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Google’s more personalized Gemini AI is heading to your car
Personal Intelligence is available in Android Auto starting today.
Low Testosterone Opens the Door to a Broader Health Conversation
Low testosterone can signal broader health concerns involving weight, metabolic health, sleep and lifestyle. Cleveland Clinic’s Mark Paulos, MD, explains why comprehensive evaluation and a whole-person treatment approach matter.
79% of Small Business Owners Put Personal Money Into Their Business in the Past Year, New Flute Report Finds
Flute, the payments platform for the everyday economy, released "The Cost of Waiting To Get Paid," a report finding that 79% of small business owners put personal money into their businesses in the past year.
Michelle Murphy Named Business Person of the Year by Palisades Rotary Club - Palisadian-Post
The Pacific Palisades Rotary Club is proud to recognize Michelle Murphy as its 2026 Business Person of the Year, honoring her entrepreneurial spirit, community leadership and extraordinary commitment to helping Pacific Palisades recover and rebuild following the Palisades Fire. Traditionally, the Business Person of the Year award recognizes entrepreneurship, leadership and professional success. But in… Keep reading
Nancy Pelosi isn't sitting out the fight to replace her
The San Francisco lawmaker has dived into the intraparty fight to succeed her in Congress. Is it personal, or her prerogative to have a say in her replacement?
Gemini's Personal Intelligence is coming to cars
It's probably time to audit your Gemini settings.
Nonpartisan coalition of religious leaders plans to counter voter intimidation on Election Day
The diverse, multifaith group is training all the way through the end of October online and in person learning de-escalation techniques and equipping themselves with knowledge of local laws and resources.
Gemini app expands Google Maps Personal Intelligence, replacing Deep Think
Besides coming to Android Auto this week, Personal Intelligence in the Gemini app is also expanding its Google Maps integration.
Elon Musk invests about $1B in Skydance, CNBC reports
Elon Musk has made a roughly $1 billion investment in Skydance, CNBC reported on Thursday, citing a person familiar with the matter.
The Data Dive: Steve Kornacki on how Susan Collins could transcend Trump in Maine
Seeking re-election in a blue state, the longtime Republican senator is relying on her personal brand to defy political gravity — again.
AP Business Students
Westhampton Beach High School students spoke about their experience in the new AP Business with Personal Finance course.
The Data Behind Why Mobile Entertainment Feels More Personal Than It Used To - 360 MAGAZINE - GREEN | DESIGN | POP
Nine in ten Americans own a smartphone, and most of what’s on it has been quietly sorted for them.
SIA in-flight entertainment to get major upgrade, including larger screens, Bluetooth pairing
SINGAPORE – Travellers can expect a personal movie theatre experience on Singapore Airlines (SIA) routes after upgrades to its in-flight entertainment system, which will include touchscreens measuring...
65 Switch 1 & 2 Games You Should Check Out In Nintendo's 'Screaming Deals' Sale (North America)
Every game we scored 9/10 or higher, plus a personal pick
Genenta Science receives Nasdaq minimum bid price deficiency notice
Content provided by Seeking Alpha is intended for information purposes only, and that Seeking Alpha does not offer any personalist investment advice and is not a licensed securities dealer, broker, US investment adviser or investment bank.
One shot while shopping at Dearborn business
Just after 6 p.m. Saturday a fight broke out at a business in the area of Ford Road and Oakman Boulevard, that resulted in one person being shot.
Mayim Bialik says it was ‘very difficult’ to see Chuck Lorre on “Big Bang Theory” set during Charlie Sheen scandal (exclusive)
“There’s a humanity to when the person that you are working with is, first of all, very sick, and then publicly assaults you,” Bialik says.
Giants are releasing running back Najee Harris, AP source says
NEW YORK (AP) — The New York Giants are releasing running back Najee Harris, according to a person with knowledge of the decision.The person spoke to The Associated Press on condition of anonymity Tuesday because the move, which was first reported by NFL Network, had not been announced.
