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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.
Adobe vs. International Business Machines: Which Technology Stock Is a Better Buy in 2026?
IBM is growing steadily with software leading the way and a major quantum computing investment on the horizon. Adobe faces serious questions about whether AI will erode Creative Cloud’s dominance despite continued strong cash flow.
Julian Lewis health updates: Latest news on Colorado QB after experiencing medical emergency
The sophomore was hospitalized on Wednesday.
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.
ADOCIA Reports Third Quarter 2026 Financial Results and Provides a Business Update
LYON, France, October 29, 2026--Regulatory News: Adocia (Euronext Paris: FR0011184241 – ADOC, the "Company"), a clinical-stage biopharmaceutical company focused on the research and development of innovative therapeutic solutions for the treatment of metabolic diseases including diabetes and obesity, reports financial results for the third quarter of 2026 and provides a business update.
Guardians Fans Won't Be Happy New 2027 MLB Prediction
The Cleveland Guardians reached the ALCS this past season.
Samsung just released a new foldable that you probably wouldn’t buy even if you could
Samsung has big plans for its foldable lineup in 2027, but also one more release for 2026. The Galaxy W27...
Manor College Unveils New Dental Health Center with Ribbon Cutting
The ribbon cutting ceremony took place on Thursday, October 29, 2026. JENKINTOWN – Manor College unveiled its new Dental Health Center on Thursday, October 29 in a formal ribbon cutting ceremony on campus. “Good dental health leads to better chances of overall systemic health, this is why it is so important to have leading-edge facilities Read more >
Hollywood Marketing Leaders Convene for Candid Talk About the Future
Top Hollywood film and TV leaders gathered Oct. 22 for an intimate dinner and candid conversation about the future of entertainment marketing at a gathering moderated in partnership with Amazon Ads an...
Nations accused of undermining science at UN nature talks
Political tensions are mounting in the final days of the United Nations biodiversity talks with a handful of countries accused of trying to weaken the science that underpins global nature policy.Nearl...
Giants Should Pursue Trade for Guardians Outfielder Kwan
Steven Kwan offers the elite contact, speed, and Gold Glove defense that the San Francisco Giants desperately need to revitalize a lineup starving for dynamic talent.
Ravens' Latest Lamar Jackson Report Comes With Major Optimism
The Baltimore Ravens have received more good news about Lamar Jackson ahead of this week's Buffalo showdown.
Bills Superstar Josh Allen Receives Great Honor From Official NFL Website
The official NFL website loves Josh Allen.
Rui Hachimura on leaving the Lakers: 'It was them'
Rui Hachimura wanted to stay with the Lakers this summer, but he left, and he feels like it was their fault.
Can Rockies' Mejia Turn Things Around in 2027?
Colorado Rockies right-hander Juan Mejia did not have a very good season, but one critical thing he has on his side is time.
Hall Reinvented Himself to Help Brewers Win World Series Title
After battling persistent injuries, DL Hall transformed his delivery and velocity and became a late-inning anchor during the Milwaukee Brewers’ historic World Series win.
Week 8 game preview: Chicago Bears vs. Seattle Seahawks
A matchup worthy of Monday Night Football. @SamHouseholder previews Bears-Seahawks
USA TODAY Sports experts unanimously pick Georgia over Florida
All seven of USA TODAY Sports' college football experts picked Georgia to beat Florida in Week 9, although one predicts a two-point rivalry thriller.
From Science to Songs: Mark Winters Takes the Stage in Franklin
Since mid-August, acoustic rock artist Mark Winters has set his sights on touring a multi-stop tour across North America.
“I think it's definitely showed up in other ways for …
“I think it's definitely showed up in other ways for …
Thursday Night Football fantasy: Tetairoa McMillan and Jalen Coker
The Panthers are leaning heavily on Tetairoa McMillan and Jalen Coker. Can fantasy managers trust them on Thursday Night Football and beyond?
Samsung’s advanced sleep apnea detection is coming to these Galaxy wearables
Samsung announced a new, advanced version of its AI-powered sleep apnea detection, and which devices it will appear on in...
UI Health union threatens to strike over stalled contract talks
Two hundred advanced practice providers say they’ll strike if university management won’t come to the bargaining table.
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.
Inside the scramble that moved Thursday's WNBA Finals game to 12:30 p.m. ET
Many different options were considered before the WNBA decided to move Thursday's Game 6 of the WNBA Finals to a midday time slot.
You can opt out of political texts, but campaign calls may keep coming
Political text messages filling up your phone? Here are ways to reduce unwanted campaign messages.
Kim Kardashian gets ‘irregularities’ removed from esophagus, says health scare reminds her of dad’s death
“I just don’t really want to go there.”
