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CU Boulder professor Steve Nerem to co-chair NASA survey | ETIH EdTech News
University of Colorado Boulder professor Steve Nerem will co-chair NASA's 2028–2037 Earth science decadal survey, reviewing satellite capabilities and more than 250 research submissions. ETIH edtech news covers the appointment and the university's role in space research.
Braves make unsurprising Ronald Acuna Jr., Ozzie Albies contract decisions
The Atlanta Braves made two unsurprising moves on Thursday. Atlanta is officially exercising Ronald Acuna Jr. and Ozzie Albies’ contract options, the team announced. The team announced other moves as well. “The #Braves today exercised options for OF Ronald Acuña Jr. and INF Ozzie Albies for the 2027 season. Atlanta also reinstated RHPs Spencer […] The post Braves make unsurprising Ronald Acuna Jr., Ozzie Albies contract decisions appeared first on ClutchPoints.
The health effects of time change as push for permanent standard time continues
Research shows permanent standard time would decrease the rate of obesity and stroke.
After 8 years, NH rail bike business prepares for its last ride
Fall rides aren’t the last hoorah for Scenic RailRiders. They will be running a holiday lights tour from Nov. 20 to Dec. 20.
Kansas City Royals Make Decisions On Team's Club Options
The Royals returned a starting pitcher and let a reliever go on Thursday afternoon.
Rockets Announce Alperen Sengun Injury Status Update vs. Mavericks
The Houston Rockets have provided an initial injury update on center Alperen Sengun ahead of their contest against the Dallas Mavericks. The post Rockets Announce Alperen Sengun Injury Status Update vs. Mavericks appeared first on HEAVY.
Longtime Autodesk Lawyer Takes GC Post at Business Software Alliance
Dana Steele joins BSA after nearly two decades at Autodesk, taking a legal leadership role at an influential trade association representing enterprise software companies as the industry navigates rapidly evolving AI and cybersecurity policy, amongst other risks.
Las Vegas Sports Jobs Have More Than Doubled in a Decade, UNLV Data Shows
Updated CBER dashboard reveals nearly 19,000 regional sports-related jobs, $860 million in annual visitor spending, and growing youth participation.
Eight Blue Jays Become Free Agents
The Jays have eight players who declared free agency today: Shane Bieber, Patrick Corbin, Yimi Garcia, Max Scherzer, Paul Sewald, George Springer, Jameson Taillon, and Luis Urias. Only six teams have more free agents: Other old friends becoming free agents: Chris Bassitt, Isiah Kiner-Falefa, Randal Grichuk,Trevor Richards, Jordan Romano, Jacob Waguespack, Daulton Varsho, Luke Maile, […]
MLB's 2027 season threatened with lockout looming when labor deal expires Dec. 1
When Jake Bauers gloved the final out of the Milwaukee Brewers' first World Series triumph, it might have ended the last Major League Baseball game for a long time.
Health Brief: Medicaid decision gives ‘frail’ Americans some relief from work rules
Plus: Political ties can hurt nursing home care, report shows
NYC K-12 enrollment fell 19% over decade, raising resource concerns
NEW YORK — New York City’s public schools lost 187,000 students in kindergarten through 12th grade in over a decade, according to a new report by the city comptroller —
Acclaimed Iranian filmmaker Jafar Panahi sentenced again on unclear charges
Iran has sentenced award-winning filmmaker Jafar Panahi to five years and one month in prison and ordered the seizure of of all of his assets. The "It Was Just an
RFK Jr. announces latest plans to update infant formula standards
HHS said 30 required nutrients will be examined as part of the first review of infant formula’s ingredients and nutrition in nearly three decades.
Como Park Zoo euthanizes Skeeter the giraffe, a favorite of visitors and zookeepers
Zoo officials said Skeeter was “an unforgettable combination of engaging, stubborn, gentle, and mischievous.” In recent months, the zoo said, arthritis limited his mobility and made it difficult for him to rest comfortably.
Bruins Announce Jeremy Swayman Decision After Hurricanes Loss
The Boston Bruins announced a Jeremy Swayman decision following their loss to the Carolina Hurricanes. Here's what it means for the goalie. The post Bruins Announce Jeremy Swayman Decision After Hurricanes Loss appeared first on HEAVY.
