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HOMETOWN HEALTH: Counselor shares ways to lower midterm election stress
Humphreys said stress increases on election day as results start coming in.
Conversations with Candidates: Bailey emphasizes financial accountability, government transparency in comptroller bid
Democratic challenger for state comptroller Jessica Bailey is seeking to improve public oversight of finances and make spending records more accessible.
Fresno’s growth boosts small businesses and housing demand as more families put down roots
Fresno is seeing significant population growth, and local real estate professionals say more people are choosing to call the Central Valley home.From a thriving
Know the Foe: No. 18 Iowa State
Memphis begins the basketball season on Monday in a neutral-site matchup against Iowa State. The Cyclones start the season ranked No. 18 in the Associated Press poll, and it appears they will be a factor again in the Big 12.
Top performers from Memphis’ win over Army
Memphis improved to 7-2 on Saturday with a 49-22 win over Army. The Tigers got things rolling early, and took a double-digit lead into the locker room before cruising in the second half.
Former Memphis football coach Mike Norvell fired at Florida State
Former Memphis football coach Mike Norvell has been fired at Florida State.
Cameron Boozer's Breakout Should Quiet Early Efficiency Concerns
Cameron Boozer scored 27 points efficiently against Sacramento, showing why early shooting concerns shouldn't overshadow his remarkable rookie start.
Boozer And Memphis Grizzlies Move To 6-0
Cameron Boozer is doing Cameron Boozer things again
Jennifer Geel: How Is Science Transforming the Future of Hodgkin Lymphoma Treatment?
Jennifer Geel: How Is Science Transforming the Future of Hodgkin Lymphoma Treatment? / cancer, Cologne Cathedral, Hodgkin lymphoma, Jennifer Geel, OncoDaily,
Memphis offense shines in 27-point win over Army
After three straight games of slow starts, Memphis got out to a great start against the Black Knights and used it to propel them toe a 49-22 win Saturday night.
Army football struggles on road in soggy loss to Memphis
Army football struggled on the road against Memphis on Halloween. Here's how the Black Knights fell pray to the Tigers.
Paddy McAteer’s 60-Yard Kick Gives Indiana a Second Chance
After special teams blunders nearly cost the game, McAteer’s miraculous boot erased a late deficit, salvaging the Hoosiers’ season and forcing a triumphant overtime surge at Memorial Stadium.
Matos moves aside to give players the plaudits
Vitor Matos says he wants Swansea City's players to take the plaudits after leaving them to savour the moment after an emphatic victory over Blackburn Rovers.
Virginia and D.C. sue to stop proposed Trump arch
The Trump administration has said it plans to begin construction of a triumphal arch near the Lincoln Memorial on Nov. 5 following approval of the final plans.
Scientists Discovered a 237-Million-Year-Old Sea Monster, and It’s Changing What We Know About Amphibians
This armored amphibian lived in the ocean 237 million years ago, challenging what scientists thought possible for its kind.
