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UE political science professor talks Indiana ballot questions
HENDERSON. Ky. (WEHT) — Voters across Indiana will have more than just candidates to consider when they head to the polls next month. Two questions will be at the top of the ballot when voters go t…
Emergency medicine responders meet with Becca Balint to talk rural health bottlenecks
So many of the problems EMTs deal with, providers said, catch people where they fall through the cracks of other social services.
Meta's Mark Zuckerberg weighed leaving California over billionaire tax
Meta CEO Mark Zuckerberg considered leaving California. He's staying on after Meta offered him a new class of shares.
Travis Kelce explains why Cleveland is a baseball town
Travis Kelce explains why he considers Cleveland a baseball town, reflecting on his childhood memories and his investment in the Guardians.
Buffalo Council Considers Offers on Properties at Business Park
Buffalo’s City Council considered two offers on properties in the Buffalo Business Park. The first was for Block 1, Lot 1 with a counter-offer with minor changes recommended to the agreement. The council approved the counter offer. The second offer was for Block 2, Lot 2 in the Business Park. Councilwoman Myra Camino made a […]
Trump administration wants to reconsider permit for Massachusetts offshore wind project
The Trump administration is asking a federal judge to let it reconsider a major federal permit granted for a large offshore wind farm, making it the fourth project the Republican
INTEGRIS Health signs agreement to join Risant Health, a nonprofit created by Kaiser Permanente
INTEGRIS Health has signed an agreement to join Risant Health, a nonprofit created by Kaiser Permanente, with no changes expected for patients or providers.
Integris Health to join Kaiser Permanente's Risant Health
Kaiser Permanente’s Risant Health has tapped Oklahoma’s largest nonprofit provider as the next to join its growing cadre of regional health systems. | Pending approvals, Oklahoma's largest nonprofit health system will follow in the footsteps of Geisinger Health and Cone Health in seeking outside investment and tech-enabled value-based care know-how from the Kaiser subsidiary.
Meta earnings: Mark Zuckerberg says Muse AI app hits over 10M users
CEO Mark Zuckerberg announces 10M users for Meta's Muse AI app since September. Meta's stock was up after its third-quarter earnings report.
Apogem Capital Leads Minority Investment in Family Care Center
Revelstoke-backed Family Care Center announced it closed a minority equity sale led by Apogem Capital and additional investors. The provider said the new
Apogem Capital Leads Minority Investment in Family Care Center
Revelstoke-backed Family Care Center announced it closed a minority equity sale led by Apogem Capital and additional investors. The provider said the new
CentraCare healthcare system to acquire Stellis Health in merger of central Minnesota providers
The two organizations already have a history of collaboration, including at CentraCare-Monticello hospital, where Stellis physicians provide care. The move comes as Minnesota’s healthcare systems face increasing financial pressures.
Agency as a New Organizing Abstraction for Computer Science
Considering agency is a candidate for organizing abstraction for structuring and reasoning about autonomous computational systems.
Court rejects Pawnee Nation challenge to Oklahoma environmental authority
A federal appeals court has upheld the Environmental Protection Agency’s authority to let Oklahoma administer federal environmental programs in parts of Indian Country, rejecting a challenge brought by the Pawnee Nation in a 2-1 ruling Oct. 16. The case, Pawnee Nation of Oklahoma v. Zeldin, turns on a provision known as the “Midnight Rider,” a […]
Study finds health care provider photos in waiting rooms can strengthen patient trust
A new Florida State University study finds that adding health care providers' photographs to clinic welcome signs can strengthen certain aspects of patient trust before patients even meet their providers.
Prime Video’s ‘Fourth Wing’ series casts Esther McGregor and Emilio Sakraya as leads
Esther McGregor and Emilio Sakraya will play dragon riders Violet Sorrengail and Xaden Riorson in Prime Video’s adaptation of Rebecca Yarros’ best-selling novels.
Ohio bettor banned for alleged threats to Blue Jays manager
Ohio gaming regulators banned a man who allegedly made violent threats against Toronto Blue Jays manager John Schneider during the 2025 World Series.
SpaceX offers employees extra pay to help build its data centers
Elon Musk's rocket company is offering employees a 20% pay bump if they volunteer to move, according to an email seen by Business Insider.
Cloud Playtime Now Available to Test with XBOX Insiders
Starting today, XBOX Insiders* can try a new way to stream games by purchasing cloud playtime without a Game Pass subscription. This preview gives XBOX Insiders who do not have an active Game Pass subscription an early look at the new option before it rolls out more broadly in November. During the preview, XBOX Insiders […]
Respawn Entertainment and DICE are Working on a New Battlefront Title
A new report has claimed that DICE and Respawn Entertainment are working on a new project at EA, which will be a new Battlefront title.
Kennedy family tragedies that fueled rumors of a 'Kennedy curse'
The Kennedys' history has been marred by tragedies, including untimely deaths, two assassinations, and four plane crashes.
Oregon to increase 2027 payments to care organizations for Health Plan members
Next year, Oregon will pay an average of nearly $630 more per member every month to the organizations arranging providers for the vast majority of Oregon’s 1.4 million Medicaid members […]
AT&T's CEO throws shade at Musk's Starlink mobile ambitions
AT&T CEO John Stankey said he sees potential in satellite-based networks, but that they "cannot and will not match" fiber-connected performance.
This Breast Cancer Awareness Month, make your health a priority....
This Breast Cancer Awareness Month, make your health a priority. Regular mammograms can help detect breast cancer early, even before symptoms appear. Talk to your healthcare provider to schedule...
Derek Thompson on data centers, Substack, and the new pivot to video
The AI boom is swallowing the US economy. That extends to people who make a living writing, author Derek Thompson tells me.
FSU study finds healthcare provider photos in waiting rooms can strengthen patient trust
A new Florida State University study finds that adding healthcare providers' photographs to clinic welcome signs can strengthen certain aspects of patient
Bank of America (BAC): Is Its Wealth Business More Valuable Than the Headline Bank Suggests?