Human-Animal Bond Reaches New High as the Science on the Health Benefits of Pets Goes Mainstream
/PRNewswire/ -- The Human Animal Bond Research Institute (HABRI) today announced the results of its new benchmark survey of Americans showing that the health...
CT secretary of the state warns businesses of phishing email scam
Connecticut Secretary of the State Stephanie Thomas warns businesses about a phishing email scam impersonating her office.
Browns vs. Ravens not 'personal,' but 'strictly business' for Todd Monken
Todd Monken spent the last three seasons with the Ravens as their offensive coordinator. He's not allowing that to distract him as Browns face them.
Serena Williams, Kevin Durant, and Aaron Rodgers Have a Business Playbook Beyond Sports
Professional athletes are expanding their legacies through venture capital, strategic investments, and turning personal brands into wealth.
How a photo of a person’s face could help predict whether they’ll survive cancer treatment
A simple selfie could hold surprising clues to your overall health and longevity, especially among people with cancer.
In-Person Briefing: Fixing the No Surprises Act
The event will feature real-life perspectives from businesses/employers and physicians on navigating the IDR process and resulting outcomes.
This business turns vinyl records into mixtapes
A business is combining the vinyl resurgence with another personal music keepsake: the mixtape.
10X Health Launches Metabolism Genetic Test
A saliva-based test provides genetic insights to help inform personalized nutrition and weight-management plansSCOTTSDALE, Ariz., Oct. 21, 2026 (GLOBE NEWSWIRE) -- 10X Health, a leader in personalized health optimization and performance-driven wellness solutions, today announced the launch of its Metabolism Genetic Test. For individuals looking to optimize their wellness routines, 10X Health’s Metabolism Genetic Test gets at the root of why and how your body responds to food, exercise and appeti
Spotify is cracking down on Family plans again, and the penalty can lock you out for a year
Spotify is rolling out in-person QR-code checks for some Premium Family members, with a seven-day deadline and a 12-month restriction for those who fail verification.
Cardi B Is Using Her Music, Her Business and Her Politics to Express Herself
A shape-shifter with talent and personality to spare, the rapper keeps finding new ways to express herself.
Castill Health Announces Plans for Philippines Digital Healthcare Launch, Supported by Craig Astill and Caason Group
Singapore, Singapore--(Newsfile Corp. - October 17, 2026) - Singapore-based digital healthcare venture Castill Health has announced plans for its first market rollout in the Philippines, targeted for later in 2026.The company is developing a digital healthcare platform intended to connect wearable health monitoring devices, personal health information and access to participating medical professionals.Australian entrepreneur Craig Astill alongside Caason Group and Castill Family Office, is...
Luxury Entertainment Trends in 2026 That Are Redefining Travel
Luxury in 2026 is about more than five-star hotels and extravagant amenities. Discover how private escapes, immersive dining, wellness experiences and personalized hospitality are changing the way we travel.
‘Clear political stunt’: Beshear rejects Ball’s nominees for executive ethics commission
A day after submitting nominations for an appointment to the Executive Branch Ethics Commission, Republican Auditor Allison Ball says Democratic Gov. Andy Beshear rejected her list. A spokesperson for the governor said the list was “a clear political stunt.”
U.K. politicians are testing their messages on AI-generated focus groups
Firms are using data from real focus groups and surveys to build AI personas able to react to political messages within minutes.
NVIDIA Denies RTX 5090 Discontinuation Rumors, Admits Supply Is Tight
NVIDIA has finally responded to reports that the GeForce RTX 5090 is being discontinued. Jeff Fisher, senior vice president of NVIDIA's personal computing business, told Taiwanese media after the RTX Spark launch party in Taipei on October 16 that the rumors aren't true, as reported by 4Gamers...
Small Business Owners Putting up Personal Assets to Keep Businesses Afloat, New Equifax Canada Survey Finds
One in four business owners have been required to personally guarantee business financing with their own home and assets; younger entrepreneurs show greater reliance on credit as a financial safety netTORONTO, Oct. 22, 2026 (GLOBE NEWSWIRE) -- The financial pressures facing Canadian small businesses are extending beyond the business itself, with some owners relying on personal credit and assets to support their companies, according to a new Equifax Canada survey. One in four surveyed business ow
Federal agents descend on Tarzana as part of bust on alleged health care fraud; 1 in custody
One person was taken into custody in Tarzana Thursday morning as part of a federal crackdown on health care fraud in California.