Florida education chief defends science plan
Education Commissioner Henry Mack pushed back Tuesday against criticism that Florida is de-emphasizing evolution in its new plan for teaching science, insisting the state is still covering a subject he agreed was a bedrock of biological science.“Evolutionary biology and the theory of evolution is in the standards,” Mack said. But several parents and teachers who attended an evening forum on the state’s proposed science standards criticized the proposal by the Florida Department of Education, which Mack runs, specifically the handling of evolutionary science.Joshua Garrett, a teacher in Orange County Public Schools, said the state’s proposed standards “danced around” evolution.State standards are benchmarks for what students should learn in their classes kindergarten through 12th grade, guiding what lessons are taught, what subjects are in state-approved textbooks and what concepts are tested on state exams.Florida’s current science standards call evolution a “big idea” and “the fundamental concept underlying all of biology.”The proposed ones barely mention evolution — a scientific theory explaining change in living species over time from natural selection that has been a cornerstone of biology for more than a century. The term “evolution,” in fact, is never defined in the new high school life sciences standards, though the concepts are sprinkled across several units.The education department has made revisions to its proposal, officials said, but it was not immediately clear at the Tuesday forum, held at Lake Buena Vista High School in southwest Orange County, what those changes were.Mack interjected during Garrett’s comments asking him where specifically he wanted the state to mention evolution more prominently. Then he said, “Consider it done.”Mack also asked Garrett to join the state’s faculty committee on the standards.The state released the new standards in September, and several experts quickly criticized them, saying they lacked depth and skirted around both evolution and climate change, important topics for Florida students to learn.The state has since hosted a “listening tour,” including a virtual forum and two other in-person meetings in Walton and Hillsborough counties. Tuesday’s meeting drew a small crowd of about 30 people, six of whom spoke.Mack described the state’s public forums as a chance for “myth busting” and to make clear Florida’s position.He wants to students to learn “above ideology,” he said, and added that evolution isn’t settled science. TNCMS.AdManager.render({region: 'fixed-big-ad-middle-asset', slot: 1, fold: "span"}); “I want to cultivate skeptics in the healthy sense of that term. As a result of these standards, students should not be walking away convinced of anything other than the rigor of the scientific method,” Mack said.The new standards would replace the current set, adopted after a monthslong, statewide fight over the inclusion of evolution as a required subject of study. Those who opposed the 2008 standards argued creationism, or the biblical story that God created all living things, should be taught alongside evolution.Thomas Simon, a Winter Park parent, compared Florida adopting the new standards to Nazi Germany ignoring the findings of Jewish scientists — which in part lost them World War II.“If this board could explicitly name communism in the history standards last year — because words matter — you must explicitly name the foundations of modern medicine, agriculture, and energy,” Simon said.Florida last year adopted new standards that require students learn about the “dangers and evil of communism.”Teri O’Connor, an elementary science teacher in Orange County, urged Mack to curtail the total number of standards, as they list more than 1,000 benchmarks teachers are to cover during their classes.“It’s only 180 days of school. That right there is an issue, especially if you want to dive in. If we need to teach the rigor of it and to critically think about each one, that’s difficult,” she said.Kathleen Murray, who spoke on behalf of the conservative political group Citizens Defending Freedom, said she was in “strong support” of the proposed standards. Science should teach children how to think, not what to think, she said.“When teaching the origins of life and the universe, the curriculum owes it to the Florida students to be honest about the limits of what scientific models can actually prove,” Murray said.State education officials said they’d received about 1,800 comments on the benchmarks, and they have updated them based on that criticism.With Tuesday the state’s final scheduled public forum, Mack said his biggest takeaway was that the standards needed to be more explicit about teaching students how to evaluate scientific studies and evidence and how to understand the scientific method.“We might have to do a better job of helping students question more as a result of these standards,” he said.In his original statement when the standards were announced in September, Mack wrote in a social media post that “science begins in wonder, not in ideology,” and “the classical tradition taught that nature is intelligible because it is ordered — that the book of creation can be read by reason.”Some read that to mean he was trying to interject religion into public school education. TNCMS.AdManager.render({region: 'fixed-big-ad-bottom-asset', slot: 1, fold: "below"});
CanopyNation expands employee benefits solutions after combining with ICG
MEMPHIS - Memphis-based insurance and employee benefits firm CanopyNation has combined operations with Insurance Consulting Group Inc., a leading Memphis employee benefits agency.
Tamara Tunie earns Daytime Emmy lead actress honor in triumphant return to soaps
Tamara Tunie of “Beyond the Gates” has won lead actress honors at the Daytime Emmy Awards. She made her return to the soap opera genre after 17 years away.
Steve Kerr calls out Draymond Green for Warriors’ turnover issues
SAN FRANCISCO — Cutting down on turnovers was such an emphasis for the Warriors entering this season that Steve Kerr decided to overhaul their entire offensive system. Yet, four games...