Bank of America Corporation (NYSE:BAC) has a wealth franchise that deserves attention beyond lending spreads. Second-quarter 2026 Global Wealth and Investment Management net income reached $1.41 billion, roughly 16% of group earnings. That contribution matters when comparing bank stocks favored by billionaires: advisory fees diversify revenue, although rising markets still influence their value. Bank of […]
Things to know before taking your first cruise
I took my first cruise on Royal Caribbean's Wonder of the Seas. Here's what I learned about packing, choosing a cabin, and dining.
Review: I went to Longhorn Steakhouse, saw why it's successful
Longhorn Steakhouse is outperforming many other casual-dining chains. After visiting for the first time, I can see why.
Mastercard boosts NYC Marathon businesses with spending lift
NYC Marathon boosts LIC Bar's business. Brian Porter and Mastercard use strategic planning to turn event foot traffic into growth.
We went to a hockey game. A woman in her 80s stole the show.
At a Philadelphia Flyers game, I watched thousands of fans cheer for an elderly woman on the jumbotron. It reminded me of the good in people.
Baidu (BIDU) Expands Its AI Business, but the Core Revenue Recovery Remains Uncertain
Baidu, Inc. (NASDAQ:BIDU) is expanding autonomous driving and AI services while its traditional business stays under pressure. That raises a hard valuation question: can the new activities grow fast enough, and profitably enough, to replace what the established business is losing? At roughly 19 times forward earnings, investors pay for that transition to work. They […]
Peek into hidden worlds revealed by the 2026 Nikon Small World contest
This year’s photomicrography contest captured the wonders of the very small, from flying ink droplets to the most adorable jumping spider you've ever seen.
Teams believe Colts will be 'open for business' at NFL trade deadline
According to one NFL insider, rival teams believe that the Colts will be "open for business" at the NFL trade deadline.
How The New York Times Reports on A.I. Images
A Times reporter and editors discuss the challenges of sifting through what’s real and what’s not in pursuit of the news.
HCA Healthcare to Host Eighth Annual “Crush the Crisis” National Prescription Drug Take Back Day - Florida Hospital News and Healthcare Report
October 21, 2026 – HCA Healthcare, Inc. (NYSE:HCA), one of the nation’s leading healthcare providers, today announced it will host its eighth annual “Crush the Crisis” national prescription drug take […]
Kelly Ripa & Mark Consuelos Welcome Home New Puppy After Health Issue
The 'Live With Kelly and Mark' hosts also confirmed their new puppy's name.
Media Insider: Honest Politics -- And Other Social Anomalies
A Canadian political candidate gained national and international attention with a refreshing approach: self-deprecation and unvarnished honesty.
Vinícius Júnior’s Agents Admit He 'Seriously Considered' Arsenal
Vinícius Júnior’s representatives have revealed the Brazilian genuinely weighed up a move to Arsenal this summer before committing his future to Real Madrid.
Ob Hospitalist Group Named Newsweek AI Impact Health Award Winner for Best Health System AI Transformation
/PRNewswire/ -- Ob Hospitalist Group (OBHG), the nation's largest and only dedicated provider of OB/GYN hospitalist services and a leader in comprehensive...
Upcoming opportunities
🔬 Know a scientist whose sustained service to ASBMB and professional accomplishments have advanced the molecular biosciences? Consider nominating them as an ASBMB Fellow.
Pulpit Politics: Johnson Amendment Rarely Enforced
Oklahoma religious leaders are navigating a murky legal landscape around the Johnson Amendment, which bars tax-exempt churches from endorsing candidates but is rarely enforced. With a recent Texas lawsuit failing and Congress considering changes, some pastors endorse candidates without consequences while others see political neutrality as a theological obligation, not just a legal one.
TikTok pivots ad dollars to YouTube and Pinterest after Meta ban
Meta doesn't want TikTok's ads. ByteDance is putting its money toward YouTube and Pinterest instead.
First iPhone Duo unboxing videos surface ahead of official reviews
A series of iPhone Duo unboxing videos are now on YouTube, showing how the device ships in its open configuration, and how the display crease is practically invisible.
How Ameresco built a GEO strategy to boost AI brand visibility
AI answer engines were presenting an outdated version of what Ameresco actually does. An audit revealed a 47 areas for improvement.
Target rolls out AI shopping assistant as part of holiday push
Target has launched a beta version of its Ask Target AI chatbot to help with the holidays, joining the likes of Walmart's Sparky and Amazon's Alexa.
Why big insurers are investing in shared provider data
Health insurance partnerships and ventures aim to clean up messy provider directories.
Student Health Center inaccessible in fall 2026
By Cal Sutton Rider students were not able to receive on-campus medical attention for the beginning of the fall 2026 semester. Concerns grew as the semester proceeded and students were referred to outside resources, which are exceedingly difficult for students without personal transportation to access. Inconsistencies were found in the Student Health Center’s responses to… Continue Reading Student Health Center inaccessible in fall 2026
Barça report PSG to UEFA over chainsaw tifo
FC Barcelona has decided to take formal action and file a complaint with UEFA against Paris Saint-Germain. Barça's board considers the tifo displayed by the home ultras in the stands at the Parc des ...
What Anthropic wants from a corporate writer worth $345K
Anthropic is hiring an executive writer for up to $345,000 a year. Here's what communication professionals say it means for young writers.
Amodei says Anthropic must stay in 'race to the top' to keep AI safe
Amodei said Anthropic would be best placed to make AI safe by staying at the top of the game.
Sources: Newcastle working on new defender signing
Football Insider exclusive as Newcastle manager Matthias Jaissle applauds, while sporting director Ross Wilson watches from a circular inset.
Why Albania's political crisis is deepening
Albania's capital, Tirana, has experienced several days of violent confrontations. Student-led protests against PM Edi Rama have become a focal point for wider frustrations over corruption and economic hardship.
