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Maine Department of Health and Human Services will hold public hearing on Prime Healthcare
Democratic Representative Julie McCabe requested the public hearing. She represents Lewiston, home to Central Maine Healthcare's flagship hospital.
SSM Health unveils Fond du Lac clinic lobby upgrades
SSM Health added self-service check-in kiosks and other lobby upgrades at its Fond du Lac Regional Clinic.
Can I watch the World Series for free? The streaming service you need in 2026.
History is about to be made.
Organizations look to consultants for help with tax law
A Modern Healthcare survey found demand for healthcare-related consulting services has increased compared with a year ago.
Hays FFA packs soil science boxes for classrooms nationwide
Hays High School FFA students pose for a picture with the completed Nutrients for Life Fer
Entertainment & Media Publicity Veterans Laura Puig & Michelle Ciciyasvili Join Forces to Launch Maeve
New Publicity and Strategic Communications Company to Focus on Entertainment, Media, and Talent Services
Apple Music's New Look is Now Live on Apple's Website
As spotted by Hidde Collee, the Apple Music page on Apple's website now has the updated branding that Apple officially introduced earlier today. Apple Music has a new black-and-white logo and app icon, with Apple doing away with the red color scheme that it previously used for the streaming music service. In a YouTube video released earlier today, Apple showed how the new Apple Music visuals were "made by sound".
CA immigration business seized over allegations of practicing law without a license
The State Bar of California raided the North American Immigration Center in Chino, calling it an unauthorized law firm
Talkiatry takes therapy nationwide as it builds out behavioral health platform
Talkiatry is expanding virtual therapy services nationwide as part of a broader push to provide comprehensive behavioral health services across the acuity spectrum, from low to high. | Talkiatry is expanding virtual therapy services nationwide as part of a broader push to provide comprehensive behavioral health services across the acuity spectrum, from low to high.
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.
Capcom reports large-scale data breach affecting approximately 11.77 million "Capcom ID" accounts. No credit card information compromised
Capcom's CAPCOM ID service was recently breached by a third party.
Rural Health Transformation implementation begins; Here’s what the money will do
Gov. Patrick Morrisey announced the first allocations of the Rural Health Transformation Program Awards, totaling nearly $2.4 million, on Sept. 4, 2026, to fund worksite clinics and employer-based healthcare services across West Virginia.
Brookshire Brothers opening new location with premier outdoor entertainment venue Nov. 11
Brookshire Brothers will open the doors to its newest Lufkin location at 6 a.m. Wednesday, Nov. 11, bringing an enhanced grocery shopping experience, expanded services and a premier outdoor entertainment
Ukraine Starlink slowdown raises business risks for Elon Musk partners
Suspension of Starlink service in Ukraine reinforces the uniquely elevated business risk of dealing with Musk as competitors circle.
Reno + Sparks Chamber announces Latino Business Council launching in 2027
The Reno + Sparks Chamber of Commerce announced plans to establish a Latino Business Council on Jan. 4, 2027, to expand services, advocacy and networking opportunities for Latino business owners in Northern Nevada. The new council will work to increase chamber membership among Latino business owners and operators while developing programs that address their business […]
BayMark Completes Out-of-Court Debt Restructuring
Lewisville, Texas-based BayMark Health Services announced Monday that it completed its new-money recapitalization and a debt-for-equity
Spokane care providers work to protect services
Despite recent staffing and service reductions across Spokane's healthcare sector, some providers here expect to maintain their workforces and offerings, even as they face rising expenses, growing patient demand, and difficulties with Medicaid compensation.
World News in Brief: Aid for Ethiopia, Abyei drone strikes condemned, extreme heat and newborn health
The World Health Organization (WHO) is scaling up emergency health response operations across Afar, Amhara and Tigray in Ethiopia to address growing humanitarian and health needs resulting from ongoing hostilities.
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.
Photos: Fall Business Expo in Woodland Park
The Greater Woodland Park Chamber of Commerce‘s Fall Business Expo, held Oct. 21 at the Ute Pass Cultural Center, allowed local businesses to show off their services and wares to the community.