After federal cuts, Spanberger mounts health insurance enrollment push with new state subsidies
The state estimates that up to 200,000 Virginians may be eligible for savings averaging $65 to $90 per person each month.
AltaCair Foundation hosts conference on bridging AI and health outcomes
The focus of Accelerator 2026 was on the practical role of AI in healthcare, access, whole person care, and community impact.
Todd Monken says Ravens matchup “not personal … strictly business,’ but not everyone believes him
Todd Monken downplayed the reunion with the Ravens. He said he wouldn’t have gotten the job as Browns coach without the three years as offensive coordinator in Baltimore under coach John Harbaugh. He complimented the organization, including for listening to the assistants in the draft process. He mentioned that his first interview with the Browns
Google is bringing a more personal version of its Gemini AI assistant to your car
Google is bringing Gemini's Personal Intelligence feature to cars, allowing its AI assistant to draw on information from Gmail, Calendar, Maps, YouTube, and other Google services to deliver more personalized responses while driving.
Transfer student finds home at St. Mary’s University
Tabby Lawson finds a welcoming community at St. Mary’s University, discovering a passion for education and personalized support.
QED Science adds preprint scoring to research discovery | ETIH EdTech News
QED Science has introduced Insights Feed, combining personalized research recommendations across 250 life science subfields with quality scores for selected preprints. ETIH’s edtech news coverage examines the tool’s features, use of unpublished work and limits of the launch claims.
The big business of personal shopping
From sourcing rare Hermès bags to organising last-minute gifts, independent personal shoppers will go to extraordinary lengths to keep wealthy clients happy
Combination nucleic acid therapies: towards personalized cancer treatment
Combination strategies enable simultaneous activation and silencing of key target genes to correct molecular pathways in pancreatic cancer.
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
Help is available: Resources available for youth mental, behavioral health
Seattle Children’s Hospital recently reported that they are currently experiencing high demand for youth mental and behavioral healthcare in their emergency departments. If you or a young person you know is experiencing an immediate crisis: In addition, here are some resources for youth mental or behavioral healthcare funded by the Seattle Human Services Department (HSD) […]
Trump ramps up attacks on Dems in tight races
President Trump is intensifying personal and Islamophobic attacks on Democratic candidates in several states as Republicans worry about a voter-enthusiasm gap ahead of the November 3 elections. CNN’s Alayna Treene reports from a rally in Northern Kentucky.
Proposed New Visa for Home Health Aides and Nursing Assistants: What Healthcare Staffing Companies Need to Know
A new policy proposal published by the Brookings Institution recommends creating a temporary work visa that would let US employers sponsor foreign home health aides, personal care aides, and nursing assistants to help ease a growing shortage of caregivers. The September 29 proposal, authored by Brookings scholar Tara Watson through the Hamilton Project, would create an “H-1D” visa category built specifically for the direct-care workforce, launching as a pilot program of 30,000 visas per year. It would require employers to pay wages near the top of the local market, guarantee workers a minimum number of weekly hours, and contemplate a potential pathway to permanent residence after six years, although implementing that pathway would require additional changes to immigration law. The H-1D is only a proposal at this point. No H-1D legislation has been enacted, and employers cannot currently sponsor workers under this proposed classification. But if the idea gains traction, healthcare staffing companies could find themselves with both a significant recruiting opportunity and a new set of compliance obligations. This Insight walks through the proposal’s general immigration and employment requirements, then turns to the specific opportunities and challenges it could create for staffing firms.
How Texas officials try to find poll workers for elections
Counties and political parties are using personal appeals, training and college internships to find people who can serve as poll workers and election judges to make sure voting runs smoothly.
