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Why Is James Talarico’s Final Message to Voters ‘Friday Night Lights’–Themed?
The Democratic candidate for U.S. Senate leaves it all on the field.
Gov. JB Pritzker doling out big bucks to help Democrats — and boost a 2028 presidential run
Pritzker is taking out $40 million from his vast personal wealth to boost candidates in contentious races, and building coalitions with Democrats across the country, including in 2028 early primary states. "It's a terrific strategy," says former presidential candidate Howard Dean.
Many Latinos are over Trump. The shift is especially striking in Texas
Latino voters are souring on the GOP, fueled by frustration over rising costs and the Trump administration’s aggressive approach to immigration enforcement.
Sylvester Stallone discusses his role in ‘Frisco King’
FORT WORTH, Texas — At least one friendly face from “Tulsa King” will appear on “Frisco King.” The Taylor Sheridan-created and Samuel L. Jackson-led series premieres Dec. 18 on Paramount+.
Hispanic voters helped bring Trump to power - in Texas, the tide may be turning
Recent polls suggest the president is facing challenging headwinds in the state ahead of the midterms.
Microsoft MAI-DxO Diagnoses 83% of Hard Cases
Microsoft's MAI-DxO diagnosed 83% of complex NEJM cases in a Science study, versus 36% for generalist doctors with reference books.
David Montgomery remains sidelined Thursday
Houston Texans RB David Montgomery misses another practice
Wipes Do Not Belong In Pipes
The City of McAllen is calling on residents to stop flushing wipes and other non-flushable items down the toilet. Products labeled “flushable” can still cause serious problems in the wastewater system, contributing to blockages, equipment damage and costly repairs that can be prevented with proper disposal.
iOS 27 adds new Phone app feature that’s an instant favorite
Out of all the various upgrades in iOS 27, one of the features that’s impressed me most is a new Phone addition: Call Context.
Former Texans star J.J. Watt officially replaces Tony Romo as CBS Sports' lead NFL analyst
Former Houston Texans star J.J. Watt has signed a multi-year deal to permanently replace Tony Romo as CBS Sports' lead NFL analyst alongside Jim Nantz and Tracy Wolfson.
GOP player in ‘ghost’ candidate scandal behind texts slamming AG candidate
Alex Alvarado’s political action committee sent the texts attacking Jose Javier Rodriguez, the Democrat running for Florida attorney general, and was an early supporter of Republican Attorney General James Uthmeier’s campaign.
Here’s 1 way to stop some of the political texts you receive before the election
Unfortunately, you still may see the campaign ads on television no matter what.
How both Texas parties have shifted their political ad messaging
Democrats have moved from healthcare to taxes and corruption, while Republicans have ramped up ad spending on property taxes, crime and transgender issues, an analysis of AdImpact data shows.
Peoples Could Become Rangers’ Future Setup Man for Latz
Armed with a 96-mph heater and elite contact suppression, Ben Peoples possesses the raw velocity and metrics to anchor a dominant late-inning bridge for the Texas Rangers.
This Is Why You Don't Peel Off the iPhone Duo's Matte Screen Layer
A viral video shows how the iPhone Duo's nano-texture layer makes the foldable screen much more pleasant to look at than Android foldables.
CBS names J.J. Watt lead NFL analyst, inks multiyear deal
CBS named J.J. Watt its lead NFL analyst and signed the Houston Texans legend to a multiyear contract, the network announced Thursday.
Call for Abstracts — 2027 Petrie-Flom Center Annual Conference: Generative AI in Healthcare: Law & Regulation - Petrie-Flom Center
The Petrie-Flom Center for Health Law Policy, Biotechnology, and Bioethics at Harvard Law School is pleased to announce our 2027 Annual Conference, Generative AI in Healthcare: Law and Regulation. Generative AI –- artificial intelligence designed to produce output, such as text or images, that normally require human intelligence — has become a…
Week 8 college football viewer's guide: Can No. 7 Ole Miss hand No. 19 Texas a third consecutive loss?
‘There’s no way to stop them’: How campaigns and PACs get away with nonstop texting
Both parties purchase data to build a voter file with info like cell phone numbers. That means there's almost no way to stop the texts.
Qlik Brings Governed Business Context and Analytics Workflows to Claude
Qlik’s MCP Server is now available through Anthropic’s Claude Directory, giving Claude users a simpler way to connect governed Qlik® data, analytical logic, and selected analytics and data workflows, so they can work with trusted business context instead of raw data alone. Key takeaways: Makes Qlik easier to discover and use inside Claude: Availability through Anthropic’s Claude Directory gives Claude users a more direct path to connect Qlik through MCP.Brings governed business context into Clau
Texas Tech's Stone Harrington Continues Big 12 Weekly Awards Trend
Texas Tech kicker Stone Harrington had another impressive outing leading the Red Raiders on special teams, which drew the attention of the Big 12 in the form of a weekly award.