Sun Prairie considers new massage business regulations after police receive complaints
Sun Prairie leaders are considering new regulations for massage establishments following complaints to police about activity at certain businesses.
Man arrested, dirt bike rider wanted after theft from Monroe County business leading to pursuit
Yankees Predicted to Steal ‘Outstanding’ World Series Pitcher This Offseason
The New York Yankees could target World Series pitcher JoJo Romero in the coming offseason, an MLB insider suggests. The post Yankees Predicted to Steal ‘Outstanding’ World Series Pitcher This Offseason appeared first on HEAVY.
Jaguars Urged to Trade for $12M CB at Deadline
One of the biggest takeaways from the Jacksonville Jaguars‘ loss to the Houston Texans in Week 6 is that the team has a serious need at cornerback. As the Jaguars sit at 4-2 during the bye week, they will likely be considering trades to make them buyers. Perhaps the best name the Jaguars could add […] The post Jaguars Urged to Trade for $12M CB at Deadline appeared first on HEAVY.
Trump pushes to evict the press from the White House
While moving the media out of the White House may be a relatively small debate considering Trump’s broader attacks on journalists, it would be highly symbolic.
Wild Insider Agrees: Dylan Larkin Trade Feels Imminent
Michael Russo has heard about some movement behind the scenes in Detroit, and he thinks a decision on Dylan Larkin is close.
Insider Reveals Michigan’s Starting QB vs. Indiana
Michigan is reportedly expected to start Tommy Carr over Bryce Underwood against Indiana after the freshman sparked a comeback win over Penn State.
Ebola in Kenya: Is it under control as nine cases confirmed?
The US has advised its citizens to reconsider travelling to Kenya but the government tries to reassure people.
SpaceX touts possible Tesla merger after profits soar
After a stellar SpaceX earnings announcement, chief executive Elon Musk said the rocket company is considering a merger with Tesla, the electric car company he also helms.
Toy Story 5, Backrooms and The Breadwinner Vie to Become the Second Biggest Film This Year...
(Welcome to my weekly streaming ratings report, the single best guide to what’s popular in streaming TV and what isn’t. I’m the Entertainment Strategy Guy, a former streaming executive who now analyzes business strategy in the entertainment industry. If you were forwarded this email, please subscribe to get these insights each week.) Often, people blame “data” for ruining Hollywood, when I’d argue that hype (which can often be debunked by data) is often worse, as you can see in these two headlines. To use a common meme, here’s how it started: and how it’s going: Earlier this year, I read countless (and I mean countless) articles (in almost every mainstream media outlet) about how Heated Rivalry was a huge hit and that it “heated” interest in hockey. But Heated Rivalry wasn’t a huge viewership hit compared to the hype: [ ](https://entertainment.substack.com/p/you-cant-eat-buzzdid-heated-rivalrys) [ You Can’t Eat Buzz…Did Heated Rivalry’s Buzz Translate into Actual Viewership? ](https://entertainment.substack.com/p/you-cant-eat-buzzdid-heated-rivalrys) Entertainment Strategy Guy · Jan 22 [ Read full story ](https://entertainment.substack.com/p/you-cant-eat-buzzdid-heated-rivalrys) In this case, the hype (Heated Rivalry is really popular) belied the data (It didn’t make the top ten charts, meaning it wasn’t a huge hit.1) Even worse, every time I write about this, I get a lot of negative feedback, hence why I only sparingly mention the show these days or add lots of caveats when I write about it, but this just further cements the hype. But companies, and the executives leading them, have to determine strategy based on reality, not media coverage. The NHL committed real marketing dollars to a campaign that didn’t work. Sure enough, the latest NHL season opened to under a million viewers. At some point, you have to focus on what the data says, because real dollars are at stake. And that’s why we have the Streaming Ratings Report! To provide and analyze cold, hard data. Luckily, this week, I can be positive and take a look at a huge opening on streaming, along with a very buzzy horror film that customers kind of like, but don’t really love. And a comedy that tried to rebound on streaming. Today, I’m covering two weeks—21-Sep and 28-Sep—so we have a lot to discuss (nearly 5,000 words worth), including a series of film misses for Netflix, another argument for weekly-released TV shows on streaming, another sitcom tries to avoid the comedy curse, Netflix has two new game shows (one powered by AI), Reacher falling off the charts after a huge run, Prime Video tries its hands at the romcom game**,** a look at the WNBA’s big season, a big night for the VMAs on CBS and MTV, all the flops, bombs and misses, and a whole lot more. (Reminder: The streaming ratings report focuses on the U.S. market and compiles data from Nielsen’s weekly top ten viewership ranks, Luminate’s Top Ten Data, JustWatch and Reelgood interest data, Samba TV household viewership, company datecdotes, Netflix hours viewed data, Google Trends, and IMDb to determine the most popular content. While most data points are current, Nielsen’s data covers the weeks of September 14th to October 4th, 2026. You can find a link to my terminology here.) Subscribe Film - Two Hits and a Miss Come to Streaming… Three very interesting films came to streaming in one week, and I like comparing them since they show the range of theatrical films. One was a huge blockbuster, one was popular, and one was neither. One is a horror film, a buzzy genre; one is a comedy, a struggling genre; and one is an animated