Oregon makes second try at own health insurance marketplace. How is this time different?
More than a decade after a botched rollout, the state is poised to launch its own system for a marketplace once again.
Gamma-ray burst is one of the brightest in decades
It shot out a billion years’ worth of solar energy through a pencil-sized jet.
The New DNA Technology That Linked Ted Bundy to a 52-Year-Old Cold Case
Software known as STRmix was instrumental in identifying Mr. Bundy’s DNA in a decades-old sample.
Dontayvion Wicks absent Thursday
Eagles WR Dontayvion Wicks missing second straight practice Thursday
Alaska Fisheries Science Center attributes hybrid snow-Tanner crab boom to marine heatwave, decreased competition and predation
Alaska Fisheries Science Center attributes hybrid crab boom to marine heatwave competition and predation
‘MNF Playbook’ altcast ratings drawing closer to slumping ManningCast
ESPN and the NFL have invested significant time and money in Monday Night Football altcasts. Now multiple altcasts, including ESPN2’s famed ManningCast and NFL Network’s MNF Playbook Next Gen Stats version, are competing. One of the headlines in NFL media this season has been the ManningCast’s declining ratings with Peyton and Eli Manning. After reaching millions of viewers…
UFC abruptly cancels Nov. 7 main event
Well, this sucks. No. 5-ranked welterweight contender Sean Brady has withdrawn from his UFC Vegas 124 main event against No. 6-ranked Gabriel Bonfim due to injury, giving the promotion roughly one week to cook up a replacement or find a new headliner altogether. Brazilian journalist Laerte Viana first reported the change on Thursday. The current UFC […]
Michele Tafoya walked away from a dream job to find her political voice
The Republican Senate nominee’s decision to leave NBC at the height of her career paved the way for her run for office.
Justice Department appeals ruling allowing California to count disputed ballots
The federal government has appealed a court decision allowing California to count ballots allegedly sent to noncitizen voters. The appeal came just hours after a district judge rejected the Justice
Decapitated man buried near fort in Roman-era Scotland gets a new virtual face
See the new facial reconstruction of a man from Roman-era Scotland who was decapitated after his death and buried near a Roman fort.
Bill Cowher to advise NC State in football coaching search
The road to NC State’s head coaching job now runs through The NFL Today. In a letter to “Wolfpack Nation,” athletic director Boo Corrigan and Chancellor Kevin Howell said Corrigan will lead the school’s search for Dave Doeren’s replacement while leaning on the “counsel and expertise of trusted advisors.” That group includes two former Wolfpack…
Commentary: Science shapes Michigan policy. Voters deserve to know candidates’ views.
Policy decisions do not happen in isolation, nor are they confined to Capitol Hill or Lansing. Decisions made across all levels of government directly affect Michiganders’ health and livelihoods. From monitoring our food supply to protecting drinking water, scientists help governments identify risks, evaluate possible responses, and decide what actions to take. Recent events in […]
Commentary: Science shapes Michigan policy. Voters deserve to know candidates’ views.
Policy decisions do not happen in isolation, nor are they confined to Capitol Hill or Lansing. Decisions made across all levels of government directly affect Michiganders’ health and livelihoods. From...
Alexandria defense contractor to lay off 65 employees
DCS plans to permanently lay off 65 employees at Fort Belvoir in December after the U.S. Army selected another contractor.
Ubisoft Shares Cryptic Assassins Creed Codename Hexe Update
Assassin's Creed Codename Hexe was announced all the way back in 2022, but aside from a spooky teaser, we still don't know much about it. In a new blog post, Ubisoft has shared a cryptic clue that may shed some light on the project — if you're able to decode it, that is.
Peter Schmeichel Questions Man Utd's Decision To Sell 'Goal Machine’
Former Manchester United goalkeeper Peter Schmeichel has questioned the club's decision to sell Rasmus Hojlund.
Angels Option Decisions Cover A Wide Range Of Possibilities
The Los Angeles Angels only have one player option to consider, but things get tricky with two who are out of options.
