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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.
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.
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:
US Health Secretary RFK Jr. opens access to some unapproved peptides
Kennedy has supported broader access to peptides, calling himself a \
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
William Contreras is now one of coolest baseball players ever
The Milwaukee Brewers catcher is a joy to watch. This postseason put him into a special pantheon.
Netanyahu loses parliamentary majority as Israel faces uncertain political future
As coalition negotiations loom and allegations of foreign election interference emerge, Fox News Digital reporter Efrat Lachter reports from Tel Aviv, Israel.
Driving The Cheapest Lucid Air For 40,000 Miles Came With A Few Surprises
The most affordable Lucid doesn’t feel cheap, and it delivers all of the basics that the more expensive trims are known for.
New York Yankees Already Slammed With Brutal 2027 Prediction
The New York Yankees have already been hit with a brutal prediction for next MLB season.
HHS green lights six peptides, despite concerns from FDA scientists
Great news for peptide fans: The Trump administration is giving the peptide craze a regulatory boost, despite objections from FDA career scientists.
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.’
Bally’s Corporation Comments on The Star Entertainment Group AUSTRAC Decision and Continued Turnaround
PROVIDENCE, R.I., October 29, 2026--Bally’s Corporation (NYSE: BALY) today commented on the Federal Court of Australia’s decision in the Australian Transaction Reports and Analysis Centre ("AUSTRAC") proceedings against subsidiaries of The Star Entertainment Group Limited ("The Star") related to historical violations of the Anti-Money Laundering and Counter-Terrorism Financing Act 2006.
Spurs' Harris reaches benchmark in recovery from calf injury
The forward went through a workout on the court before the team's overtime victory in Salt Lake City, coach Mitch Johnson said before the game.
N.J. hospitals commit $7.8B to community health, unmet needs: NJHA report
A New Jersey Hospital Association report released said hospitals committed more than $7.8 billion to community health initiatives in 2024.
Which political party is better for your pocketbook?
Personal income grew 2.8% when Republicans controlled the White House vs. 3.1% when Democrats were in charge.
Bills Safety Damar Hamlin on Mental Health, CPR Advocacy and the 18th Game
Damar Hamlin on mental health, CPR advocacy and why an 18th game would need a bye week.
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
KKR Invests $475M in San Diego Life Science Campus
KKR has made a $475 million investment in Alexandria Real Estate Equities’ Campus Point by Alexandria Megacampus.
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.
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.
Takeaways From Knicks’ 19-Point Comeback Win Versus Bulls
After the New York Knicks ended their winless start on Tuesday night in a 111-97 win over the Detroit Pistons, the defending champions got their second win of the season on Wednesday night. The Knicks overcame a 19-point third-quarter deficit to beat the Chicago Bulls 133-127 at the United Center. Here are some takeaways from …
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.
LeBron James and Whoop Partner as Health Tracker Keeps IPO in Sight
LeBron James was an early Whoop adopter, and the health tracker and NBA star have now formalized their relationship 11 years later via an endorsement.
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.
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.
THIS WEEK: “Sick of It! Fix Health Care Now” Bus Tour Hits Final Leg with Stops in Tucson, Flagstaff, and Phoenix
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Graduate student took data science to the hardwood
Men’s basketball data analyst Boris Crnjak ’24 will soon earn his second Carolina degree.
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.
Alaska Science Forum: Ornithological observations from a recliner
I don’t know what age you’re supposed to start sitting in a recliner and looking out the living room window at the bird feeder, but I sure do like doing that.
Three Red Sox who deserved postseason MVP honors
The Red Sox have a postseason history unlike any other franchise in the 21st century. That went on full display in last week’s commentary on building their new-school World Series lineup. Boston put moments in the history books in the highest of highs and lowest of lows in October throughout the last quarter-century. Within those […]
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 ...