family film, the king of the box office. One went to a tiny streamer (HBO Max), one went to a second-tier streamer (Disney+), and one went to the biggest (Netflix). So… If you just went by box office, you’d expect Backrooms—the $197 million grosser, and partner of Obsession for “YouTube Horror Summer”—to dominate on streaming. If you read this report, though, you know that horror films don’t do great on streaming, and that’s the case again. Backrooms opened at 3.8 million hours according to Nielsen, and had 3.9 million hours in its second week. Here’s how that stacks up to other HBO Max films: We’re just getting started with this issue, but the rest is for paid subscribers of the Entertainment Strategy Guy, so if you’d like to find out… ...why I don’t buy Backrooms budget… …two new games shows arrive on streaming… …another sitcom struggles… ...another argument for putting out shows weekly on Netflix... ...and a whole lot more, nearly 5,000 words more... ...please subscribe! We can only keep doing this great work with your support. If you want an idea of just how much content you’d get in a full issue, check out this older issue. Coming Soon! Next week, I’ll be taking a look at the eighth season of Hulu’s The Kardashians, answering the question: will this show ever make the charts? If Mormon wives can make it, surely one of social media’s most popular families can as well. Also, Prime Video has a new horror show based on popular IP, Carrie, Netflix has a horror show starring Josh Hartnett, Below, and Apple TV has a UK import, Small Prophets. Plus a bunch of movies like Disclosure Day heading to Peacock, The Housemaid coming to HBO Max, Ben Affleck’s latest on Apple TV, Animals, and Matchbox the Movie on Apple TV, a John Cena action comedy inspired by Hasbro’s toy cars. The week after is even busier! I’ll look at another IP-based horror show, Crystal Lake, a new MCU show on Disney+, VisionQuest, season two of The Lowdown on FX/Hulu, the fourth seasons of The Diplomat on Netflix and Tulsa King on Paramount+, another season of Love is Blind, and four straight-to-streaming films: Netflix’s Sacrifice (starring Chris Evens, Anya-Taylor-Joy, Vincent Cassel, John Malkovich, Salma Hayek. Charlie XCX), Apple TV’s Tenzing (starring Tom Hiddleston and Willem Defoe), Prime Video’s Love of Your Life (Margaret Qualley) and Masterplan (Stanley Tucci) and a whole lot more, somehow. Long term, here’s some huge IP news: a Game of Thrones movie is coming to theaters, Game of Thrones: Aegon’s Conquest in 2029, while Jon Watts (who helmed three of the most recent Spider-Man movies) is directing the next Star Wars trilogy, to be written by Simon Kinberg. I’m cautiously optimistic for both. It feels obvious to say that making good movies matters, but for bets this big (Star Wars is on a swoon, Game of Thrones hasn’t been to theaters yet), the quality has to be there.
A Woman’s Journey to Lifelong Bone Health
When should women really start worrying about bone density? If you think the answer is 65, you might want to reconsider. A Hackensack Meridian Health expert weighs in.
Netflix has stopped talking about plans for video games and podcasts
When Netflix released its third-quarter earnings on Tuesday, the streamer had nothing to say about its games or video podcasts.
Heating oil costs test political loyalties in northern Maine
As voters in Maine consider the races on this year’s ballot, another issue is weighing heavily: the high cost of heating oil amid the ongoing war with Iran.
SpaceX and Tesla form committees to explore merger
Elon Musk, who is CEO of both companies and owns billions in stock, said he can't be a part of those merger discussions.
Apple CEO John Ternus says design still means everything & includes whimsey
"Design is how it works" rings true at Apple today, and John Ternus wants to assure everyone that respect for the user and building products that are beneficial is "job one."
Round Rock City Council to consider incentive for semiconductor industry business
City of Round Rock officials will vote on an economic development agreement supporting an expansion of PulseForge during their Oct. 22 meeting.
Supermicro Provides First Quarter of Fiscal Year 2027 Preliminary Business Update
SAN JOSE, Calif., October 20, 2026--Super Micro Computer, Inc. (NASDAQ: SMCI) ("Supermicro" or the "Company"), an AI, Enterprise, Storage, and 5G/Edge IT Total Solution Provider, featuring Data Center Building Block Solutions® (DCBBS), today is providing a preliminary business update for the first quarter of fiscal year 2027 (Q1’27), ended September 30, 2026, and schedules earnings call for November 3rd at 5pm EST.
J. Crew's website crashed, leaving an apparent AI backend message
The website of clothing retailer J.Crew crashed Monday, leaving shoppers with a puzzling message: "JCrew generative AI Backend is healthy."
SGMC Health Recognized by the American Medical Association for Commitment to Physician Well-Being
SGMC Health has earned bronze recognition from the American Medical Association (AMA) as a 2026 Joy in Medicine® organization, recognizing the health system’s commitment to supporting physician well-being and creating a healthier, more fulfilling work environment for providers.
Amazon buys billions in Nvidia AI GPU racks, then waits for power
AWS is ordering billions in Nvidia AI racks early and staging some in warehouses while data centers await power.
United CEO Scott Kirby wants a nationwide wealth tax
United CEO Scott Kirby said that income inequality "has become a danger to our society."
Longtime Meta policy head Joel Kaplan is leaving
Joel Kaplan, Meta's chief global affairs officer and a key bridge to Trump, will leave after the midterms and a transition period.
