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Eaton's Aerospace Business Broadens Growth Beyond Electrical
Eaton's Aerospace segment contributed 15.5% of 2025 sales and could fuel growth beyond Electrical, backed by aviation demand and recurring aftermarket revenues.
UCO Reaches Historic Milestone to Unleash Student and State Workforce Opportunities with Approval of First Ph.D.
The University of Central Oklahoma expands its academic impact with approval of its first-ever Ph.D. program. This achievement is a significant milestone in UCO's 136-year history.
Matt Campbell, Penn State Land Promising 2027 Recruiting Class Ranking
Matt Campbell and the Penn State Nittany Lions are building a strong 2027 class.
Mary J. Blige shuts down ‘idiot’ heckler and demands their removal during Las Vegas residency
Shortly after the incident, she brought out Wyclef Jean to perform “911.”
Julian Lewis health updates: Latest news on Colorado QB after experiencing medical emergency
The sophomore was hospitalized on Wednesday.
Peter Schmeichel Questions Man Utd's Decision To Sell 'Goal Machine’
Former Manchester United goalkeeper Peter Schmeichel has questioned the club's decision to sell Rasmus Hojlund.
Kimi Antonelli to miss Mexico City GP media day due to viral illness ahead of likely world championship coronation
Championship leader Kimi Antonelli is recovering from a viral illness ahead of the weekend where he is expected to secure the Drivers Championship; watch every session of the Mexico City GP with Fridays practice sessions at 6.30pm and 10pm, live on Sky Sports F1
A few thoughts about the Cubs and Caleb Thielbar
One year of Thielbar should have been enough.
Guardians Fans Won't Be Happy New 2027 MLB Prediction
The Cleveland Guardians reached the ALCS this past season.
Rangers Should Bring Back Quantrill to Bolster Rotation Depth
With a labor stoppage looming, Chris Young must act fast to solidify the rotation. Re-signing Cal Quantrill offers the depth and flexibility that the Texas Rangers need.
Black business owner says he fired all of his white employees, then advises other Black owners to do the same: ’Segregation might be the way’
Racism is an issue that continues to divide and harm people from various communities, and it shows no signs of disappearing any time soon. But one Black business owner claimed he took matters into his...
Saints Super Bowl Odds: Week 8
Where do the Saints sit after Week 7 in the NFL?
Ballad Health information technology systems down, dealing with software issue
Ballad Health said that several of its information technology systems are down, but hospitals and care sites are operating as normal.Ballad told News 5 that the
The Elder Scrolls 6 Title Reportedly Being Revealed Next Month
Sounds like fans were right on the money
Cuauhtémoc Cárdenas, historic Mexican politician and former presidential candidate, dies at 92
An undisputed leader of the Mexican left, Cárdenas was the son of one of the country’s most popular presidents — Gen. Lázaro Cárdenas. He was respected by allies and critics alike.
Week 8 game preview: Chicago Bears vs. Seattle Seahawks
A matchup worthy of Monday Night Football. @SamHouseholder previews Bears-Seahawks
“I think it's definitely showed up in other ways for …
“I think it's definitely showed up in other ways for …
Spring homeowner’s meteorite to go on display at Houston Museum of Natural Science
A meteorite crashed through Sherrie James’ roof in Spring, Texas, on March 21, landing near her daughter and causing a pressure wave that scientists estimated equaled about 26 tons of TNT. That space rock will now be on display at the Houston Museum of Natural Science on Nov. 6.
House bill aimed at protecting swine health
Legislation would formally establish US SHIP at USDA for disease monitoring and herd health certification.
Oglala Lakota College approved for environmental science master’s degree
The Higher Learning Commission approved Oglala Lakota College’s 36-credit Master of Science in Environmental Science, expanding tribal graduate education.
Backstage 20: Songs for All Ages - A Sensory-Friendly Event
Emily and Jen talk about a sensory-friendly event happening at the University of Illinois Springfield's Performing Arts Center.
Bears power rankings roundup: Where Chicago lands in Week 8
Here's a look at where the Chicago Bears landed among Week 8 NFL power rankings around the league after their big win vs. the New England Patriots.
Padres Option Decisions Start With King Opting Out
The San Diego Padres have multiple option decisions to make, and they start with starter Michael King.
Health insurance costs rising for small businesses
A new San Antonio nonprofit called Collective X aims to help small businesses and other nonprofits access healthcare benefits for a lot less.
Health insurance costs rising for small businesses
A new San Antonio nonprofit called Collective X aims to help small businesses and other nonprofits access healthcare benefits for a lot less.
Noah Kahan bringing 'The Last of the Bugs' World Tour to Ohio
Kahan will perform on June 5, 2027, at Ohio Stadium in Columbus. Tickets range from $59.95 to $399.95, plus fees.