Fur merchant revives retail business, battles activists
Nearly two decades after shutting down his shop in Portland, Ore., fur merchant Gregg Schumacher is stepping back into the retail business. The new iteration of Schumacher Furs has returned […]
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.
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.”
Padres Option Decisions Start With King Opting Out
The San Diego Padres have multiple option decisions to make, and they start with starter Michael King.
10 Years Later, Movies Are Back at Utica's Uptown Theatre with Halloween Weekend Screenings
Movies have returned to the Uptown Theatre in South Utica after more than a decade away.
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.
PODCAST: Keeping Native capital flowing through political change
Native CDFIs finance homes, support small businesses and create jobs. Keeping capital flowing into their communities also requires a voice in the policy decisions that shape federal funding and bank investment. In a new episode of Difference Makers 3.0, Native CDFI Network CEO Pete Upton and policy consultant Ian Record join host Brian Edwards to […]
PODCAST: Keeping Native capital flowing through political change
Native CDFIs finance homes, support small businesses and create jobs. Keeping capital flowing into their communities also requires a voice in the policy decisions that shape federal funding and bank investment. In a new episode of Difference Makers 3.0, Native CDFI Network CEO Pete Upton and policy consultant Ian Record join host Brian Edwards to […]
Bysiewicz (opinion): Let's return to politics Nancy Wyman practiced
Lt. Gov. Susan Bysiewicz pays tribute to the legacy of her predecessor, Nancy Wyman. 'Our state is a little less sparkly without her in it.'
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.
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.
Grand Theft Auto VI: Original Score launches December 11
Rockstar Games will release the Grand Theft Auto VI: Original Score by French electronic duo Justice on December 11 across all major music streaming services, as well as on double CD and triple vin…
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.
Kingwood Ballet gears up for 42nd annual Nutcracker performance
Kingwood Ballet will host its 42nd annual Nutcracker performances Dec. 5-6 and debut The Little Mermaid in the spring.
Boo-ming business: KSU expert explains why consumers spend on Halloween
The National Retail Federation projects Halloween spending to reach a record $13.5 billion. Kennesaw State's Patrick Fennell explains how nostalgia, family traditions, social connections and self-expression drive spending on costumes, candy and decorations.
Decommissioned NVIDIA supercomputer with 9,600 A100 GPUs hits eBay for $60 million, free shipping included
A used NVIDIA AI cluster containing 9,600 A100 GPUs and 4,200 AMD EPYC CPUs appeared on eBay. Its $59.7 million asking price included free ground delivery.
TOY: Entertainment growth offset declines elsewhere as Q3 revenue held near flat
Q3 revenue was nearly flat, with Entertainment growth offsetting Toys and Digital Games declines; adjusted EBITDA was broadly stable. YTD operating cash flow and free cash flow improved, while category point-of-sale shares declined across focus categories.Original document: Spin Master Corp [TOY] S…
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
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.
St. Mary’s business manager retires after 32 years of service
Business managers like Elaine Stanislawski don’t come around every day or even every decade. The 81-year-old New Jersey native has served St. Mary of the Immaculate Conception Church in Fredericksburg for the past 32 years.
Six popular sugar substitutes linked to faster brain aging
A study of nearly 13,000 adults found that people consuming the most artificial sweeteners experienced a 62% faster decline in memory and thinking skills, equivalent to approximately 1.6 additional years of brain aging. Six popular sweeteners were linked to faster cognitive decline, raising concerns about the long-term brain health effects of common sugar substitutes, although causation was not established.
Video: Business Owners
Optimism is high, but so are the stakes. With 87% of business owners optimistic about their outlook, many are also confronting big decisions about when to sell, how to prepare for political uncertainty and where AI fits into their future.
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.
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, […]
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.
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…
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.
MARIA BARTIMORO TO HOST AMERICA BUSINESS FORUM 2026
America Business Forum today announced that Maria Bartiromo will serve as Host of America Business Forum 2026, taking place December 16-17 at Kaseya Center in Miami. Across two days, Bartiromo will guide the conversations on the forum's main stage, before a live arena audience and a global broadcast.
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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