Too Lost’s latest expansion is a deal with Xelon Entertainment
Distributor and tech firm Too Lost's ambitions in the APAC region continue. It acquired Australian distributor and artist-services company Gyro·Group in July, and now it has announced a partnership with another distributor, Xelon Entertainment.
‘Glee’ to return in reboot for Disney+ and Hulu
By Danielle Broadway LOS ANGELES, Oct 21 (Reuters) - "Glee," the hit musical comedy-drama television series, is set to return in a reboot, streaming services Disney+ and Hulu announced on
Navvis Introduces New Solution to Help Health Systems Build the Operating Capabilities Required to Achieve High Performance in CJR-X
ST. LOUIS, October 22, 2026--Navvis, the leading value-based care enablement company, today announced a new CJR-X solution built to help health systems achieve high performance in the Centers for Medicare & Medicaid Services (CMS) mandatory and newly finalized Comprehensive Care for Joint Replacement Expanded (CJR-X) model. Joint replacement is one of the most profitable service lines for health systems across the U.S. today, and CJR-X gives health systems a mandatory new way to protect and grow
Family Medicine Physician Timothy Baty, D.O., Joins UAMS Health Family Medical Center in Batesville
Timothy Baty, D.O., has joined the University of Arkansas for Medical Sciences (UAMS) Family Medical Center in Batesville, where he will provide comprehensive primary care services for patients of all ages.
NC announces $17 million in federal funds to improve rural mental health services
Gov. Stein and NCDHHS announced $17 million in funding for mental health services through the NC Rural Health Transformation Program.
Augusta business owner sentenced after failing to forward payroll taxes to IRS
An Augusta business owner was sentenced to just over 12 months in prison for failing to forward payroll taxes paid by his employees to the Internal Revenue Service, according to
WHO supports Nigeria after first Ebola case confirmed
The World Health Organization (WHO) is assisting Nigeria following confirmation of the first case of Ebola Bundibugyo virus disease in the country.
RCTC and Bridges Health offering free dental and wellness services for veterans
The services will be offered Oct. 30, Nov. 6 and Nov. 13.
Brightstar Capital Partners Invests in Material Handling Group, a Technician-Led Provider of Material Handling Equipment and Aftermarket Services
CANTON, Mich. & NEW YORK, October 20, 2026--Brightstar Capital Partners ("Brightstar"), a private equity firm focused on partnering with founders, entrepreneurs, and management teams, has acquired a majority interest in Material Handling Group USA ("MHG" or the "Company"). Financial terms were not disclosed. MHG is a technician-led provider of new, used, and rental material handling equipment and aftermarket parts and service, serving customers across Michigan, New York, and the Mid-Atlantic reg
Opero Relaunches as a Firm That Designs, Builds, and Operates Custom Business Systems
MIAMI, October 20, 2026--Opero (opero.com) has relaunched as a services firm that designs, builds, and operates custom business systems that replace SaaS platforms like Salesforce. The firm designs how a business should work, including the process and the experience for staff and customers, then architects, builds, and runs the system.
SpaceX Swings to a Profit, Even as A.I. Spending Soars
Elon Musk’s rocket company also said its revenue had more than doubled, driven by its Starlink internet satellite service and artificial intelligence products.
Is APi Group (APG) Outperforming Other Business Services Stocks This Year?
Here is how APi (APG) and CBIZ (CBZ) have performed compared to their sector so far this year.
Alexander County Veterans Service Officer Cherry Kilby published in NC Medical Journal
Alexander County Veterans Service Officer Cherry Kilby has been recognized for her contributions to rural veterans’ health with the publication of her article, “The Quiet Crisis: A Call for Community-Embedded Solutions for Rural Veterans,” in the Fall 2026 issue of the North Carolina Medical Journal (NCMJ). The article appears in the journal’s special issue, “North […]
NDSCS Science of Leadership program helps students build leadership skills
Students receive $4,000 scholarships and gain experience through mentoring, interactive sessions and community service.
