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Business Profile: Hopkinton Psychological Services offers therapy, scientific-based treatments
Combining treatments based on research with a relaxed, conversational psychotherapy, Keith Donohue, Ph.D., helps clients address a variety of mental
College football Week 9 players to watch: Can Miami's Javian Mallory continue to find the end zone against North Carolina?
NC State Health Plan turns to Retirees Health Benefit Fund to avoid running out of cash
Despite making its benefits less attractive to members in 2026, the Health Plan saw an unexpected uptick in spending. Leaders are hopeful it is a short-term problem.
Halloween scares: the science behind why some people love horror
EL PASO, Texas (KVIA) -- Love it or hate it, horror is king this time of year. Movies, costumes and jump scares abound. There are two factors that influence how we feel about it. One is genetics, the other is personal experience. Neuropsychiatrist Dr. Katherine Brownlow says everyone is born with different temperaments. Some love
Physicians and health systems must align on AI to avoid repeating EHR mistakes
Early wins with ambient AI scribes, shared control over clinical decision support tools and incremental pilots can build the trust needed for a decades-long transformation.
Your Health, Their Platforms
The issue of healthcare could decide this year’s midterms. Here are the plans of six potentially history-making candidates.
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
PHOTOS: Protect Our Care’s “Sick of It! Fix Health Care Now” Bus Tour Holds Gabe Evans’ Feet to the Fire for Ripping Away Coloradans’ Health Care
Sen. John, Hickenlooper, Rep. Brittany Pettersen, Manny Rutinel Joined Protect Our Care’s “Sick of It!” Bus Tour in Adams County, Colorado View the Getty Photos Here Washington, D.C. – On...
Dolphins claim former Seahawks 3rd round pick off waivers
Christian Haynes comes to Miami with Kadyn Proctor in concussion protocol.
Legislators introduce US Swine Health Improvement Plan Act
The program follows the model of the National Poultry Improvement Plan, which has protected the poultry industry for more than 90 years from diseases.
Reflex raises $14M to help enterprises replace generic third-party software with custom business apps
Reflex raises $14M to help enterprises replace generic third-party software with custom business apps - SiliconANGLE
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 …
Lancaster\'s \'Potato Man\' to be featured on \'Drew Barrymore Show\' Friday
Lancaster city resident Pat Foy has been handing out potatoes for Halloween for so long that he's now starting to see the second generation of trick-or-treaters relish the same memory.
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.
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.
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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Captive owners find new ways to finance risks, manage losses
Captive insurance companies are increasingly used for more than traditional risk financing, as owners seek to improve loss prevention, manage capital more efficiently and extend insurance services to…
Study: Fewer Americans willing to have someone with opposing political views marry into their family
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. (
How the law protecting Americans from surprise medical bills is driving up healthcare costs
A handful of providers are hijacking the arbitration process – and consumers are likely to foot the bill.
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 […]
Cuauhtémoc Cárdenas, historic Mexican politician and former presidential candidate, dies at 92
Cuauhtémoc Cárdenas, a three-time presidential candidate and one of Mexico's most important modern political voices, died Wednesday at 92, Mexican President Claudia Sheinbaum said.
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.
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
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.
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.
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...
Inside Business Matters: A CNY chain is one of the nation’s biggest employee-owned firms
Every Thursday, the Business Matters newsletter gathers Syracuse.com’s most insightful, noteworthy business journalism for readers.
A striking Mars cloud may be born from surprising physics
Everyday Earth clouds get their start with a bit of salt or dust. Not so the Red Planet's Arsia Mons Elongated Cloud, computer models suggest.
College of Science Alumni Spotlight: Dr. Ted Swann
Swann builds a practice and a laboratory around time, trust and health.
ENTREFest announces Cedar Rapids as host city for 2027 event
ENTREFest will bring entrepreneurs, startup founders and small business owners from across Iowa and the Midwest to Cedar Rapids June 9-11, 2027, with programming at multiple locations throughout the NewBo District and Kingston Yard. Produced by NewBoCo, the conference will feature multiple pitch competitions, keynote presentations, hands-on workshops and sessions covering artificial intelligence, marketing, venture…
Bass-Raman mayoral race has avoided the identity politics that dominate LA's history
The L.A. mayoral race has not been marked by racial divisions or differences over immigration, assimilation or cultural hegemony.
Cris Carter Gets Real on Vikings, Kirk Cousins Trade Speculation
The Minnesota Vikings‘ offense has a lot of question marks as the 2026 NFL season is hitting its midway point. Minnesota’s defense is arguably the best in the league, but it’s their offensive unit that causes some to pause on whether to believe the Vikings are for real.With the trade deadline approaching on Nov. 10, […] The post Cris Carter Gets Real on Vikings, Kirk Cousins Trade Speculation appeared first on HEAVY.
Booker: Moment is here for KY to put common sense over corruption, people over politics
Charles Booker makes his case to voters before Election Day.
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.
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, […]
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.
“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.
Scientists may have found new dwarf planet
Rubin Observatory has spotted a distant world beyond Pluto as its decade-long survey begins revealing the hidden solar system.
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.