Tyler Cameron speaks out after walking off 'Dancing with the Stars'
Tyler Cameron is addressing his controversial walk-off on "Dancing with the Stars."
10 Years Later, Movies Are Back at Utica's Uptown Theatre with Halloween Weekend Screenings
Movies have returned to the Uptown Theatre in South Utica after more than a decade away.
Alaska's governor orders a probe into Peltola's Senate campaign over spoiler candidate controversy
Republican Alaska Gov. Mike Dunleavy has ordered an investigation into the Democratic candidate running for the U.S. Senate in the state after revelations that her campaign appeared to be involved in recruiting another candidate with the same name as Republican incumbent Dan Sullivan.
RWJBarnabas Health Raises Awareness of Stroke Warning Signs and Importance of Early Intervention This World Stroke Day
In recognition of World Stroke Day, RWJBarnabas Health shares the inspiring recovery story of 35-year-old stroke survivor Mat Mahoney, highlighting the importance of recognizing stroke symptoms, seeking immediate medical attention and accessing coordinated, specialized stroke care. Following a life-saving mechanical thrombectomy at Cooperman Barnabas Medical Center, Mat is sharing his experience to remind others that strokes can happen at any age.
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.
There’s one week left to preorder the Ocarina of Time remake for $10 off
It launches next Thursday.
Dragons Broadcaster Tom Nichols Inducted into Ohio Sports Hall of Fame
The Official Site of Minor League Baseball web site includes features, news, rosters, statistics, schedules, teams, live game radio broadcasts, and video clips.
Political posts on social media can lead to legal trouble, A-State professor says
Posting about politics on social media can get people in trouble, even if they are sharing an opinion, according to an Arkansas State University political scientist.
Nets’ Noah Clowney Faces Crucial Contract Year in Brooklyn
Noah Clowney didn't get a contract extension from the Brooklyn Nets, making this season a pivotal one as he heads toward restricted free agency. With Julius Randle taking over his starting spot, Clowney has plenty to prove, but his future in Brooklyn may be far from over.
Missouri marijuana businesses await IRS rules on promised federal tax relief
A federal change could save cannabis companies millions, but businesses that sell both medical and recreational marijuana face unanswered questions.
Commentary: Mass deportation is diverting money that could be used for healthcare, other needs
Mass deportations have an incalculable human toll, and we stand to lose $4.4 billion in taxpayer money in Minnesota alone.
UC San Diego Health Expert Available: Pancreatic Cancer Awareness Month
Pancreatic cancer is one of the deadliest forms of cancer and is often diagnosed at an advanced stage because symptoms can be subtle and easily mistaken for other conditions. During Pancreatic Cancer Awareness Month, Andrew Lowy, MD, chief of the Division of Surgical Oncology at UC San Diego Health and a nationally recognized pancreatic cancer expert, is available for interviews about the latest challenges and advances in pancreatic cancer prevention, diagnosis and treatment. Lowy is available
Arsenal still wants two Real Madrid superstars
Arsenal continues to scout the world’s best talent, and they are eyeing several players from Real Madrid, just as they did during the summer. In the last transfer window, the Gunners wanted to sign ...
PJ Fleck, Gophers Flip State’s Leading Rusher Zack Shatek (Hastings)
Hastings senior RB Zack Shatek changed his college plans after a Wednesday visit to the University of Minnesota made him a future Gopher.
Experts Warn of Wider Spread as Ebola Outbreak Reaches Plateau
NEW YORK (AP) — The Ebola outbreak in Congo passed a grim milestone this week — 10,000 confirmed cases — and spurred questions about whether health authorities are losing their ability to contain it. Nearly half the infected people in this outbreak have died, and some experts say there are reasons ...
Crooked Can brewery and dining hall adding Sunday outdoor market
Crooked Can is launching a weekly outdoor market with local treats, fresh bites and social vibes.
DoorDash to buy Instacart for $17bn in major grocery delivery consolidation
Acquisition will supercharge DoorDash’s grocery delivery, ‘one of the hardest things to get right online’, CEO says
Cynthia Erivo blasts scrutiny over close friendship with ‘Wicked’ costar Ariana Grande
Cynthia Erivo slammed intense scrutiny over her close friendship with ‘Wicked’ costar Ariana Grande: ‘There were many people who had become psychologists from their couches.’
Yankees 2026 Roster Report Cards: Ryan Yarbrough
Velocity isn’t the name of the game, at least for the reliable and effective lefty
Anthropic’s business plan: Build God or die trying
Anthropic faces intense competitive pressure and huge fixed costs. Can Claude build itself fast enough to succeed?
Business builder Joe Haddad to headline Ashland University ethics lecture
The entrepreneur and leadership development expert will speak at Ashland University on Nov. 16.