Meta (META): Can WhatsApp Become a Meaningful Business Beyond Advertising?
Meta Platforms, Inc. (NASDAQ:META) is turning business conversations into revenue. Paid WhatsApp messaging helped Family of Apps other revenue grow 73% to $1.01 billion in the second quarter of 2026, following 74% growth in the first. That category includes subscriptions and other services and represented just 1.7% of group revenue. Expanding messaging alternatives make merchant […]
Reeves awards $32 million in federal funds to develop healthcare workforce and psychiatric services
Gov. Tate Reeves on Wednesday awarded $32 million for healthcare workforce development and psychiatric emergency services as a part of a federal program to improve rural healthcare.
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 […]
Set Your Calendar, T-Mobile Giving Out Free iPads For One Day Only
In an unusual move, T-Mobile appears to be giving out free iPad A16s for one day only next week, with qualifying service plan.
Advito Adds New Service To Help Organizations Prepare Emissions Data
Tool is said to provide an independent assessment of processes and methodologies
Mental health support available for families, community members in Bend after mass shooting
Mental health support services are being offered in Bend to help those impacted by the Silver Rail Elementary School shooting.
Sokaogon partners on workforce training for $72M broadband network
A new broadband workforce partnership will launch in spring 2027 to support a $72 million tribally owned fiber network planned for northern Wisconsin. The Sokaogon Chippewa Community, Nicolet College and the Wisconsin Department of Workforce Development’s Bureau of Apprenticeship Standards are developing the one-year broadband service technician apprenticeship. The program combines 2,000 hours of on-the-job […]
PODCAST: ‘Muscle Memory’
Native CDFIs know where their communities need capital. Turning that knowledge into a lending program takes another set of skills. In a new episode of Difference Makers 3.0, Pamela Boivin of the Native CDFI Network and Sheila Herrera, executive director of Tiwa Lending Services, join host Brian Edwards to discuss how NCN’s FORGE Certificate Program […]
Summit in Samarkand, a boon for child wellbeing and health
Representatives from across the international community are meeting in Samarkand, Uzbekistan, to ensure that children everywhere can thrive in a world marred by war, climate chaos and other fundamental challenges.
Spokane care providers work to protect services
Despite recent staffing and service reductions across Spokane's healthcare sector, some providers here expect to maintain their workforces and offerings, even as they face rising expenses, growing patient demand, and difficulties with Medicaid compensation.
Aetherion Expands Houston Industrial Water Treatment Business
Aetherion expands its Houston water treatment operations. Workforce growth and added services support its strategy to acquire regional providers.
Glendale Small Business Files Federal Lawsuit Challenging Seizure of Money by Federal Agents During Raid
PHOENIX—Today, the owner of a Glendale money services business (MSB) teamed up with the Institute for Justice (IJ) to file a federal lawsuit after his […]
Eagle Scout nominated for Service Award
Eagle Scout John Casper of Round Rock Troop 157 has been nominated for a Distinguished Conservation Service Award by the Capitol Area Council. DCSA is Scouting America’s highest conservation honor.
Chippewa Valley Health Cooperative to open full-service hospital in August 2027
The Chippewa Valley Health Cooperative plans to operate as a full-service hospital in Chippewa Falls next summer after securing funding.
Health Data Utilities as Essential Public Infrastructure: A Cooperative Federalism Architecture
Federal interoperability initiatives like Trusted Exchange Framework and Common Agreement transport clinical records across boundaries but fail to aggregate and enrich state-governed datasets, including Medicaid claims, prescription monitoring records, and social service registries.
Gov. Rhoden Supports Rural Health through New Hospital
News - Gov. Rhoden Supports Rural Health through New Hospital - Today, Governor Larry Rhoden supported rural health care by breaking ground on Freeman Regional Health Services' new hospital and clinic.
How Much Of Cisco Stock's Rise Did The Business Earn?
