football coaching search
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Apple says it’s ‘only getting started’ updating macOS for touchscreens
Apple says it’s “only getting started” making macOS more touch-friendly for the new MacBook Pro with PROLED XDR Display.
You Can Turn Off the New MacBook Pro's Touchscreen Functionality
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On Facebook and Instagram, Political Ads Are Increasingly Critical of Data Centers
Political ads about data centers on Facebook and Instagram have turned increasingly critical, with 57% opposed and just 3% supportive ahead of the midterms.
NYC Marathon boosts sales for IndiCo Coffee and local spots
IndiCo Coffee Co. thrives during NYC Marathon using Mastercard's insights to adapt and grow amidst marathon day crowds.
Hands On With Apple's MacBook Pro PROLED XDR: Yes! Touch Displays Come to Mac Laptops
Apple just teased the first full touch-screen MacBook in Los Angeles, and I got to try it. The PROLED XDR looks like a winner—and I'm excited about what it portends for future MacBooks.
Everything Apple Announced at Its 'Pro and Tell' Event: Touch-Screen MacBook Pro, M6 Macs, More
We've got all the details on Apple's week of MacBook, iMac, and iPad mini product announcements, including a MacBook Pro with an OLED touch screen.
Evolv almost stumbled into what’s now a booming college business
Evolv's frictionless security screening tech is finding a new market in college sports, with Northwestern
M6 MacBook Pro Hands On: Non-OLED Macs Live On, for Now
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HHS green lights six peptides, despite concerns from FDA scientists
Great news for peptide fans: The Trump administration is giving the peptide craze a regulatory boost, despite objections from FDA career scientists.
Which political party is better for your pocketbook?
Personal income grew 2.8% when Republicans controlled the White House vs. 3.1% when Democrats were in charge.
Misericordia’s Boom in the Night brings hands-on Halloween science to families
Misericordia University got into the Halloween spirit Wednesday evening with its annual Boom in the Night event, giving children and families from surrounding c
Boo-ming business: KSU expert explains why consumers spend on Halloween
The National Retail Federation projects Halloween spending to reach a record $13.5 billion. Kennesaw State's Patrick Fennell explains how nostalgia, family traditions, social connections and self-expression drive spending on costumes, candy and decorations.
Windows 11's new Cloud Rebuild can resurrect PCs that won't boot
Cloud Rebuild downloads Windows and your drivers from Windows Update, even when your PC won't boot.
Three Red Sox who deserved postseason MVP honors
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Veteran Financial Guru and Fox Business Host, Charles Payne, Launches New Book Undeniable Windfalls Published by Paradigm Direct
Undeniable Windfalls is the newest book by Fox Business host Charles Payne, released in late 2026. The book is designed to provide everyday retail investors with a practical formula to identify, buy, and hold onto high-potential stocks that can generate life-changing financial returns.
Booker: Moment is here for KY to put common sense over corruption, people over politics
Charles Booker makes his case to voters before Election Day.
(IMAGES): The Pomp's Entertainment District: Developers Unveil New Renderings for Scaled-Back Plans Ahead of City Board Review
Live! Pompano developers unveil renderings for a scaled-back entertainment district ahead of a Nov. 3 architectural board review.
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
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.
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