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Business jet carrying 9 people crashed in a Florida neighborhood, erupting in flames
WOAI NBC News Channel 4 San Antonio provides local news, weather forecasts, traffic updates, investigations, and items of interest in the community, sports and entertainment programming for San Antonio and nearby towns and communities in South Central Texas, including Windcrest, Uvalde, Universal City, Somerset, Seguin, Schertz, San Marcos, Sabinal, Poth, Poteet, Pleasanton, Pearsall, New Braunfels, Live Oak, Kerrville, Hondo, Helotes, Goliad, Fredericksburg, Floresville, Eagle Pass, Devine, Del Rio, Cuero, Crystal City, Converse, Cibolo, Castroville, Carrizo Springs, Boerne, Bandera.
Four dead, 15 injured in three shootings on Halloween across Dallas entertainment district
Night out turns violent as gunfire erupts outside La Cantera-area business
KABB Fox News 29 San Antonio provides local news, weather forecasts, traffic updates, investigations, notices of events and items of interest in the community, sports and entertainment programming for San Antonio and nearby towns and communities in South Central Texas, including Bandera, Boerne, Carrizo Springs, Castroville, Cibolo, Converse, Crystal City, Cuero, Del Rio, Devine, Eagle Pass, Floresville, Fredericksburg, Goliad, Helotes, Hondo, Kerrville, Live Oak, New Braunfels, Pearsall, Pleasanton, Poteet, Poth, Sabinal, San Marcos, Seguin, Schertz, Somerset, Universal City, Uvalde, Windcrest.
Night out turns violent as gunfire erupts outside La Cantera-area business
WOAI NBC News Channel 4 San Antonio provides local news, weather forecasts, traffic updates, investigations, and items of interest in the community, sports and entertainment programming for San Antonio and nearby towns and communities in South Central Texas, including Windcrest, Uvalde, Universal City, Somerset, Seguin, Schertz, San Marcos, Sabinal, Poth, Poteet, Pleasanton, Pearsall, New Braunfels, Live Oak, Kerrville, Hondo, Helotes, Goliad, Fredericksburg, Floresville, Eagle Pass, Devine, Del Rio, Cuero, Crystal City, Converse, Cibolo, Castroville, Carrizo Springs, Boerne, Bandera.
Connect to the Capitol Extra: Katrina Shealy on women in SC politics, endorsing Democrats
Women connect with health resources at UPMC’s Pretty in Pink evening
Hundreds of women attended UPMC’s annual Pretty in Pink event, which connected attendees with community and health resources.
A place to belong: Why connection matters in mental health
Birch Tree Communities helps Arkansas adults living with serious mental illness build friendships, find belonging, and feel supported throughout recovery.
Election officials brace for foreign threats
With the midterms just days away, the channels for federal officials to communicate foreign threats to election officials are at their weakest since the 2016 vote, numerous sources who work in elections told CNN.
Halloween meets game day: How Sixth Street is preparing for a packed night
With Halloween and a University of Texas game bringing crowds downtown tonight, APD expects 80,000 to 100,000 people in the entertainment districts...