Alejandro Balde’s last chance to prove himself at Barcelona?
Injuries mean he could start against Alaves on Saturday.
Halle Berry loses custody to ex Olivier Martinez amid abuse allegations
Halle Berry will remain without primary custody of her 13-year-old son.
Tyler Cameron speaks out after walking off 'Dancing with the Stars'
Tyler Cameron is addressing his controversial walk-off on "Dancing with the Stars."
Highland Park survivors join Illinois leaders in Supreme Court fight over assault weapons
This week was the deadline for filing in support of Cook County, whose ordinance barring the weapons is before the court in a case that will be argued Dec. 2.
Bears reportedly acquiring DT Jeffery Simmons from Titans
Simmons is a three-time All-Pro and four-time Pro Bowler.
iOS 27.2 gives Shortcuts app these new and improved features
iOS 27.2 launched this week with a handful of improvements for the Shortcuts app. Here’s everything new in Shortcuts.
Serbia’s Students Changed How Serbians Think About Politics
The election win for Serbia’s Student List reflects a deep desire for more democratic ways of doing politics. The test now is to see how the different forces within the movement can collaborate in cha...
Former Nottingham Forest Boss Eyes Premier League Title
Vitor Pereira has insisted that he wants to return to the Premier League to win the competition after leaving Nottingham Forest.
Joe Burrow Sends Strong Message on Bengals Rookie
The Cincinnati Bengals lost tight ends Erick All and Tanner Hudson to injuries in back-to-back games. The two were depth options at tight end, but they combined for 182 snaps this season. So, the team is going to need to lean on the end of roster options to pick up the slack. The name that […] The post Joe Burrow Sends Strong Message on Bengals Rookie appeared first on HEAVY.
NO.tavrheart.health.110826 2
Dr. Korie Jones-Ungerleider, a cardiac and aortic surgeon at Ochsner Health.
Michigan Football edge rusher Tariq Boney exceeding freshman expectations
Though expected to be a bit-part contributor, true freshman edge rusher Tariq Boney is carving out a big role for himself in Michigan’s rotation:
3 Behavioral Health Deals Defining 2026
This is an exclusive BHB+ article. 2026 hasn’t been a standout year for behavioral health deal volume, but it has produced some of the most interesting
3 Behavioral Health Deals Defining 2026
This is an exclusive BHB+ article. 2026 hasn’t been a standout year for behavioral health deal volume, but it has produced some of the most interesting
US Health Secretary RFK Jr. opens access to some unapproved peptides
Kennedy has supported broader access to peptides, calling himself a \
Kelly Ripa transforms into Elizabeth Holmes for 'Live' Halloween costume
Think you’ve seen "Everything"? You haven’t seen Elizabeth Holmes like this: being played by Kelly Ripa while spoofing "The Traitors," the reality series known for rewarding deceit.
Owens Community College selects new Dean of the School of Nursing and Health Professions
Farias started at the college on Monday, October 26.
When is Canelo vs M'Billi? What time are this weekend's biggest combat sports fights on DAZN
Find out when Canelo vs M'Billi, RWS 219, OKTAGON 96 and Naiza FC 86 start this weekend, with UK times and DAZN viewing links.
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.
Brewers Star Catcher Wins World Series MVP
William Contreras joined some exclusive company
iOS 27.3 release date: Here’s when to expect new iPhone features
Apple is already hard at work developing iOS 27.3, here’s when to expect the next big iPhone update in beta and a public release.
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.’
Pentagon investigates freezer failures as French attacks expose coverage gaps
Suspected cyber attacks at US military stores put the gap between cyber and property coverage under scrutiny
Knicks benched Mikal Bridges as their reserves took over
Mike Brown didn’t need to wait for a loss to change his closing group. The Knicks were in trouble in […]
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
Dolphins claim former Seahawks 3rd round pick off waivers
Christian Haynes comes to Miami with Kadyn Proctor in concussion protocol.
‘Algorithms make everything predictable’: why the CD is making a comeback
As John Lewis reports a 96% rise in searches for CD players, music fans share their reasons for ditching streaming
Keaton Wagler Explains How Teams Have Adjusted to Him
The Clippers rookie talked about the new looks he is seeing from defenses early in his career.
Lucky Strike Entertainment (LUCK) Expected to Beat Earnings Estimates: Should You Buy?
Lucky Strike Entertainment (LUCK) possesses 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.
Campaign cash floodgates open after state regulators lift dollar caps
At least $350,000 has been given in two big lumps, including one that went into a heated state Supreme Court race — shortly after a spending cap got lifted.
Man arrested after allegedly stealing from local business, resisting deputies
On Tuesday, Zachary Young, 30, was arrested and charged with breaking and entering, obstructing, fleeing, and trespassing.