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, […]
Alphabet should split its search business from its cloud business, says D.A. Davidson's Gil Luria
Gil Luria, D.A. Davidson head of technology research, joins 'Squawk Box' to discuss the quarterly earnings results of Alphabet and Microsoft, impact of AI chatbots on Alphabet's search business,
The cost of healthcare is hitting America where it hurts: The wallet
This article first appeared on KFF Health News and is republished here with permission. Bill McAdams, a 45-year-old travel nurse from Holiday, Florida, was uninsured last year when he experienced a stroke. He hadn’t been able to afford his agency’s health plan, which would have cost $3,600 monthly to cover him and his wife. The […]
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
Many Texans must choose between healthcare and food
More than half of Texans worry about paying for food while keeping health insurance, writes columnist Chris Tomlinson.
Phillies' rotation is set, but they can't procrastinate on adding depth
Late-season injuries left the Phillies searching for innings in back-to-back years. Four possible additions could keep them from scrambling again.
In Creole Country, Black Residents Ask What the Fight for Voting Rights Delivers
Opelousas has shaped the fight for Black voting rights for centuries. Today, residents disagree over whether Democrats, Republicans, or racial solidarity offer a path forward.
Republicans are trying to make the Texas Senate race about “manliness”
Ken Paxton keeps accusing James Talarico of being “low-T.” Do voters care?
Trump defends war in Iran, tariffs during Texas campaign swing
Despite polls showing most Texans disapprove of the president's handling of the economy and the war in Iran, Trump can’t stop talking about both.
Trump and Obama trade barbs on campaign trail in final days before midterm election
Former president says ‘these are not serious people’ as Trump holds rallies for Republican candidates
How Katie Lee channeled a chaotic coming of age into a business empire
Katie Lee is a success, by any metric. She has four bustling Katie’s restaurants to her name in St. Louis and a line of packaged goods—jarred sauces and pasta bakes and frozen pizzas—selling at retailers across the U.S. She also boasts 500 employees and a brand synonymous with Italian chic. Keep up with local business […]
An AI Breakthrough Has Made Decades of Computer Science Research ‘Irrelevant’
Anthropic and OpenAI say they’ve disproved a key tenet of computer science. Researchers are struggling with the fall but also feel like “overexcited bunnies” as they look at new questions to explore.
Will Hurd Worked With Sam Altman. His (P)Doom Is “Not Zero.”
Will Hurd was scared about AI way before you were.
Support Hubs Help New Researchers Break Through Bottlenecks at Big Science Facilities
A formative evaluation of a Horizon Europe project finds that dedicated support hubs significantly raise the odds that new researchers clear technical feasibility checks at European research infrastructures, while a downstream gap between laboratory validation and industrial
37 Interactive Entertainment Network Technology Group: Q3 sales grew, but launch spending and investment losses drove a sharp adjusted-profit decline
Q3 revenue rose YoY and QoQ, led by strategy, casual and overseas growth, but adjusted profit fell sharply as new-game promotion costs were front-loaded. A Zhipu-linked investment loss also weighed on reported earnings.Original document: 37 Interactive Entertainment Network Technology Group Co., Lt…
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.” He binged on true crime documentaries, handpicked by his wife, to prepare for the role....
Only about half of social science findings held up when retested, major replication project finds
Psychology’s replication problems drew wide attention after 2015. A new study in Nature suggests the challenge is not unique to psychology: across economics, education, business, sociology, and political science, success rates were similar.
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.
In the Lead: The Daily Record announces 2026 Best Family-Owned Businesses
Surely, some families and businesses just aren’t meant to mix. But in other cases, the personalities, skill sets and trust are a perfect match. The Daily Record is proud to honor our In the Lead: Best Family-Owned Businesses who got that recipe right.
‘She could have gotten away with’ murder: The dangerous science behind the Queen of Crime
New explorations reveal the early education and adventures of bestselling author Agatha Christie, who did more than dip her toe in the world of science.
Political homelessness: How the Michigan Senate race divided the Jewish community
The high-stakes race caused a rift among Jewish voters unhappy with Abdul El-Sayed
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.
Liability for clinical AI
Aligning accountability with clinical authority to protect patients and support responsible innovation. Learn more.
'Out of control' healthcare costs and too few solutions worry Northeast Ohio voters
Rising healthcare costs are a top concern for voters. Will it influence how they vote this election?
Georgia is single-handedly shifting the conversation on Black women in politics
It’s a milestone years in the making, backed by major efforts to organize and register voters.
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.
Pens Points: Mammoth Sighting
It was a much needed four day break for a battered Pittsburgh Penguins team, but now the schedule resumes and it wastes no time throwing the team right back into the fight with another matchup against the Utah Mammoth, the same team that just beat up on the Penguins 11 days ago to close out […]
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.
Patrick’s Politics: You can’t afford to vote Republican
Rising inflation and sky-high gas prices. Blatant mismanagement of foreign policy. A fading president losing his grip on reality. These were all attacks used by Republicans against former President…
Is Montana holding the key to undoing Citizens United?
A measure on Tuesday's ballot aims to stem the flow of dark money spending in the state—and maybe beyond.
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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