Ellis Medicine, Hometown Health Centers host Schenectady Fall Family Boo Bash fundraiser
Families in Schenectady got an early start on fall festivities at the Fall Family Boo Bash, an event hosted by Ellis Medicine and Hometown Health Centers.The tw
The Best Time to Fix Your Business Is When Things Are Going Well by Nathan Tayloe
There's a pattern I've noticed working with growing businesses over the years. Conversations about what needs to change rarely happen when things are going well. They tend to happen when growth slows, a competitor starts winning business, or something that used to work stops producing the same results. By then, the decisions are often harder, more expensive, and more urgent than they needed to be. It's understandable. When revenue is growing, customers are coming in, and employees are busy, there's little incentive to question what's working. Leaders have plenty to manage without creating new challenges for themselves. Running my own business has taught me that it's easy to get caught up in what's happening today and put off improvements you know will matter tomorrow. Those periods of success may actually be the best opportunity a business has to make meaningful improvements. When Success Makes Change Less Urgent Most businesses have things they know could be better. The challenge is finding a compelling reason to address them when everything appears to be working. Maybe the company has outgrown its original positioning. Perhaps internal processes haven't kept pace with growth, or the customer experience has become inconsistent as the organization has expanded. These issues don't necessarily prevent a business from growing. Strong demand can make them easier to overlook, especially when teams are focused on keeping up with the work already coming in. Over time, small inefficiencies become accepted ways of operating. Outdated processes remain in place because they've always worked well enough, and opportunities to improve get pushed aside in favor of more immediate demands. The business continues moving forward, but some of the things supporting that growth aren't getting stronger along with it. The Advantage of Acting Early When a business is performing well, leadership has something valuable: options. There's more flexibility to invest, experiment, develop people, and make thoughtful decisions without the pressure of an immediate problem that needs solving. Compare that with trying to make the same changes when revenue is declining, or the market has shifted. Investments become harder to justify, timelines get compressed, and decisions that could have been made strategically become urgent responses to circumstances. I've seen businesses postpone improvements for years because there was never a particularly good time to address them. Eventually, circumstances decide for them, often when they have fewer resources and less flexibility to respond. Growth Changes What a Business Needs This is especially relevant in a growing market like Wilmington, where new businesses, new residents, and continued investment are creating opportunities across the region. As organizations grow, the expectations placed on them change. Customers expect greater consistency, employees need clearer processes and opportunities, and leadership has to make decisions that support a larger, more complex business. What worked when a company was smaller may still work today, but that doesn't necessarily mean it will support where the organization wants to go next. Sometimes the most valuable improvements are the ones that prepare a business for demands it hasn't experienced yet. That might mean: Strengthening internal processes before they become bottlenecks Developing leaders before the organization depends on them Improving the customer experience before inconsistencies affect retention Revisiting positioning before the market outgrows the company's story None of these changes requires a crisis. They require recognizing that a growing business needs to keep evolving, even when current performance gives leadership little reason to worry. Use the Good Years Wisely Successful businesses don't need to constantly reinvent themselves. There's value in knowing what works and having the discipline to build on it. There's also value in occasionally asking whether the business is as strong as its current performance suggests. Are there problems we've learned to work around instead of solving? Are we still operating the way we did several years ago, even though the business has changed? What would we improve today if we weren't waiting for something to go wrong? Success creates the freedom to ask those questions and act on the answers. The businesses that make the most of that opportunity are often better prepared for whatever comes next. The strongest businesses don't need a crisis to recognize an opportunity to improve. They use the good years to prepare for the years ahead. — Learn more about how we help organizations strengthen their positioning, align their strategy, and prepare for what's next at tayloegray.com, or reach out directly at nathan@tayloegray.com.
An AI Called LUMINA Is Being Taught to Pick Safe Landing Sites on the Moon
Ohio State researchers unveiled LUMINA, an AI framework meant to help planners choose safe, resource-rich Moon landing sites, with Mars as a possible later target.
Science Spooktacular Returns to Elkhart County 4-H Fairgrounds for Halloween
WSBT CBS 22 provides news, sports, entertainment and public interest programs to the South Bend, Indiana area including Mishawaka, Notre Dame, Granger, Osceola, Elkhart, Jimtown, Dunlap, New Carlisle, Goshen, Middlebury, Bristol, New Paris, Nappanee, Howe, Lagrange, Topeka, Bourbon, Milford, Syracuse, North Webster, Warsaw, Bremen, Plymouth, Walkerton, Argos, Tippecanoe, Culver, Grovertown, Delong, Rochester, Akron, Winamac, North Judson, LaPorte, North Liberty, Wakarusa, Lapaz, Millersburg, Knox, and Michigan City, Indiana – and these areas of Michigan: St. Joseph, Benton Harbor, Buchanan, Niles, Three Oaks, New Buffalo, Harbert, Bridgeman, Stevensville, Watervliet, Berrien Springs, Dowagiac, Marcellus, Cassopolis, Decatur, Vandalia, Constantine, White Pigeon, Galien and Edwardsburg.