Sundar Pichai: Google’s Frontier Imperative, Compute Scarcity Dilemmas, Future AI Products and Businesses
Alphabet CEO Sundar Pichai has little patience for doubts about Google’s willingness or capacity to compete at the frontier of AI. His company’s latest Gemini 4 Argon model — long-promised and recently delivered — beats OpenAI and Anthropic’s latest public models on coding, math, science, and knowledge-work benchmarks and has placed Google’s AI back among the world’s best. Amid chatter that Google was fine with good-enough lightweight ‘Flash’ models, Pichai pushed back hard against any suggestion that company is limiting its research ambitions. “We won’t do it any other way,” he told me in a Big Technology Podcast interview recorded this week at Google’s Mountain View headquarters. Pursuing cutting-edge research is costly for Google, requiring compute and chips that otherwise could be sold at a high markup by its cloud business. But Pichai said allocating resources to frontier AI development is “ground zero” for Google. “Our cloud business is at any given moment in time forgoing short-term revenues because we are making compute trade-offs to support frontier AI development,” Pichai told me. In our conversation, we discussed Argon (which Pichai says processed three times as many tokens as Gemini 3 in the 72 hours after launch), AI’s role in developing better models, the AI interface of the future, competition with OpenAI, Google’s partnerships with Anthropic and Apple, data centers in space, and the nature of his optimism. You can read the full conversation, lightly edited for length and clarity, below, or listen to it on Apple Podcasts, Spotify, YouTube, or your podcast app of choice. Alex Kantrowitz: Google is back at the frontier with Gemini 4 Argon, which beats OpenAI’s and Anthropic’s public models on benchmarks spanning coding, math, science, and knowledge work. The conventional wisdom was that Google had given up on the frontier to focus on fast, good-enough models for its products. That was wrong? Sundar Pichai: Very wrong. Look, we are so committed to being at the frontier. It’s in our DNA. We won’t do it any other way. We’ve been thinking about the AI frontier for well over a decade now. The frontier is very dynamic. It’s very competitive. It’s very exciting. I couldn’t be more pleased with how Argon has come together. We took our time with it. We made sure we tested it safely and deployed it carefully. We took a bit longer than our other models, given its capabilities. Across the board, be it for agentic work, knowledge work, coding, creative tasks, Argon is one of the really good frontier models. The first 72 hours since we launched, it’s almost up to 25 trillion tokens used, which is about three times what Gemini 3.0 had in the first 72 hours. And we are capacity constrained as we are serving it. Excited, but there are always areas….. You know, the frontier is very dynamic, and you have to keep evolving the models. There are areas which we can see we need to improve as well. We’ll be at work on all of that as well. Which areas? On any given model, Argon would be across the board better at everything if you just look even two months back. But the space is so evolving. Even on coding, for example, there are pockets where we know we need to do better, and there’s clear feedback. We’ll make it better. The argument for standard models is that they’re already good enough to build great products, with the frontier valuable only for certain tasks. Meta built Muse with good models rather than the best, and Google could put standard models into Maps, Gmail, and Search. Why isn’t that sufficient? It’s definitely not how I have thought about it at all. We are deeply committed to driving the state of the art and actually pushing where this technology can go, all the way from transformers. That’s a journey we’ve been on. You will see us continue to do that. When you’re at the frontier, you get an earlier look into the emerging capabilities, earlier than others, which helps you better prepare for the future. We are fortunate to have a wide set of opportunities across consumer and enterprise. Some of our cloud customers, for sure, want the model at the frontier. The frontier models will be better at developing the next set of models in an era of recursive self-improvement. I would argue it matters there. Internally, we have definitely seen a steep point of inflection by deploying Argon to our developers. It definitely tackles problems which our previous models could not do. Being at the frontier puts you at the innovation frontier and helps you drive that as well. There is room for models of all sizes and capabilities. That’s why we did Flash, Flash-Lite, etc. I agree with you that you can develop very good product experiences with not necessarily the most frontier model, because they tend to be slower and more expensive too. But we care about the Pareto frontier, and we’re committed to doing all of that. You said developing frontier models gives you a look at what’s coming. What do you see on the horizon? What makes this moment so exciting is you build something which you think is a culmination of months of work, and you put it out. You already see clear headroom ahead. We’ve all been working on these agentic, long-horizon capabilities, but clearly the frontier is going to have multiple of these agents working together to do things. That’s an example of an exciting paradigm underway. It’s also clear to me that users, both in consumer and enterprise, will have access to some multi-agent framework for them, working all the time doing things. It feels like a moment of infinite possibilities. Sergey Brin said one of Argon’s core innovations was relying more on the model to help develop the model. Yet incidents involving OpenAI’s bots breaking containment and Google’s bots accessing a site they shouldn’t have suggest these systems still aren’t perfectly aligned. Isn’t there reasonable cause for concern about accelerating toward recursive self-improvement? There are three parts to your question. Let’s first talk about RSI itself. You’re right, Sergey mentioned RSI being a critical contributor as we are developing Argon. But to be very clear, today, in a continuum, we are pretty far from the end state of RSI or something like that. The right way to describe it is you have RSI loops along with AI researchers in various aspects of model development. You almost have agents helping AI researchers in some automated way work together to build these models. It’s good to at least understand where we are today, and it’s super exciting. I expect that continuum to keep making progress as we go into next year. The second question is around safety. Security comes from defense in depth. You’re talking about alignment, obviously. We all are doing a lot of work to make sure the models are as aligned as possible. But it’s an active area of research, and there are clear gaps. That’s not the only thing we rely on. You have the work you do on alignment, but beyond that, we put a lot of effort into real-time monitoring as these models are working. Making sure you have good telemetry into what’s happening so that you can intervene in real time if you see unexpected behaviors. How you do that, the architecture with which you do that, how you make sure it’s all sandboxed and isolated in a way that it can continue doing its job during real-time monitoring — these are all areas of investment. Obviously, when we deploy these models, giving customers, enterprises, control, both with real-time monitoring, but their ability to decide where they deploy, what type of data which models ever have access to, etc. All that work is very, very important, and we are doing a lot of that. As an industry, we need to constantly up our game and take the time to do all this stuff, including dedicating the compute required to make sure you can safely deploy these models. The third part is: Is it all enough? This is why there are a lot of conversations in the industry, and I think it’s reasonable to be worried. The right way to approach something you worry about is early on thinking about what more we can do. As an industry, you’re definitely seeing increased levels of work on alignment, testing for safety, etc., as