Huntington startup creates landmark-inspired pajamas and gifts
Huntington-based Oyster and Arrow creates hand-illustrated pajamas and gifts inspired by Long Island landmarks. Founded by Emily Greany, the company emphasizes local coastal motifs and has grown to 25 retail partners, with wholesale driving most of its revenue. The brand aims to expand along the East Coast while maintaining personal connections.
Apple Stores Will Have 'Limited' Availability of iPhone Duo for Walk-In Customers
In a statement shared with MacRumors today, an Apple spokesperson said there will be "limited" availability of the iPhone Duo for walk-in customers at Apple Stores when the device launches this Friday, October 23. Apple's full statement: On Friday morning, our teams look forward to welcoming customers at Apple Stores to experience iPhone Duo and the incredible iPhone line-up for themselves.
Refusal of Care Laws: A Threat to Both Patient Health and States’ Protection of Abortion Access
What You Can Do To Put Patients First In Your State Across the country, people are being denied the health care they want or need, not for medical or professional reasons, but because of the personal beliefs of the health care provider or the institution’s affiliation. Denials range from abortion care (including miscarriage care), to […]
AI facial health recognition tools help physicians assess age and survival risk to guide personalized treatment
Mass General Brigham researchers trained a new AI foundation model on more than 40 million facial images, and used it to develop AI tools to estimate biological age and directly predict survival risk in patients with cancer
Political texts piling up? Houston voters describe campaign overload as tech expert explains data brokers
Houston voters discuss political texts and campaign mailers ahead of the 2026 midterm election. FOX tech expert Juan Guevara Torres explains how data brokers collect personal information, while political analyst Mark Jones discusses why voting early could reduce campaign texts.
El-Sayed’s loyalty to America, Rogers’ loyalty to Trump and other takeaways from Michigan Senate debate
The Michigan Senate debate between Democratic nominee Abdul El-Sayed and Republican Mike Rogers was bitterly personal and ferociously contested — as befits a contest that could decide the chamber’s majority.
1Password launches a way for AI agents to log in on your behalf without seeing your password
The new feature allows agents to log into a customer's personal accounts while still protecting the private credentials that secure those accounts.
Kenya’s Ebola cases rise to 7, including health workers who cared for the first patient
NAIROBI, Kenya (AP) — Three Kenyan health workers have tested positive for Ebola after caring for the country's first confirmed case, the Health Ministry said Saturday. Another person linked to the fi...
A bitter Michigan Senate race rattles Jewish and Muslim voters already on edge over the war in Gaza
Michigan’s closely contested Senate race has become deeply personal for some voters | WWJ Newsradio 950
Longtime Nevada Republican files complaint against GOP congressional candidate
The Federal Election Commission complaint against David Flippo cites reporting on his personal finances and campaign finance reports, and calls for an investigation.
Medical College of Wisconsin gets $50M gift to advance precision medicine
Precision medicine takes into account a person's genes and lifestyle, as well as the environment they live in, to treat their health care needs.
So you say you hate ‘surveillance pricing’
Local governments are banning “surveillance prices,” or when companies use personal data to set prices. But broad actions could hinder any possible benefits.
Rattlesnake bite venom is based on their personality
Deadly or not, it's best to leave them alone.
Glendale business shooting leaves 1 injured, suspect in custody
Glendale Police are investigating a shooting near 43rd Avenue and Bethany Home Road at a business that left one person seriously injured. The shooting prompted a major police response outside a Fry's grocery store.
Kenya’s Ebola cases rise to 7, including health workers who cared for the first patient
Three Kenyan health workers have tested positive for Ebola after caring for the country's first confirmed case, according to the Health Ministry. Another person linked to the initial case also tested...
Georgia health officials warn of possible measles exposure at restaurant as cases climb
A person linked to a measles investigation visited a Georgia restaurant while infectious, and state health officials are urging customers to check vaccination records.
Abdul El-Sayed, Mike Rogers clash in bitterly personal debate
A debate between Republican Mike Rogers and Democrat Abdul El-Sayed in Michigan’s Senate race was bitterly personal and contentious, while Republican Roger Marshall and Democrat were a bit kinder in Kansas. CNN’s Jeff Zeleny breaks down both debates in contests that could be critical to deciding control of the Senate in November.