The Israel debate reshaping Jewish American politics
“There are plenty of people who believe, as I do, that Israel has a right to protect itself,” says David to Lauren, both pictured below, over the dinner table. Subscribe “How does starving children protect Israel?” she replies. “I don’t think Israel is intentionally starving children.” “It’s a little bit absurd to be sitting here talking about all of these very specific things,” Lauren says, “as opposed to looking at the totality of him as a candidate, and the 90% of things that you agree with him on.” This is a snapshot from a conversation between a Jewish father and daughter in Michigan ahead of the crucial Senate race. Lauren supports the Democratic candidate, Abdul El-Sayed. Her father is undecided. That is mainly because of El-Sayed’s stance on Israel, one that mirrors a growing wing of the party that has become critical of the US-Israel relationship following the war in Gaza. You’re reading FourSight, a newsletter from Channel 4 News’ expert journalists explaining the complexities of the biggest global stories Could that alienate Jewish American voters who have a strong connection to Israel - and the majority of whom have voted Democratic? A shifting stance on Israel “An ally that takes your money to push you into wars you shouldn’t be fighting is not an ally,” El-Sayed recently told ABC News, referring to the Iran war and how some Americans believe that Israel pushed President Trump into the conflict. Foreign policy has become an economic issue that’s hitting Americans’ pockets, with the soaring cost of petrol and diesel. El-Sayed, pictured below, has opposed military aid for Israel and accused the nation of genocide in Gaza. That led to the pro-Israel lobby group, AIPAC, funding his opponent, Hayley Stevens, to the tune of $30m during the Democratic primary here. “I frequently criticise AIPAC because I think the way that they are pouring dollars into defeating Abdul and others around the country… is really corrosive to American democracy,” Brad Lander says at a canvassing event in Detroit. Lander, a Jewish Democratic congressional candidate in New York, is an ally of Mayor Zohran Mamdani and has come to campaign for El-Sayed. “Democrats and Americans don’t want to keep paying for Netanyahu’s wars,” he says. “They want a reset in the US relationship with Israel.” The 2026 election has clearly been a bruising one for AIPAC; the Wall Street Journal reported that, in an unpublished letter, the group described the cycle as one of the “most challenging environments in recent memory”. Share And significantly, after the midterms, the group will stop direct contributions to candidates through one of its political action committees. Voters’ concerns We followed a group of Jewish canvassers around one suburb in Detroit. They think that among the 130,000 Jewish voters in Michigan, between 20 and 30,000 are undecided. In a swing state where El-Sayed beat his primary rival by just 13,000, that could prove pivotal. We meet one voter, Jen Friedman, pictured below, who has a “Democrats for Rogers” sign, referring to the Republican candidate. The issue of Israel is very important to her because “having a safe haven is crucial”, she tells me. “What I see is one candidate, Mike Rogers, who is associating himself with people who are very proudly American,” says Jen. “Abdul, on the other hand, is associating with people who say they are anti-American.” Friedman raises two issues. Firstly, Hasan Piker, a left-wing streamer who has campaigned alongside El-Sayed and has been criticised for his comments on the US and Israel. [ ](https://channel4news.substack.com/p/who-is-hasan-piker-the-socialist) [ Why Hasan Piker thinks the US needs a socialist Trump ](https://channel4news.substack.com/p/who-is-hasan-piker-the-socialist) Anushka Asthana · Aug 19 [ Read full story ](https://channel4news.substack.com/p/who-is-hasan-piker-the-socialist) The other concern regards an attack on a Michigan synagogue back in March. The FBI said the man was inspired by Hezbollah and had lost relatives in an Israeli airstrike on Lebanon. El-Sayed condemned the antisemitic attack, but also said “hurt people hurt people”. That upset many here, with El-Sayed apologising numerous times for his choice of language. Jews for Abdul As we follow the canvassers, there are still plenty of lawn signs supporting El-Sayed. Elissa Driker, pictured below, runs out of her house wearing a “Jews for Abdul” t-shirt. “I feel like the values that Abdul has align with how I live my Judaism,” she tells me. She says “Abdul is not Hasan Piker, so I don’t conflate them”. I ask why Piker keeps coming up. “It gets weaponised. I don’t know if you watched the debate the other night, but talk about… weaponising fear and weaponising anxiety and all that Islamophobic dog-whistling that was coming towards Abdul.” I also talk to Elissa about how Americans more broadly appear to be questioning the US-Israel relationship and whether American Jews were ready to do that too. “A lot of American Jews are. My experience is absolutely the tide is turning.” For the first time, Gallup found this year that Americans now sympathise more with the Palestinians than the Israelis. In another poll of Jewish American voters, 65% said they were pro-Israel but also critical of Israeli government policies, 52% support cutting or eliminating aid to Israel. Father and daughter Back at the dinner table, I bring up those polls with David Fink. Why does he think Americans sympathise less with Israelis? [ ](https://channel4news.substack.com/p/how-support-for-israel-in-us-is-declining) [ How support for Israel in US is declining ](https://channel4news.substack.com/p/how-support-for-israel-in-us-is-declining) Kiran Moodley · May 4 [ Read full story ](https://channel4news.substack.com/p/how-support-for-israel-in-us-is-declining) “Because the news media and the extremes of both parties are so willing to tell what I think is a false narrative.” Lauren chimes in: “Do you really think the actions of Israel have nothing to do with the shift in the sympathies?” “I think that’s very relevant,” he replies. “I just don’t think that people really have a full understanding.” Lauren again: “It sounds like you’re saying that the shift is due to how the atrocities are being described, as opposed to what the actual atrocities are.” “There have been some things that shouldn’t have happened,” David says. “I think the polling is being driven by politicians who are taking advantage of this issue.” Lauren then asks, “I’m curious what your response would be if my children were killed in an Israeli airstrike and someone said there have been some things that shouldn’t have happened?” A long pause from her father. “Any reference to my grandchildren has a very deep emotional impact on me. Well done,” he says. “I have an empathy for any civilian in war and I don’t mean to belittle those losses. The loss of any one life is a horrible thing. But it doesn’t make it a war crime and it doesn’t make it genocide.” Lauren and David cannot agree but tell me how proud they are of one another for sticking to their convictions and for agreeing to let me sit in on their conversation. I cannot thank them enough for their time, and hope their honesty informs and educates many people during such a fraught election. Abdul El-Sayed: The candidate testing the US - Israel relationship Thanks for reading our latest FourSight newsletter. Subscribe to receive free weekly newsletters from Channel 4 News. Subscribe Share Channel 4 News Leave a comment
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.