Cisco Systems (CSCO) supplies businesses and the hyperscalers building AI infrastructure with networking and security products, along with services. The company's stock climbed 92% between late July 2021 and mid-October 2026, before dividends. A rally of that magnitude makes it natural to credit a growing business. So take a guess: how much of that rise came from Cisco selling more.
Opinion | Dane County must stop underfunding mental health services
Natalie Eilbert: The need for mental health support is high, but Dane County’s contract model sets major provider Journey Mental Health Center up to fail.
AFL Releases FY2025 Corporate Responsibility Report
AFL, the Duncan, South Carolina-headquartered manufacturer of fiber optic cable, equipment, accessories, and related services, released its FY2025 Corporate Responsibility Report. As a reflection of AFL’s continued commitment to creating long-term...
Senate Health Committee Holds Hearing on Impacts of H.R.1
Senate Health Committee Holds Hearing on Impacts of H.R.1 TRENTON – The Senate Health and Human Services Committee, led by Chairman Joe Vitale, held a hearing today on the impacts of federal House Resolution 1 (H.R.1) and how New Jersey residents can adapt to major cuts to programs like Medicaid. The committee heard from[...]
Replit Expands Government Business Worldwide, Taps Former Amazon Executive to Lead Corporate Affairs
Replit, the agentic software creation platform used by builders in 85% of the Fortune 500 companies, today announced the expansion of its government business and the appointment of former U.S. Treasury diplomat and Amazon Web Services (AWS) executive Michael Greenwald as President of Corporate Affairs.
Mental health support available for San Diego service members and their families
After USS Abraham Lincoln's return to San Diego, service members and families can access mental health resources through Veterans Village San Diego.
New Spokane alliance drives life science growth
Spokane-based organizations Greater Spokane Incorporated, LaunchPad Inland Northwest Foundation, and Health Sciences & Services Authority of Spokane County are partnering with Seattle-based Life Science Washington to expand access to resources and support for life science entrepreneurs in the…
Mental health support available for San Diego service members and families
The Veterans Village of San Diego is partnering with California to provide active-duty servicemembers and their families with the mental health support they need. NBC 7's Military Reporter Dana Williams has the details.
Houston Comets on TV: WNBA games will be on KHOU, KTBU, Space City
Good news for WNBA fans: You won't have to subscribe to a streaming service or even have cable to watch Houston Comets games when they return to play next year.
Glendale store owner sues federal government over cash, computers seized in raid 20 months ago
A Glendale convenience store owner filed a federal lawsuit Tuesday demanding the return of cash, computers and phones agents seized from his money services business in February 2025.
Siletz Tribe receives $11.7M USDA grant for rural broadband
The U.S. Department of Agriculture has awarded $11.7 million to the Confederated Tribes of Siletz Indians to expand high‑speed internet access in rural Lincoln County, Ore., the agency announced. The funding comes through USDA Rural Development’s ReConnect Program, which supports broadband deployment in areas that lack reliable service. The project will build a fiber network […]
‘These risks are real’: the threat of AI bioweapons
In his annual speech on threats to the nation, Sir Ken McCallum, the head of the UK’s intelligence service, MI5, warned that AI had the potential to ‘change the stakes’ on existing and even new bioweapons. To find out why, and how, Ian Sample speaks to Dr Tom Inglesby, director of the Johns Hopkins Center for Health Security and the Bloomberg School of Public Health. He explains what has governments so worried and what measures could be put in place to reduce the risks
Opinion: Public service, not politics: why I’m running for Boone County Commissioner
Written by John Schickel, candidate for Boone County Commissioner Public service has been the thread running through every chapter of my life. It is also the reason I am seeking to represent you as your county commissioner. People often ask why I got into politics. My answer has always been the same: my job is […]
These Americans make a living scooping poop for other people's pets: 'I truly love it'
Poop scooping is still a lesser-known service compared to the likes of lawn care and housekeeping. But these entrepreneurs are raking it in while picking it up.