Dolphins claim former Seahawks 3rd round pick off waivers
Christian Haynes comes to Miami with Kadyn Proctor in concussion protocol.
HYDRINITY Accelerated Skin Science Announces Expansion into Spain Through Strategic Partnership with UniSthetic
HYDRINITY Accelerated Skin Science, the fastest-growing professional skincare brand in the U.S., announces its expansion into Spain through a strategic partnership with UniSthetic, a leading provider in the country's professional aesthetics and skincare industry. This partnership marks another significant milestone in HYDRINITY's continued global growth, introducing its portfolio of clinically backed, advanced regenerative skincare solutions to one of Europe's most established medical aesthetics
PENN Entertainment (PENN) Earnings Expected to Grow: Should You Buy?
PENN Entertainment (PENN) doesn't possess the right combination of the two key ingredients for a likely earnings beat in its upcoming report. Get prepared with the key expectations.
Scientists Discovered Shape-Shifting DNA That Birthed Some of the Smartest Creatures in the World
Over evolutionary time, segments of cephalopod DNA were rearranged over and over into something highly adaptable and highly intelligent.
What to stream in November 2026: ‘The Altruists,’ ‘Blade Runner 2099’
Here's what's coming to Netflix, Hulu, Apple TV, HBO Max, Prime Video, Peacock, Paramount+ and other streaming services in November.
American Express Connects Cash Back to High Yield Savings Accounts and Business Checking Accounts
NEW YORK, October 29, 2026--Today, American Express introduced a new way for eligible U.S. Consumer and Business Cash Back Card Members to redeem rewards for a deposit into eligible American Express bank accounts, creating a more integrated experience across their Card and banking products and giving customers more options in how to redeem the rewards they earn.
Mark Walter Reveals Spending Plans for Dodgers’ Future
Will a potential salary cap slow down the Dodgers? Owner Mark Walter reveals his future spending plans and why the team will remain elite.
American College of Education Launches a Doctor of Business Administration for Under $22,000
The fully online DBA from ACE started its first cohort in October, with a second to follow in November.INDIANAPOLIS, IN / ACCESS Newswire / October 29, 2026 / (ACE) recently expanded its academic offerings by launching an online Doctor of Business Administration (DBA) degree program.
Airbnb is spending big to shape LA politics ahead of Olympics
The online rental platform has become one of the largest political donors in Los Angeles in a bid to expand its business before the 2028 Olympics.
Alaska governor orders investigation into ‘Dan Sullivan’ ballot controversy
Alaska Gov. Mike Dunleavy ordered an investigation into claims Democrats recruited a namesake candidate in a key Senate race. (
McLean County health officials warn of hidden lead exposure risks in household items
While lead-based paint and contaminated water are commonly associated with lead exposure, health officials say some household products can also pose risks.
Free career workshops to cover interviews, health care jobs
Job seekers looking to sharpen their skills or try a new field will have two chances to get help next month.
ArkLaTex Made: State Fair of Louisiana brings vendors, livestock, rodeo, and live entertainment to Shreveport
SHREVEPORT, La. — Visitors stepping onto the fairgrounds for the State Fair of Louisiana when it officially opens on Thursday will find much more than carnival rides and fair food.
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.
DoorDash to Buy Instacart for $17 Billion in Big Consolidation for Grocery Delivery
DoorDash is gobbling up Instacart in a $17 billion acquisition that will supercharge its grocery delivery business. DoorDash said the Instacart brand name and app will remain, and Instacart shoppers can continue fulfilling orders for Instacart. Grocers can also choose to work with Instacart or ...
TCU Tight End Kari Ashley Lands Major National Award Recognition
TCU tight end Kari Ashley joins the Biletnikoff Award watch list after piling up 510 receiving yards and emerging as one of college football's top pass catchers.
Pirates' Brandon Lowe Nearly Certain to Create Bidding-War
This is the price of elite hitters nowadays.
Blazers Duo Lillard and Morant is a Good Fit
Portland’s backcourt experiment shines as the undefeated Blazers topple the Lakers. Discover how elite depth and a high-scoring supporting cast are fueling a perfect 3-0 start.
Research lobbies cautious over proposed Commission shake-up
Read the latest news and analysis from Science|Business.
“It’s a nice start. We’re winning, the atmosphere is …
“It’s a nice start. We’re winning, the atmosphere is …
Editorial: State police powers don’t eclipse the Bill of Rights
The midterm elections have largely overshadowed the U.S. Supreme Court’s most recent term, which began this month. Last week, the justices missed a prime opportunity to invigorate the Fifth Amendment’s
The science of a sporting edge
At Tel Aviv University’s new Sylvan Adams Sport Science Institute, researchers and athletes are joining forces to turn Israeli innovation into better performance—and, ultimately, more Olympic medals
DoorDash plans to buy Instacart for $17 billion
The $17 billion deal will give DoorDash a leg up over Uber and Amazon in the world of grocery delivery.