First-Person Soulslike Valor Mortis an Official Success, Now Turning a Profit
Game breaks even after one week
TSCG promotes pair to C-suite; Colliers hire chases Philadelphia business; Foundry adds World Series winner as broker
New hires, promotions and other personnel changes
IDWeek 2026: Viral Hemorrhagic Fever Exposure and Infection Risk in Health Care Workers
A poster presented at IDWeek was a systematic review of 35 studies that found rare transmission of viral hemorrhagic fever to health care personnel in high-income countries and highlighted the need for standardized exposure definitions to guide response.
Meta's board thinks keeping Zuckerberg at its California office is key
The tech giant's effort to dissuade its CEO from relocating reflects a common belief that the best work happens when everyone is together in person.
ChatGPT now lets you lock your chats
The company says the feature is designed for situations where users might be discussing something personal or planning a surprise and want to keep those conversations private when handing their device to friends or family to show them something in another chat.
OnPoint Helps Small Businesses in Oregon and SW Washington Defend Against Latest Cyber Scams - The Source
Cyber threats are becoming harder for small businesses to detect as criminals use artificial intelligence, stolen credentials, and increasingly sophisticated impersonation tactics. Half of small and midsize businesses reported a cybersecurity incident in the past year, according to the National Cybersecurity Alliance’s 2026 Small Business Cybersecurity Awareness & Practices Survey. OnPoint Community Credit Union is highlighting emerging […]
Women are baring their souls to make the midterm elections feel personal
By sharing their stories, everyday women are becoming trusted messengers on issues such as immigration, intimate partner violence and healthcare.
Susan Collins Says Rival’s ‘Oh, Shut Up’ Comment Reflects How He Treats Women
Ms. Collins, a Republican running in a crucial race, called the debate remark by her opponent, Troy Jackson, “very telling.” Mr. Jackson has defended his comment, and his campaign said Ms. Collins had run a campaign based on personal attacks.
10/19/26 – HAWAIʻI CLIMATE REBATE FINDER HELPS RESIDENTS AND LOCAL BUSINESSES SAVE ON UPGRADES
JOSH GREEN, M.D. GOVERNOR RYAN K.P. KANAKAʻOLE CHAIRPERSON HAWAIʻI CLIMATE REBATE FINDER HELPS RESIDENTS AND LOCAL BUSINESSES SAVE ON UPGRADES HONOLULU – Hawaiʻi households and local businesses now have a direct way to keep more money in their accounts and avoid missing out on valuable financial incentives. The Hawaiʻi State Climate Change Mitigation and Adaptation […]
Ex-Jet Damien Woody shares health scare months after ESPN exit: 'Please get your checkups'
Former NFL player and TV personality Damien Woody shared a surprising health update with fans in a recent Instagram post.
Jen torches GOP’s ‘vile brand of politics’
MS NOW's Jen Psaki breaks down how Democrats are looking to expand the map while Republicans are falling back on personal attacks.
First-person Soulslike Valor Mortis is already making a profit after seven days, despite launching against some stiff competition
Ghostrunner studio One More Level is wall-running toward another success with Valor Mortis, which has already broken even after a week on sale.
If You Constantly Rearrange Your Furniture, Science Says It Reveals Something Surprising About Your Personality
The room is clean. The dishes are done, the pillows are fluffed, and yet something feels slightly off. Your gaze keeps drifting to the same corner, the same angle, the same arrangement you have stared at for weeks. Then a quiet impulse kicks in – what if the sofa faced the other way? Ten minutes...
Kenya’s Ebola Cases Hit 8, With No Community Transmission Yet
NAIROBI, Kenya (AP) — Ebola cases in Kenya rose to eight on Sunday after another person tested positive while in quarantine, having been identified as a contact of the first patient. Health Ministry Director-General Dr. Patrick Amoth said the eighth case involved a 49-year-old patient attendant who ...
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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