Old Forge Dry Cleaning business destroyed by early morning fire
Just after 1 AM on Halloween Morning, crews responded to a large fire inside of the Lease Dry Cleaners building on Oak Street that is now demolished.
Extreme liberals who rely on traditional sources are the most likely to overrate their science knowledge
People at the political extremes tend to feel more confident about their science knowledge than moderates. But checked against a science quiz, extreme liberals who got their information online were the least likely to overrate themselves.
NANCY GUTHRIE | After 9 months, investigators turn to Florida scientists for new DNA leads
Arizona investigators working on the Nancy Guthrie case are continuing DNA testing with laboratory partners, according to authorities.
NANCY GUTHRIE | After 9 months, investigators turn to Florida scientists for new DNA leads
Arizona investigators working on the Nancy Guthrie case are continuing DNA testing with laboratory partners, according to authorities.
TeacherFest 2026 to bring mental health, wellness resources to Lowcountry educators
A Charleston-based nonprofit is hosting a free community event aimed at providing mental health and wellness resources for local educators.
Misericordia opens LEAP Center, uniting exercise science labs with athlete training
FOX56 WOLF TV carries news, sports, weather and coverage of local events in the Wilkes-Barre, Pennsylvania area, including Mountain Top, Plymouth, Nanticoke, Kingston, Back Mountain, Scranton, Moosic, Pittston, Avoca, Edwardsville, Hilldale, Wyoming, Laflin, Yatesville, Pittston, Dupont, Sugar Notch, Korn Krest, Warrior Run and Larksville.
Austin police seek suspect in string of East Austin business burglaries
Austin police are asking for the public's help identifying a man suspected of breaking into several East Austin businesses and stealing money from safes and cas
Businesses and tourists see even bigger turnouts for the City of Halloween
Businesses and tourists in the City of Halloween are finding out that the city can go even bigger and better.
Hortonville reopens Main Street, hopes to help businesses who lost traffic due from HWY 15
Hortonville reopened Main Street after three months of renovations, the first since 1958.
Shasta health center CEO opposes Prop. 44, says it could threaten rural clinics
With the election coming up next week, local health officials are sharing their thought on one of the proposed ballot measuresShasta Community Health Center Chi
Watch Nevada Sports Net's Mountain West men's hoops preview show ahead of 2026-27 season
A new era of Mountain West men's hoops begins on Monday. Nevada Sports Net put together a 30-minute special previewing the upcoming season, hosted by Shannon Ke
Americans open to AI in health care but want humans calling the shots
A new survey from the Pew Research Center shows Americans are open to the use of AI in some areas of medicine, but they're far from ready to hand the reins of their health care over to the technology.
Americans open to AI in health care but want humans calling the shots
A new survey from the Pew Research Center shows Americans are open to the use of AI in some areas of medicine, but they're far from ready to hand the reins of their health care over to the technology.
West Virginia state workers see moderate rise in health care costs with new PEIA plan
USA Health receives $20K grant to expand stroke prevention education
When it comes to a stroke, every second counts.USA Health Stroke Program Director Emily Dahlmann says too many people don't know what to look for, let alone, wh
Business owner says city limits block her from Asheville recovery grant: 'Devastated'
Earlier this year, the City of Asheville opened an application for recovery grants for local businesses.
Southcoast Health CEO steps down; interim leader named
Southcoast Health President and CEO David McCready stepped down Friday, effective immediately, according to a message sent to employees by the health system’s b
Oregon data shows flu shots drop to 52% among health care workers in 2025-26 season
OHA offers data, tools and resources to encourage more healthcare workers to vaccinate against the flu. Only 52% of healthcare workers are currently vaccinated.