we deploy these models. The next step would be developing better standards so there are cross-industry standards of how we do these things, including the ability to evaluate using independent evaluators. If you look at areas like financial controls, we have accounting standards, we have independent auditors. Those are all the next natural steps for us as an industry to work toward, and regulation will end up playing a role as we go through all of that as well. Google pursues both language models and world models, while some other AI companies like OpenAI have focused more heavily on LLMs as the path to AGI. Why is world-model research important to you? As humans, you obviously perceive the world around you, and you’re taking all those inputs. Making sure these models are able to understand the laws of physics, simulate the world in high fidelity. All that, I think, are key enabling blocks for intelligence. We are working across all possible applications of this. Take an area like robotics. It’s not an accident: If you look at embodied reasoning benchmarks, Argon is state of the art. That all comes from our experience building world models. Inherently, I would expect there will be architectures which will converge all of this in the future. But for us, we view this as, today, this jagged frontier that is intelligence. We want to be at the frontier of all the possible approaches, and that will help us both drive better research, better insights, and develop a much better AGI model, is how we think about it. Some people argue Google should focus on selling its computing resources rather than using them for AI research. Cloud wants to sell compute at a high markup, while researchers need a very big computer to build the best models. How do you balance those demands? Ground zero for us is making sure we are investing in the compute that’s needed to be at the AI frontier. In 2015, I set the company to be AI-first. AI is that key horizontal ingredient across everything we do, all the way from Search to Cloud to Waymo. That is ground zero for us, making sure both for research and developing the models that we have enough compute needed. Beyond that, we have these independent businesses which each have their own long-range plans. They’re using those long-range plans to project forward, and we plan for compute for all of them. The cloud team, they have a business and they have a projection and they have demand signals. They have committed contracts. With that help, we can plan on a long-term compute trajectory for them. We’re fortunate to have this wide set of opportunities. There’s no company in the world which isn’t making trade-offs at any given moment in time. But the first principles we operate on is making sure we have enough compute to invest in the frontier, and that’s non-negotiable, and everything else works on top. Remember, we are building our own compute, our own data centers. There are long lead times. The compute we have today is a function of decisions I made in 2024. Even if you think back to a year from today, last year the agentic coding takeoff hadn’t happened. Today, obviously, when you sit and look at anything, everyone is short—not just us, other companies—and everyone wishes you had two times what you had planned for. That comes with the territory. At any given moment in time, we are planning for what we would need two to three years out in the future. You’re going to find some decisions you make may look suboptimal two years out, depending on where the state of the art is. I don’t spend too much time thinking about it. The way I think about compute allocation is making sure Google DeepMind, both for research and frontier model development, is cutting edge in terms of compute access. After that, we plan for all our businesses. It’s great we can provide our compute to other people too, like we have done. It allows us to scale that up, get real tests for it in the widest application set possible, test it in the real world, and make sure we are at the cutting edge of technology at every layer of our AI stack as well. Ben Horowitz relayed on a podcast that Andy Jassy had said compute was sold out until 2028. Are you seeing the same thing? If today a customer is coming out and asking us for compute in ’27, that is incredibly difficult to do. Even last year we went out and leased some short-term compute to accommodate some customers and help them out. But yes, we are all dealing with similar timelines. Every major technology shift seems to involve overbuilding, from railroads to fiber. Do you think that’s happening here? It depends on the time frames you’re looking at. This level of build, if I take a long enough time frame, it makes complete sense to me. We are at early stages of the most consequential technology ever, and this is not like fiber. It’s not dark. We are using it. We are capacity constrained on a daily basis. The applications, the underlying technology is improving rapidly. But running a company, the way I work through the moment is you look at your demand signals. You look at your committed revenue opportunities that you’re getting in the form of contracts. You balance that with the underlying technical capability, or internally you balance how we are using it internally, the model trajectories. Based on all that, you take a disciplined approach—a confident, aggressive, but disciplined approach—to plan out compute. But when you talk about the broader economy as a whole, you’re having people operate with various levels of risk. I focus on what I can control as a company and plan through it. If your question is, can there be an overbuild? Yes, because you can have some constrained components. Remember, what matters is a set of everything you need to build out that compute. Memory, electricity, electricians…. Land. Like 2,000 components or more. You could get constrained at some point. There could be things which cause bottlenecks, and then you could have overbuilds. There could be external shocks to the economy. There are macro risks. All that is possible at any given time. But am I confident that the compute we are planning for, we will have uses for it given enough time? Absolutely, yes. I was in the room when you said AI would be as profound as fire and electricity. If you believe that, shouldn’t you give researchers the biggest possible computer, even at the expense of today’s cloud profits? We’re all doing some form of that. Our cloud business is at any given moment in time forgoing short-term revenues because we are making compute trade-offs to support frontier AI development. What you’re seeing is true already. But you want to be thoughtful. Even our AI researchers have some constraints, which are also good. That’s what inspires creativity. That’s what helps you come up with a more efficient algorithmic breakthrough, maybe to use less memory. What we are committed to is to invest what’s needed to stay at the frontier. OpenAI President Greg Brockman told me a few months ago that the ideal AI product might have no interface at all—just as natural as conversation. What do you think the interface looks like in the age of AI? Computing historically has been humans adapting to computing. With AI, it’ll be the other way around. The technology will adapt seamlessly to how humans live and go about their day-to-day life. You want to be able to speak to that AI when you want to. It has context. It can be persistently running somewhere, give you continuity. You’re not dealing with a lot of complexity. It’s natural. All that makes sense to me. That doesn’t mean it won’t have any interface, however. Nowadays, even on my phone, Gemini voice models are so good. I can just press the microphone button. I can just ramble. That’s why we call it Rambler. I can ramble. It intelligently corrects with my personal context. Even my friends’ names, weird names, it gets it right, even if it first guesses it wrong. It’s amazing. I’m not going in, backspacing, editing once I finish saying it. It’s remarkable how good it’s gotten. But there are going to be moments you will need an interface. You may want to entertain yourself. You may want to watch a video. You may ask your AI to create something, and you want to watch it, consume it. The way I think about it is, you