New Spokane alliance drives life science growth
Spokane-based organizations Greater Spokane Incorporated, LaunchPad Inland Northwest Foundation, and Health Sciences & Services Authority of Spokane County are partnering with Seattle-based Life Science Washington to expand access to resources and support for life science entrepreneurs in the…
How to watch Navarrete vs Foster and Smith vs Puello: Combat sports on DAZN this weekend
Find out how to watch Navarrete vs Foster, Dalton Smith vs Alberto Puello, RWS Muay Thai and Hitman Fight League on DAZN this weekend with fight dates, cards and viewing details.
Meet the 2026 Power Partners in Business Products & Services
These companies help you grow your business and achieve your goals.
Cuyahoga County voters weigh Issue 11 health and human services levy
Issue 11 in Cuyahoga County supports a levy for the county-run Department of Health and Human Services.
Area Events & Entertainment Community Calendar
Oct. 22 - Lincoln County Outdoor Recreation Community Workshop (brainstorming and action planning) - 9 a.m. to 3:30 p.m. in Room 255, Lincoln County Service Center, Merrill Oct. 22 - Veterans Coffee …
Revolut and other banking apps go down as Google Cloud suffers outage
Google Cloud is experiencing service disruptions in London, along with multiple banking apps including Revolut.
New measles case confirmed in Wisconsin, health officials say
The Wisconsin Department of Health Services (DHS) and Richland County Health and Human Services are working together to identity and directly notify people who may have been exposed to the virus after the case was confirmed on Tuesday.
U.S. Postal Service says it’s business as usual for the 2026 election. Here’s what you need to know
Voters are advised to mail their ballots BEFORE Election Day, and AT LEAST ONE WEEK before they must be received by their election office.
Tracking Military Health Through the Millennium Cohort Study
Why it matters * Long-term evidence strengthens military health and readiness * Research turns service members' experiences into better care * Findings have informed policy, prevention and screeningNORTHAMPTON, MA / ACCESS Newswire / October 20, 2026 / For more than three decades, has helped federal military leaders turn health questions into evidence that improves care and readiness. The Millennium Cohort Study shows that work in action, helping agencies better understand health challenges and
Britain Politics
Britain's Prime Minister Andy Burnham meets pharmacy staff before receiving a flu vaccination at Kapoor Pharmacy Services in Chorlton-cum-Hardy, Manchester, England, Thursday, Oct. 22, 2026. (Christopher Furlong/Pool Photo via AP)
New Business Spotlight: Simpson’s Meats brings farm-to-table tradition to Belltown
A new addition to Belltown Commons is bringing a little old-fashioned butcher-shop service to one of Northwest Knox County’s growing communities. Simpson’s Meats Butchery & Market opened its second Knoxville-area retail location Sept. 28 at Belltown Commons in Powell, offering fresh beef, pork, chicken, specialty cuts and prepared foods. The locally owned business has deep […]
Allapattah could get a late-night entertainment district
Allapattah could get a new late-night entertainment district, allowing qualifying businesses to offer outdoor dining and alcohol service until 5 a.m. under a proposed city rule change. On Oct. 22, the Miami City Commission is to
Home State Health, McCormack Baron Salazar and Urban Strategies, Inc. Announce Preservation Square Community Partnership to Support Families with Services, Economic Opportunity
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Health Secretary RFK Jr. visited JPS, Fort Worth. Here’s what he said
The health and human services secretary was at the hospital to announce a national plan for kidney health.
Feds allege $2 billion in California health care fraud, 15 charged
Federal authorities announced charges against 15 people, including six medical professionals, accusing them of health care fraud schemes worth $2 billion, including sham substance abuse treatment programs, unnecessary medical procedures and bogus hospice services.
Indian firm eMudhra exits global digital certificates business after vulnerability disclosure
Oct 22 (Reuters) - Indian digital trust services provider eMudhra on Thursday said it would voluntarily withdraw from the global SSL/TLS certificate business, following an incident in which its
Eligible Small Business Customers to Receive October California Climate Credit
Eligible small business customers across Pacific Gas and Electric Company's (PG&E) service area will automatically receive a $36.18 California Climate Credit on their October energy bill. No action is required to receive the credit.
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...
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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