Forensic Science Professor Helps Discover Vulnerability in Technology
What started with an unexpected connection at a national conference grew into a research collaboration examining a critical question in forensic science: How secure is digital DNA evidence?
Free dental care for veterans and families in Treasure Valley in November
Veterans and their families can take advantage of free general dental care thanks to a six-day community health clinic.
Community Health Fair connects Normaltown neighbors with UGA resources
A group of UGA schools and colleges united to promote community health resources during the annual Normaltown Community Health Fair.
'Everyone loved him': Asheville remembers longtime business owner who died in crash
For more than three decades, Nicholas "Nick" Papanastasiou brought people together through food, friendship and community.
Political controversies roil key races in final days before midterms
A series of last-minute controversies have roiled races in the final days before the midterm elections, injecting new uncertainty into tight races.
Political controversies roil key races in final days before midterms
A series of last-minute controversies have roiled races in the final days before the midterm elections, injecting new uncertainty into tight races.
Political controversies roil key races in final days before midterms
A series of last-minute controversies have roiled races in the final days before the midterm elections, injecting new uncertainty into tight races.
Political controversies roil key races in final days before midterms
A series of last-minute controversies have roiled races in the final days before the midterm elections, injecting new uncertainty into tight races.
Shopping for Nevada health coverage? Watch for misleading offers as enrollment opens
Nevada Health Link offers free enrollment help and warns against impersonator websites, pressure tactics and required add-on purchases.Nevadans comparing health
Authorities seize 63 illegal slot machines from Tri-State business
Authorities are saying they seized 63 illegal slot machines from a business in Highland County, Ohio.
Gubernatorial candidate Rick Bennett unveils plan to end dark money in politics
Bennett said that as governor, he would require full disclosure of political funding to end anonymous spending.
Big 12 commissioner Brett Yormark stepping down after college football season ends
Big 12 Conference commissioner Brett Yormark is stepping down from his role at the conclusion of the college football season, according to two sources briefed on Yormark’s decision. One of those sources told The Athletic that Yormark’s next steps will be outside of college sports. “When I accepted this job, my goal was to put this conference on an upward trajectory and truly believe the future of the conference could not be in better shape,” Yormark said in a release Friday. “The next commission
Troy Aikman and Joe Buck’s ‘Monday Night Football’ Clash Revealed: ‘Never Thought You’d Do It to Me’
A bitter dispute between longtime NFL broadcasting partners Troy Aikman and Joe Buck has spilled into the open, raising questions about whether the pair will remain together after this season. New details about their heated confrontation before an October 12 Monday Night Football game emerged, The Athletic reported on Friday, October 30. Sources familiar with […]
Home health aide arrested for allegedly killing elderly Queens woman, police sources say
Young students give new teachers infections; the daylight saving time debate; circadian depression; plus other stories with Vanderbilt Health sources
William Schaffner, MD, Professor of Preventive Medicine, was quoted by several news outlets about public health issues, including: Axios Nashville (flu season beginning early); Prevention (how long does norovirus last?); Education Week (how young students make new teachers sick). AAMC News posted a story about the debate about whether to eliminate the twice-yearly time change, and, if so, whether to permanently stay on standard or daylight time. Beth Malow, MD, director of the Vanderbilt Sleep Center, is quoted in the piece. A Men’s Health story on circadian depression, a type of depression caused by an out-of-synch internal clock in the brain, quotes Aaron Brinen, PsyD, Assistant Professor of Psychiatry and Behavioral Sciences. Michael Lester, MD, Assistant Professor of Medicine, was quoted in a Medscape story about treating chronic bronchitis with bronchial rheoplasty. Shravani Durbhakula, MD, Associate Professor of Anesthesiology, was quoted in a CNN piece about the drug cychlorphine. Art Dalley, PhD, Professor of Cell and Developmental Biology, emeritus, was quoted in a story in The Guardian about anatomical donation. The National Multiple Sclerosis Society quoted Subramaniam Sriram, MBBS, Professor of Neurology and Director of the Vanderbilt Multiple Sclerosis Center, in a story on its website about the differences in brain and spinal cord lesions in MS. (Note: some links may require registration or subscription)
Clemson Basketball Season Preview: Getting to Know This Year’s Tigers
It has been a while since I was this excited for a Clemson basketball season. It’s not that I expect this team to be significantly better than the last few, I just trust the staff to maximize their resources and deliver the best possible product for us to enjoy. After two years of completely unenjoyable […]
Trinity Health Grand Rapids NICU nurses dress babies in handmade Halloween costumes
Halloween came early for some of West Michigan’s smallest patients.