want it to be as seamless and as natural as possible, and that you are not doing the hard work adapting to whatever the interface is. The technology is adapting to how you’re working at any given moment in time. When I asked Sam Altman about competition from Google, he argued that OpenAI was building AI-native products and implied Google was bolting AI onto existing ones. Do you accept that framing, and can a “bolt-on” compete with an AI-native product? First of all, it’s a very dynamic moment. We are all pushing each other. OpenAI has pushed us as a company too. This is not just we are doing something to them. Far from it. Yes, Google went into its own version of a code red too. In the AI moment, all of us have to respond with varying levels of urgency at any given moment in time. We are constantly building new products as well. Gemini was built from the ground up as a product—the Gemini app I’m talking about. Or tomorrow, as all of us are adapting to agents, are you bolting agents onto ChatGPT, or are they building it natively? How would you think about that? You can always put these questions back. I don’t think of it that way. I think of it as you want to build world-class product experiences that are AI-native and they are winning. Some of it is adapting products, some of it is rethinking new experiences. They will all be part of how you approach this moment. How do you expect to make money from these AI interfaces? If an agent recommends a product and I buy it, should it take a cut of the sale, even if that’s disclosed? I’m going to put enterprise aside. Consumers are going to increasingly value this technology. Take software developers today. Developers are willing to pay for these coding models because it really helps make them more productive. Nobody would want to code the way they were coding three years ago, or even the same time last year. When you’re delivering value, there’s value to be had. I’ve never seen examples where consumer products really scale to billions of users, where people are using it intensely, and haven’t had monetization to go along with it. If you’re providing value to people, there is inherent value to be had. The nature of it may change. You’re asking a scenario in which agents are doing stuff for you. At the end of the day, you will have commercial needs. The agents need to fulfill those commercial needs. The providers on the other side are going to see value in that. There’s going to be some mechanism by which it gets fleshed out. That’s what an efficient system does. But what matters is that you’re building those world-class consumer experiences. I promised myself one product feature request: Can you make Gemini-powered search in Gmail as good as searching Gmail through ChatGPT? What’s going on here? One of the exciting things we announced recently is the unified Gemini agent for enterprise, and we’re bringing that to consumers. These are persistent agents which run 24/7 in the cloud. We’re spinning up a micro VM effectively for every query, and from the runtime, the harness, the model—it’s all a headless service. It’ll work everywhere, and it has your context with you. You can address this agent whether you’re in Workspace, in Search, in Gemini. Agents are going to drive this unification from a customer experience, which people are looking for. When you have a broad product portfolio and you’re moving forward fast, there are always areas where you’re moving forward faster than some other areas. That’s valid feedback. But we are putting a lot of time and effort into making sure, as we build out our agentic experience, that unification and that capability works well across all these services. People have asked where Google’s equivalent of Muse or Dots is. Do you anticipate creating a new product to compete with them? Our goal with Gemini is to be a personal, proactive, and powerful assistant. That’s what we are working toward. You saw us describe the early versions of it at Google I/O this year with Spark. Effectively, already, if you open the Gemini app as a Pro or an Ultra user, you see Chat and Task, and they start giving you that agentic experience. With Argon now, that capability is dramatically accelerated. What we announced recently in our enterprise event, we are bringing that to consumers as well. Soon in Gemini, you will be able to ask something, and it’s a continuum. You don’t need to think about whether you’re asking a chat or an agentic task. It’ll just automatically do the right thing, and it can work persistently in the background securely and get things done for you. Already, empirically, when I look at what’s coming into Gemini in our app, last year you would have tagged them and most of them would have been chats. But a steadily growing percentage is already agentic tasks in Gemini. Yes, we are going to bring personal agents to our consumers. It’ll work in the Gemini app. It’ll work in Google Search. It’ll work in Gmail. You can address it, call it, etc. We want to make sure we’re getting it right. It’ll be powered by Argon, and we are very excited to bring it to our users. Google has invested and committed tens of billions of dollars to Anthropic. What do you see in Dario Amodei that makes you want such a deep investment and partnership? Very early on, when we looked at the founding team of Anthropic, it was very clear to us this was a world-class team which was involved in some of the earliest GPT models. We were quickly able to assess that they would be at the frontier. We’ve always tried to identify and partner with companies which would be at the cutting edge of technology. We’ve done that with SpaceX. We’ve done that with Anthropic. That’s what we saw, and we had a chance to partner. Is your partnership with Apple to license Gemini for Siri expanding, contracting, or standing still? For both us and Apple, that partnership was about translating the capabilities of AI into better experiences for users. I thought Apple has done a phenomenal job of incorporating—they customize these models and build it into Siri—and it’s been great to see the reception. We are committed to doing more. You’re going to do more with them? There’s nothing specific to comment, but it’s a partnership. It’s working well. What have you learned so far about the feasibility of data centers in space? It’s a very exciting project. Projects like this remind me—I still recall that moment in the desert for the DARPA Grand Challenge, watching the Stanley car compete in it, which ended up being the basis for Waymo. With all these technologies, you’re at a moment in time where it looks a bit like sci-fi, but 10 to 20 years down the line, it’s actually working in a meaningful way. I feel the same in space. We’ve always believed in betting big on these technologies. Quantum has been a great example of it. We’re probably 10 years into the journey. Waymo, we are almost 20 years into the journey. Space, we are two to three years into the journey. It’s clear to me that it’s an approach which will make a lot of sense in the future. Being in sub-synchronous orbits with 24/7 access to the most abundant form of energy we have access to will make a lot of sense for this exponential increase in compute that we are going to need. Having said that, this is a challenging project. The team has disciplined milestones. It was a super exciting milestone to send the TPUs up to space. Sometime, as we are speaking, we are expecting a “hello world” moment from them. I look forward to seeing that happen, and we’ll continue investing here too. You previously said 25% of the code written within Google was written by AI. What’s the number today? That number in our world today is meaningless in the sense that every part of what we now touch is influenced by AI deeply. What we are tracking with Argon, for example, it’s been a point of inflection. People are using Argon to really go tackle complex projects, including projects which affect millions of lines of code. In the four weeks since we have launched Argon, we have seen a 30% increase in CLs, and more importantly, almost a similar increase—a one-third decrease in rollbacks. People are writing code more productively and better code with it. We are tracking it with newer metrics now. How are you dealing with opposition