These students solve research problems with their hands - College of Arts and Sciences
Scholars in the UNC computer science department’s Experimental Engineering Lab learn skills applicable across disciplines.
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
A Model Business: For over 30 years, Kranzel’s Hobby Town has merged racing with family
A hobby store in Lower Allen Township brings people, and one family in particular, together. David Kranzel was in his mid-20s when he and his father, Stuart, opened Kranzel’s Hobby Town in 1993. He raced model cars around the country as a teenager, and Harrisburg-area racers needed a place to purchase vehicles and accessories in […]
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.
Price Crisis: Local food businesses struggle, adapt as costs continue to rise
“Bills, bills, bills,” John Kelly said, with a sigh. “And then there’s nothing left at the end of the week.” For Kelly, and Lauren Ellis, his co-owner at Red Raven Surf and Turf, the situation is doubly demoralizing. Not only do they, along with most middle-class Americans, struggle with recent price hikes for most food, […]
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.
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
3 Ways ProgenyHealth Can Transform Maternity and Infant Health, Claims Management
Pregnancy and NICU admissions are among the most complex areas in healthcare. A new report from ProgenyHealth highlights how the company can work with Medicaid and commercial health plans to uncover insights and hidden risks critical to improving maternal and infant care and reducing costs.
Exclusive: Revenue recovery startup Midstream Health raises $20M
The company's service helps hospitals recover earned revenue.
“Some UFOs can disappear without a trace.” Why scientists still struggle to explain certain reports
Some UFOs seem to vanish so abruptly that the footage looks almost impossible. The real mystery is determining if the object disappeared—or if our ability to see it did.
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.
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, […]
Ria Health Brings 24/7 Peer Support to Virtual Alcohol Treatment Through Partnership with CHESS Health
Patients in all 50 states now have round-the-clock access to peers, community and crisis support through the Connections app, extending care far beyond the scheduled visitSan Francisco, CA, Oct. 29, 2026 (GLOBE NEWSWIRE) -- Cravings, stress and isolation don’t keep office hours. Ria Health, the nationwide telehealth provider of alcohol use disorder treatment, is making sure its patients never face those moments alone. Through a new partnership with CHESS Health, every Ria Health patient now has
Kim Kardashian reveals 'irregularities' on esophagus that need to be 'cut out'
Kim Kardashian provides a health update in the new episode of "The Kardashians." She was diagnosed with esophagitis, which her dad died from in 2003.
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 […]
Angel Studios bans nudity, sex scenes, profanity in sweeping new 'Angel Promise'
Angel Studios, the faith-friendly entertainment company behind box office successes such as Sound of Freedom and The King of Kings, is establishing permanent content standards designed to protect its
Computerized clairvoyance: psychics push back against AI-generated readings
Human practitioners warn computer-generated offerings lack the empathy and connection central to divination
Entertainment Listings: Oct. 30-Nov. 1
Click here to view this article from sanmarcosrecord.com.
Commentary: Netflix is going through an identity crisis
Netflix has found itself in the news lately for all the wrong reasons. The streamer laid off around 1,000 employees — its largest staff cuts since 2022 — and underwent
Preview: Bruins continue their road trip in St. Louis
Home of the giant arch. But just one arch, two arches means McDonald’s.
Michelin-recognized Sifr is opening a cafe in River North
Sifr Café, set to open Nov. 11, will be located inside the Middle Eastern restaurant.
Bicycle Therapeutics Reports Recent Business Progress and Third Quarter 2026 Financial Results
CAMBRIDGE, England & BOSTON, October 29, 2026--Bicycle Therapeutics plc (NASDAQ: BCYC), a pharmaceutical company pioneering a new and differentiated class of therapeutics based on its proprietary bicyclic peptide (Bicycle®) technology, today reported financial results for the third quarter ended September 30, 2026, and provided recent corporate updates.
Surf Air Mobility Provides SurfOS Business Update, Highlighting OperatorOS Commercial Launch and Enterprise Growth Priorities
LOS ANGELES, October 29, 2026--Surf Air Mobility Inc. (NYSE: SRFM) ("Surf Air Mobility" or "the Company") today provided an update on recent achievements and priorities for SurfOS, the Company’s AI-enabled software operating system powered by Palantir Technologies (NASDAQ: PLTR) ("Palantir").
Wisconsin price checks cited in federal lawsuit against Dollar General
No store in the Madison area is specifically mentioned in the lawsuit, which accuses the retail giant of systemic pricing inaccuracies and overcharges.
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.
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.
Column: Poll-dancing Michigan politics
As this is written, we’re on the home stretch for the Nov. 3 midterm election, and I’m looking forward to an end to the endless texts and television commercials if less than enthusiastic about who the polls say will wind up crossing the thr…
For 112 years, a Central NY dairy farm family made milk and memories. Now they can sleep in
'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 hospitals are reworking care for sicker patients
Hospitals are treating sicker patients, spurring health systems to expand capacity, standardize care and cut costs.
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.
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
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