World Conference on Traditional Medicine 2026 delivers landmark outcomes for global health
Expert Committee Meeting members at the World Conference on Traditional Medicine 2026© WHOThe World Conference on Traditional Medicine 2026 concluded in Beijing on 18 October with several key outcomes aimed at strengthening global cooperation for health and well-being. These included the adoption of the Beijing Initiative on the Conservation and Sustainable Use of Traditional Medicinal Plant Resources, the promotion of the New-Era Shennong Herbal Project, and the publication of the Report on artificial intelligence empowering global traditional medicine development (2026). The conference also marked the establishment of the Global Alliance for Traditional and Integrative Medicine (GATIM) to foster international scientific collaboration.The biennial conference, held on 17–18 October at the China National Convention Center in Beijing, was co-hosted by the People's Government of Beijing Municipality, the National Health Commission, the National Administration of Traditional Chinese Medicine, and the National Medical Products Administration. WHO joined the Conference as co-sponsor, aligning with the country’s Healthy China initiative, which is overseen by President Xi Jinping. The initiative seeks to expand inclusive, high-quality health services, drive innovation in traditional medicine, and reinforce the principle that a healthy population is fundamental to national prosperity and strength. H.E. Li Qiang, Premier of the State Council of the People’s Republic of China, addressed the opening ceremony, emphasizing the critical role of traditional medicine as a unique force in safeguarding human health and advancing civilization. "Traditional medicine has followed a distinctive path of development through long-term practice," Li stated. He called on the international community to strengthen cooperation, make better use of global traditional medicine resources, and jointly address challenges to human health. Premier Li also highlighted the necessity of harnessing science and technology to accelerate the innovative development of traditional medicine. He announced that China would promote the digital and intelligent transformation of Traditional Chinese Medicine (TCM) and encourage active participation from both Chinese and foreign research institutions and enterprises. Furthermore, he expressed China's willingness to expand pilot programs to open up the medical service sector and work with all parties to advance the development of Belt and Road medicinal resources conservation centre.Addressing the Conference participants via a video message, Dr Tedros Adhanom Ghebreyesus, WHO Director-General, said, "This is not a choice between tradition and science. It is about bringing knowledge systems together through research, innovation, regulation and quality assurance. We need stronger evidence on what works, for whom, and under what conditions."Dr Saia Ma'u Piukala, WHO Regional Director for the Western Pacific, addressed the opening session, underscoring the importance of integrating traditional medicine into mainstream health systems in line with the call of the WHO Global Strategy on Traditional Medicine 2025–2034. In the closing session, Dr Shyama Kuruvilla, Director of the WHO Global Traditional Medicine Centre, expressed appreciation for the achievements of the conference, where different world views and scientific and programmatic advances were exchanged with a clear focus on practical action to advance traditional medicine for the health and well-being of people and the planet.The conference, held under the theme Technology Empowerment and Integrated Development: Advancing Traditional Medicine for All, featured a government forum, ministerial round table and eight parallel forums to advance all four objectives of the WHO Global Traditional Medicine Strategy 2025–2034: strengthening evidence, ensuring safety through regulation, integrating traditional, complementary and integrative medicine into health systems, and realizing its value through action across sectors.Over the two-day event, nearly 2000 participants, experts and scholars from 103 countries and areas, including 16 ministerial-level health officials, delivered over 150 high-level speeches and reports. Discussions covered key areas such as the integration of traditional medicine into international health systems, evidence-based development, drug regulation and the application of artificial intelligence in traditional medicine.