to data centers? If you can’t build in the U.S. the way you want to, where else do you go? We’re very committed to building our data centers very responsibly. When I look at our largest data centers in some of the communities where we have been the longest, I visit them, I talk to people. There are people who come and tell us their kids have gone to college because of our investments in these communities, and we’ve grown in those communities. To me, this is about doing it right. Engaging with the communities early, doing it transparently. We are committed to making sure we are bringing incremental power, and we cover 100% of the cost of our power needs for these projects. It’s understanding the impact on neighborhoods and making sure you’re working thoroughly to address them. Done rightly, you can continue making progress. But we are constantly taking feedback into account. I do worry not everyone operates the same way. People have been surprised by data centers showing up in their backyard. Those are all important. As an industry, we should continue to do better. But part of the reason, in a 20-year time frame, we are thinking about things like data centers in space is making sure we are able to put these data centers where maybe the trade-offs will be different. What unproven area of AI is Google working hardest to crack? Is it continual learning—getting models to keep updating after release—or something else? There are multiple parallel paths. You saw with Argon we have a million output tokens. With our Gemini models early on, we had a one-million context window on the input side. These are all examples of breakthroughs we are constantly working on. How do you think about synthetic data? How do you think about continual learning? How do you think about more efficient architectures? We do dedicate a meaningful percentage of our compute to these research bets too. It always goes hand in hand, including our world models. Those are all bets we are placing. Sometimes, as part of these bets, there are ideas that emerge which just make their way into the mainline models. Maybe we don’t fully talk about it, but we have multiple steps in these areas. Working in technology requires optimism that building something will improve the world, but those bets can leave real consequences when they fail. I recently returned to a town in El Salvador where enthusiasm for Bitcoin had given way to unfinished construction and something resembling a ghost town. How do you maintain the optimism you spoke about in your Stanford commencement address while accounting for those risks? I genuinely have a deep conviction that improving technology and improving access to technology makes people’s lives better. It’s been my personal experience in my life, out of which comes that deep conviction, optimism. But with that, I’ve always felt humanity’s journey is always about working hard to harness that technology to make it work well for society. The optimism is not an optimism that you just build whatever you want, whenever. You work hard to make sure you’re building technology in the service of humanity, to make the human condition better. That’s got to be the defining goal as we are approaching it. With that framework, I’m very, very optimistic. We are in very early stages of the kind of progress that we are going to see on many areas. We’re all talking about areas like healthcare. A lot of the progress is ahead. The ability to make things in a fundamentally cheaper way on many things where things have been getting expensive for a long, long time, discovering new materials, etc., which really bend the curve—it’s tough to step today and understand the impact of all that, but they’re going to be very profound. I’m very optimistic, but we have to be rightfully concerned about all the ways this technology can go wrong. Sundar, I know you don’t do many of these. Thank you. Thanks, Alex. Appreciate it.
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A note to readers: Science, accountability and elections
Dear readers, As early voting begins, I wanted to share some news — and why it connects to the decisions we make at the ballot box. I’ve been selected for the inaugural cohort of the South Atlantic Climate Journalism Hub mentorship program, hosted by Covering Climate Now. I’m excited to join this group, learn from scientists and fellow journalists, and expand my science reporting. Science directly ties to governance. Local officials make decisions about where development goes, how infrastructure is maintained, what emergency preparations receive funding, and how communities rebuild after disasters. Understanding the evidence behind those decisions helps us evaluate whether our government is serving us well. Here in western North Carolina, those connections are all around us, in Lake Lure and beyond. Flood maps inform decisions about property and development. Engineering assessments help identify risks at dams and bridges. Rainfall forecasts guide emergency preparations. Geological information helps explain landslide hazards. Water testing gives communities information they need to assess conditions. Meteorologists’ knowledge and public perception of weather events shape public safety. Each involves scientific or technical knowledge. Each also raises questions about public responsibility: What did officials know? How did they use that information? What did they tell the public? What did taxpayers receive for their money? A study can identify a problem. Elected officials still have to decide what to do about it, how to pay for it, and how to explain their choices. Reporting should examine both the evidence and the response. That is where I want to strengthen my work. My reporting on Helene recovery, infrastructure, flooding, public safety, and public spending has repeatedly brought me to questions that require scientific expertise alongside public records. This mentorship may help me better understand the research, ask more precise questions, and explain the answers clearly. I also bring the perspective of someone living with these concerns. I live downstream of Lake Lure Dam, and landslides affected my property during Helene. Those experiences bring urgency to my questions. Careful reporting helps establish the answers. Readers deserve to know what the evidence shows, where uncertainty remains, and whether officials accurately describe the information guiding their decisions. You also deserve scrutiny of proposed solutions: what they cost, what they are expected to accomplish, and what risks remain. Access to that information matters. As a mostly deaf journalist who relies on written communication, I will continue pressing for written public warnings, records, and explanations that people can read and use in real time. As you consider the candidates seeking your vote, consider how they approach evidence, preparedness, and transparency. Do they support local journalism, even when it’s not parroting a press release? Do they explain weather events clearly in plain English and explain their decisions after them? Make supporting records available? Acknowledge uncertainty? Follow through when a report identifies a risk? Those are practical questions about governing. Thank you for supporting Cops & Congress and the work that makes these questions part of the public conversation. I’m grateful to David Dickson and the CC Now team for this opportunity, and I look forward to bringing what I learn back to you. Annie DanceEditor & Publisher, Cops & Congress — Learn more about this newsletter, ethics policy, how you can help shape this work, and support it. Follow on X and Facebook. Send constructive criticism, fan mail, and tips with public documents for future stories: CopsandCongress@gmail.com ICYMI: View the Cops & Congress archive — Annie Dance is the publisher of Cops & Congress, a newsletter that analyzes what happens when crime, courts, disaster, democracy, and small-town policies collide. Views expressed here are covered by the First Amendment. Dance has a Bachelor of Arts from Manhattan University in Communication with a focus in Journalism and Government. She has been a journalist for over 20 years. Share Upgrade now or give a gift subscription
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