Steve Kerr calls out Draymond Green for Warriors’ turnover issues
SAN FRANCISCO — Cutting down on turnovers was such an emphasis for the Warriors entering this season that Steve Kerr decided to overhaul their entire offensive system. Yet, four games...
Tamara Tunie wins Daytime Emmy lead actress honor in a triumphant return to soaps
Tamara Tunie of “Beyond the Gates” has won lead actress honors at the Daytime Emmy Awards | WBBM Newsradio 780 AM & 105.9 FM
Bangkok Alley in Collierville closed after health inspection finds live roaches in food
A Collierville restaurant owner is speaking out after health inspectors discovered live cockroaches crawling among food items, forcing the restaurant to close
Stacy Garrity visits Mechanicsburg, highlights support for small businesses and veterans
Republican gubernatorial candidate Stacy Garrity visited Mechanicsburg, Cumberland County, to connect with Pennsylvanians, discuss her plans for small businesses, and emphasize the importance of skill games for community support.
Your Weekly Michigan Political Brief
State Rep. Sean McCann (D-Kalamazoo), who is seeking to unseat U.S. Rep. Bill Huizenga in Michigan’s 4th Congressional District, has been endorsed by six former Republican members of Congress, including former U.S. Senator Gordon Humphrey (R-New Hampshire) and former U.S. Reps. Jim Greenwood (R-Pennsylvania), Claudine Schneider (R-Rhode Island), Chris Shays (R-Connecticut), Peter Smith (R-Vermont), and Steve […]
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
World Conference on Traditional Medicine 2026 delivers landmark outcomes for global health
Expert Committee Meeting members at the World Conference on Traditional Medicine 2026© WHOThe World Conference on Traditional Medicine 2026 concluded in Beijing on 18 October with several key outcomes aimed at strengthening global cooperation for health and well-being. These included the adoption of the Beijing Initiative on the Conservation and Sustainable Use of Traditional Medicinal Plant Resources, the promotion of the New-Era Shennong Herbal Project, and the publication of the Report on artificial intelligence empowering global traditional medicine development (2026). The conference also marked the establishment of the Global Alliance for Traditional and Integrative Medicine (GATIM) to foster international scientific collaboration.The biennial conference, held on 17–18 October at the China National Convention Center in Beijing, was co-hosted by the People's Government of Beijing Municipality, the National Health Commission, the National Administration of Traditional Chinese Medicine, and the National Medical Products Administration. WHO joined the Conference as co-sponsor, aligning with the country’s Healthy China initiative, which is overseen by President Xi Jinping. The initiative seeks to expand inclusive, high-quality health services, drive innovation in traditional medicine, and reinforce the principle that a healthy population is fundamental to national prosperity and strength. H.E. Li Qiang, Premier of the State Council of the People’s Republic of China, addressed the opening ceremony, emphasizing the critical role of traditional medicine as a unique force in safeguarding human health and advancing civilization. "Traditional medicine has followed a distinctive path of development through long-term practice," Li stated. He called on the international community to strengthen cooperation, make better use of global traditional medicine resources, and jointly address challenges to human health. Premier Li also highlighted the necessity of harnessing science and technology to accelerate the innovative development of traditional medicine. He announced that China would promote the digital and intelligent transformation of Traditional Chinese Medicine (TCM) and encourage active participation from both Chinese and foreign research institutions and enterprises. Furthermore, he expressed China's willingness to expand pilot programs to open up the medical service sector and work with all parties to advance the development of Belt and Road medicinal resources conservation centre.Addressing the Conference participants via a video message, Dr Tedros Adhanom Ghebreyesus, WHO Director-General, said, "This is not a choice between tradition and science. It is about bringing knowledge systems together through research, innovation, regulation and quality assurance. We need stronger evidence on what works, for whom, and under what conditions."Dr Saia Ma'u Piukala, WHO Regional Director for the Western Pacific, addressed the opening session, underscoring the importance of