Arsenal push to extend 27yo’s contract amid Bayern reports
Arsenal are pushing to extend Martin Odegaard’s contract, with Bayern Munich sources playing down their transfer interest in him.Photo by Francesco Pecoraro/Getty ImagesSky Sports in Germany report ...
LSU Student Health Center Haunted Open House shared resources, testing with students
LSU Student Health Center hosted its fifth annual Haunted Open House on Thursday. From meeting the health staff to learning about the center’s services, the event gave students an opportunity to learn more about student health while having fun. Rachel Hoover, assistant director of health promotion at the health center, said the event was intended...
UFC Vegas 124 Gets Brand New Heavyweight Headliner
After the news that Sean Brady withdrew due to an injury against Gabriel Bonfim for the main event of UFC Vegas 124, the UFC has put together a last-minute main event for November 7. In the heavyweight division, Waldo Cortes-Acosta takes on Johnny Walker.Multiple sources have confirmed the match-up to Heavy.com after an initial report […] The post UFC Vegas 124 Gets Brand New Heavyweight Headliner appeared first on HEAVY.
Tampa Police upping patrols in entertainment districts ahead of Halloweekend
The Tampa Police Department will be sending more resources to high-traffic areas and entertainment districts to prevent drunk driving and “reckless behavior” this Halloween weekend.
Seattle businesses cite safety, taxes as top concerns, new survey finds
Nearly half of the Seattle businesses surveyed said they have seriously considered moving operations, jobs or investment out of the city, according to a new sur
'You are disgusting': Trump slams reporter over health and travel questions
Trump berated a reporter after being asked whether he was skipping a weekend campaign rally in Kansas due to his health or if he is tired of traveling.
'You are disgusting': Trump slams reporter over health and travel questions
Trump berated a reporter after being asked whether he was skipping a weekend campaign rally in Kansas due to his health or if he is tired of traveling.
Suspect arrested in Texas for fatal stabbing outside downtown Las Vegas business
A suspect has been arrested in connection with the fatal stabbing of a man outside a business in downtown Las Vegas on September.Las Vegas Metropolitan Police D
Police arrest two in connection with burglary at business in Fresno's Tower District
Fresno police say two suspects have been arrested after a commercial burglary in the Tower District.reported early Monday near East Olive Avenue and North Maroa
Election 2026: Key races and issues facing western North Carolina voters
WLOS News 13 assembled a panel of experts with a range of experience in politics to discuss discuss races and issues facing WNC voters.
Officials break ground on Bradley Central High weather safe room, new science labs
A new facility coming to Bradley Central High School is designed to serve students day to day while also giving the wider community a place to go when severe we
EQT CEO Toby Rice on buying Range Resources: We've created a higher-quality business
Toby Rice, EQT CEO, joins 'Power Lunch' to discuss buying Range Resources in $13 billion deal.
Everett pushes to close suspected illegal massage businesses amid trafficking concerns
Everett officials say a months-long push to crack down on suspected illicit massage businesses has led to multiple closures, citations and condemnations, with m
Ballad Health information technology systems down, dealing with software issue
Ballad Health said that several of its information technology systems are down, but hospitals and care sites are operating as normal.Ballad told News 5 that the
Texas Junior Academy of Science Competition Results
Posts Details/Default Board Post Page - Plano Independent School District
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
Attorney General Neronha to announce health care system proposal
Rhode Island Attorney General Peter Neronha will announce a proposal to change the state’s health care system.He plans to restructure state agencies that overse
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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