Auburn's Defensive Line Faces Major Test Against Trinidad Chambliss
Auburn football must improve its pass rush against Ole Miss quarterback Trinidad Chambliss after struggling to pressure LSU's Sam Leavitt. Head coach Alex Golesh wants more consistency from the Tigers' defensive line, especially when rushing four defenders and containing mobile quarterbacks.
Exclusive: Revenue recovery startup Midstream Health raises $20M
The company's service helps hospitals recover earned revenue.
Micah Parsons could make the Packers legitimate Super Bowl contenders
Micah Parsons is inching closer to a return. It could be the thing that makes the Packers a legitimate Super Bowl contender.
The Daily Mauling: 10/29/26
Kansas Jayhawks News Michael Swain of 247 wrote about Lance Leipold’s sudden aggressiveness on 4th down against Baylor. I know the question has been raised here as to whether Leipold is the guy who makes these types of in-game decisions. It certainly sounds as though he has final say Also on the topic of playcalling, […]
Dan’s Daily: Trade Standoff; Gloomy Hughes Update; Penguins Bypass
The Pittsburgh Penguins will most likely activate a couple of players from injured reserve Thursday, but in the process will […]
Preview: Bruins continue their road trip in St. Louis
Home of the giant arch. But just one arch, two arches means McDonald’s.
Republicans are trying to make the Texas Senate race about “manliness”
Ken Paxton keeps accusing James Talarico of being “low-T.” Do voters care?
MORNING BUSINESS REPORT: Apple unveils first touchscreen laptop
Cait and Roger have your Thursday Morning Business Report.
The NHL season is one month old. Here are strong starts we believe.
The 2026-27 NHL season is officially one month old. Here are strong starts that have staying power.
Browns using Steelers' iconic 'Renegade' hype song at practice
The Cleveland Browns are preparing for their Week 8 matchup against the Pittsburgh Steelers by blaring "Renegade" at practice.
Owensboro business asking community for help ID’ing robbery thief
A $1,000 reward is being offered for any information that leads to an arrest.
Jen Walker, Full Strength Physical Therapy top Chamber ALX's 2026 Best in Business awards
A committee of past winners read 58 applications and picked 36 finalists in six categories, according to remarks at Wednesday's ceremony
A serial killer, an obsessed cop and an undercover FBI agent. Welcome to Apple's 'Nocturne'
Stephen Graham dives into the mind of a serial killer for his role in the new Apple TV series “Nocturne.” | Talk 1370
Commentary: Why I believe in voting
I think everyone should vote, but not for the aggravating script we’ve heard over the last two decades. I think people should vote because they matter, their lives matter, their voice matters, and they deserve to be heard.
Trump administration kills science ed program named for Lou Stokes; Rep. Shontel Brown appeals
U.S. Rep. Shontel Brown wants the Justice Department to provide the evidence it used to support canceling several National Science Foundation programs including one named after former Rep. Louis Stokes of Cleveland
It's a 'socialist' bank — and North Dakota Republicans love it
Democratic socialist candidates have held up North Dakota's state-owned bank as a model to emulate.
Street artist Barry McGee brings color and community to Jeffrey Deitch
Barry McGee, the celebrated graffiti artist who caused an uproar when his pop-up installation at a 99 Cents Only Store on Wilshire Boulevard drew a wild crowd, is bringing his street art to Jeffrey Deitch gallery.
'Music Man' review: Revival isn't up to CTG standards
A non-Equity national tour of Meredith Willson's 'The Music Man,' directed by Matt Lenz, opens at the Ahmanson Theatre.
How Ireland became Hollywood's latest hub for global filming
Ireland, with its storytelling tradition, infrastructure, experienced crews, lower labor costs and competitive tax incentives, has become a major filming destination for American films, TV series and even game shows as movie and TV productions leave Los Angeles to film elsewhere.
Do You Still Need Your Antidepressant? What to Know Before You Stop
Do you have to take antidepressants forever? The answer isn’t the same for everyone, explains psychiatric medication expert Jane Sundberg, PharmD, BCPP of University of Rochester Medicine.
Virgin Galactic unveils new rocket plane to restart space tourism
Tustin-based Virgin Galactic moved its first six-passenger Delta-class ship to New Mexico for months of testing, hoping to revive space tourism after retiring its previous plane in 2024.
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
Providence investment policy should be based on fiduciary principles, not politics
City investments are not the appropriate instrument for conducting foreign policy, writes the head of the Rhode Island–Israel Collaborative, who urges Providence voters to reject Question 7, the Human Rights Divestment Ordinance.
Pirates need to add a veteran starting pitcher
The Bucs have a good rotation. It still needs a veteran arm, however.