integrating traditional medicine into mainstream health systems in line with the call of the WHO Global Strategy on Traditional Medicine 2025–2034. In the closing session, Dr Shyama Kuruvilla, Director of the WHO Global Traditional Medicine Centre, expressed appreciation for the achievements of the conference, where different world views and scientific and programmatic advances were exchanged with a clear focus on practical action to advance traditional medicine for the health and well-being of people and the planet.The conference, held under the theme Technology Empowerment and Integrated Development: Advancing Traditional Medicine for All, featured a government forum, ministerial round table and eight parallel forums to advance all four objectives of the WHO Global Traditional Medicine Strategy 2025–2034: strengthening evidence, ensuring safety through regulation, integrating traditional, complementary and integrative medicine into health systems, and realizing its value through action across sectors.Over the two-day event, nearly 2000 participants, experts and scholars from 103 countries and areas, including 16 ministerial-level health officials, delivered over 150 high-level speeches and reports. Discussions covered key areas such as the integration of traditional medicine into international health systems, evidence-based development, drug regulation and the application of artificial intelligence in traditional medicine.
Palmer Group survey: Iowa employers prioritize technology
Iowa employers are putting a greater emphasis on technology and employee retention as they prepare for 2027 and taking a more cautious approach to hiring and salary increases, a new survey by West Des Moines-based Palmer Group shows. The staffing and employment firm’s annual survey found that 22% of business leaders identified implementing new technologies…
For Palestinian citizens of Israel, a historic vote borne of fear and frustration
SAKHNIN, Israel (AP) — For Palestinian citizens of Israel, it was a rare moment of political triumph.Hundreds of thousands voted in record numbers, giving two Arab-led parties their largest-ever numbe...
Opinion | What he thinks about when he mutes political ads
Election Day cannot come soon enough.
Model Ashley Graham shares how rejection has made her better in business
During Business Insider's The Long Play, model Ashley Graham shared her path from model to entrepreneur, emphasizing authenticity.
Low levels on the Mississippi River impact grain profits
The harvest is coming to a rapid close but another economic problem for producers is playing out again on the Mississippi River. In recent years, drought has caused the river...
MLB's 2027 season threatened with lockout looming when labor deal expires Dec. 1
When Jake Bauers gloved the final out of the Milwaukee Brewers' first World Series triumph, it might have ended the last Major League Baseball game for a long time.
'Gaps remain': NC Health Talent Alliance releases report on 2026 NC healthcare workforce trends
HTA released a report on 2026 healthcare workforce data trends that revealed progress but it emphasized that "workforce gaps remain."
Police arrest two in connection with burglary at business in Fresno's Tower District
Fresno police say two suspects have been arrested after a commercial burglary in the Tower District.reported early Monday near East Olive Avenue and North Maroa
4 The Weekend: Frighteningly good entertainment happening in Tucson
TUCSON, Ariz. (KVOA) - The curtain is about to fall at Nightfall, a symphony to remember the dead and a treat for country music fans are, all part of what's
Tottenham Loanee, Mikey Moore Helps Köln Thrash Union Berlin
Mikey Moore played 72 minutes as 1. FC Köln produced an emphatic 5-0 victory over Union Berlin in the second round of the German Cup. The Tottenham Hotspur winger started Tuesday’s tie as Köln responded to a difficult spell in the Bundesliga by securing a place in the DFB-Pokal last 16.
Science Lab: Dear Cowboys, blitz the QB.
Welcome to "The Science Lab", a place where football facts and in-depth analysis always triumph over feelings.
Record number of purges as Xi emphasises 'party discipline' at China political gathering
Xi's anti-corruption campaign has become "an effort to consolidate and maintain authority", observers say.
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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Exhibition will also place emphasis on state parks.
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Exhibition will also place emphasis on state parks.
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