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.
Jeff Probst says “Survivor 51” is a season of ‘formidable women’
The Hostmaster General is packing stats and everything.
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.
Jaren Jackson Jr. Injury Leaves Jazz Facing a Dangerous Temptation
With Jaren Jackson Jr. sidelined and the frontcourt depth decimated, Utah faces a pivotal choice: panic-trade future assets or trust a depleted roster to survive November.
UMD faculty recognized among the world’s leading scientists and scholars
UMass Dartmouth faculty have been named to the 2026 Top 2% Scientists and Highly Ranked Scholars lists, including several ranked in the top ten of their subspecialties
Does ‘Falling Back’ an Hour Hurt Your Heart? A Doctor Shares Tips to Get Through
In TODAY.com’s Expert Tip of the Day, a doctor reveals the best way to deal with the upcoming end of daylight saving time and the changes it brings to daily routine.
California researchers awarded grant to develop sudden cardiac arrest early warning system
DALLAS, Oct. 29, 2026 — More than 600,000 cardiac arrests occur in the U.S. each year, and survival rates remain low both in and out of the hospital, according to the American Heart Association. A new research project funded by the Association will...
Missouri's Most Controversial Politician? A Candid Convo With Sec. Of State Denny Hoskins
Take On The Lake, Ep. 52
Cowboys injury report: George Pickens, Quinnen Williams limited
See which Cowboys players didn't practice or were limited on Wednesday as they get ready to play the Cardinals.
“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
Marlins’ 2026 Awards Show Promise Despite Missing Playoffs
Javier Sanoja and Otto Lopez earned top honors while Sandy Alcantara returns to form, proving the Marlins have talent even without a playoff berth.
Detroit Lions Named Potential Destination for 4 NFL Trade Targets
The Detroit Lions have been named potential landing spots for four NFL trade candidates, including two cornerbacks and a former first-round pick.
Joe Manchin slams political extremes on 'Hang Out with Sean Hannity'
Sean Hannity shares an exclusive preview of his upcoming podcast interview with former Sen. Joe Manchin. Manchin discusses the rise of political extremes running the country and calls for common-sense Americans to speak up.
Scientists can now rewire living brains
The tool could eventually lead to an entirely new approach for treating mental health
Jared Goff Makes Stunning Leap in NFL Quarterback Rankings
Detroit Lions QB Jared Goff takes the No. 1 spot in CBS Sports' Week 8 NFL quarterback power rankings, ahead of Josh Allen and Joe Burrow.
Here are 5 things to know about NFL Week 8
The NFL season is approaching its midway point, and the stakes are getting higher.
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 […]
Draft pundit reveals Broncos’ biggest need in 2027 NFL draft
What do you believe will be the Broncos' biggest need for the 2027 NFL draft?
Motorola has already confirmed its Signature 27 flagship is launching in November
Motorola's initial announcement suggested it was further off, but the Motorola Signature 27 is confirmed for a November 2026 launch date.
Preview: Bruins continue their road trip in St. Louis
Home of the giant arch. But just one arch, two arches means McDonald’s.
Vaso Rahimzadeh Joins Sen. Mark Kelly's Office as Science Detailee
Vaso Rahimzadeh joined Sen. Mark Kelly's office as an AAAS science detailee effective Sept. 1, 2026. Read more on the staff move and Kelly's committees.
Beloved platformer Celeste mysteriously delisted from Xbox store
Celeste, the acclaimed platformer that was first released in 2018, has been quietly pulled from the Xbox store and can no longer be purchased.
MORNING BUSINESS REPORT: Apple unveils first touchscreen laptop
Cait and Roger have your Thursday Morning Business Report.
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.
Arts and entertainment events happening October 29th - November 1st across the Mid-Ohio Valley
Arts and entertainment events happening October 29th - November 1st across the Mid-Ohio Valley
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.
Ice cream business new to Aiken coming to the Southside. Where will it be located?
AIKEN — Work has begun on the Southside to turn a former barbershop into an ice cream business. Stone Cold Creamery’s first location here will be in the shopping center that Target anchors on Whiskey ...
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
Pirates need to add a veteran starting pitcher
The Bucs have a good rotation. It still needs a veteran arm, however.
Ernie Johnson, the best to sit in a sports studio, made ‘Inside the NBA’ must-see TV
For more than three decades, Johnson helped turn "Inside the NBA" into a 21-time Sports Emmy Award winner.
Change or continuity? Benson and James battle down stretch run for governor’s office
The successor to term-limited Gov. Gretchen Whitmer could chart a new course on education, economic development and a range of other issues, though much will depend on which party controls the Legislature.