Istios Health Expands Clinical Research Network into Texas Through Kidney Care Associates Partnership
Partnership strengthens Istios’s growing nephrology research network and expands community-based research capabilities across cardiovascular, kidney, and metabolic diseasesPHOENIX, Oct. 22, 2026 (GLOBE NEWSWIRE) -- Istios Health, a healthcare technology and clinical research company, today announced a partnership with Kidney Care Associates, marking its expansion into Texas and strengthening its national network for cardiovascular-kidney-metabolic (CKM) disease research. The partnership builds o
Which college football team is the biggest disappointment of 2026?
Some of college football's biggest preseason contenders have stumbled ... hard. From Texas to Texas A&M and beyond, we want fans to name the biggest disappointment of 2026.
As companies move out of state, is California's $4.25 trillion economy really in trouble?
California continues to see companies large and small move to Texas and other states, citing taxes, high costs and regulations. Is the business environment really as bad as it seems?
TAMUSA opens new $55M public health and education building
The new academic building is part of the college's growing health education offerings and partnership with University Health.
WT Natural Sciences Department to honor Steed as graduate of distinction
A giant in the area energy industry will be honored by West Texas A&M University’s Department of Natural Sciences at an upcoming event.
Texas won't say where private school voucher money is being spent
Families have spent more than $270 million of the state voucher funds. The Texas Comptroller won't disclose where the money has gone.
TAMIU students offer free health screenings in Laredo
Texas A&M International University students are offering free health screenings to the public for the first time at the university’s Clinical Health Sciences Center.
David Montgomery remains sidelined Wednesday
Houston Texans RB David Montgomery still battling groin injury
Bad interpretation of the Bible creates stupid conflicts between science and religion. (It’s poetry, not a textbook.)
Scripture functions best when it stays in its lane. The authors of the Christian scriptures were writing the gospel. The gospel was meant to be “good news” for all, not bad news for most. But somehow…
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.
Oklahoma Sooners Baseball 2027 Schedule Released
Defending their national title, the Sooners face a brutal gauntlet featuring ten postseason contenders and marquee SEC showdowns against Georgia, Texas, and Tennessee in a high-stakes 2027 campaign
Context on Trump’s controversial Lejeune water remarks
On Tuesday the president also said 'if we don’t win there is no money. If we do win you’re getting it, and it’s going to be finally over, the nightmare that’s been going on so many years.'
In Annual State of the University Address, President Davis Highlights Position of Strength and Future Plans in Healthcare, Research and Undergraduate Education
President Jim Davis shared a bold and confident vision for the future of The University of Texas at Austin during his annual State of the University
CTC Fall Variety Show promises an evening of entertainment, music and classic theater
The Central Texas College Fine Arts Department invites the community to celebrate the season with its annual Fall Variety Show, a showcase of student talent featuring theatrical performances, music and
George W. Bush’s Brother Neil Bush Breaks G.O.P. Ranks to Vote for James Talarico in Texas
Neil M. Bush, a brother of former President George W. Bush, expressed “deep concern about Ken Paxton’s record” and said he voted for James Talarico, the Democrat running for Senate in Texas.
Tigers Linked to Blockbuster Trade for Rangers' deGrom
The Detroit Tigers target a seasoned ace to anchor their rotation while the Texas Rangers weigh shedding a massive contract.
Fox News Poll: Texas Senate race galloping toward a photo finish
Paxton's ratings are underwater by 17 points, while Democrat James Talarico holds a slim enthusiasm edge among likely voters
CTC’s Fall Variety Show promises an evening of entertainment!
KILLEEN, Texas (FOX 44) – Central Texas College’s Fine Arts Department is inviting the community to celebrate the season with its annual Fall Variety Show! This is a showcase of student talent featuri...
Your Voice, Your Vote: Stanley Langlow, Chelan County sheriff candidate
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Your Voice, Your Vote: Adam Musgrove, Douglas County sheriff candidate
.engage-icon { width: 40px; height: 40px; margin: 5px; padding: 4px; border: 1px; border-style: solid; border-radius: 50%; cursor: pointer; } .icon-clicked { width: 40px; height: 40px; margin: 5px; padding: 4px; border: 1px; border-style: solid; border-radius: 50%; background-color: #C5D9E2; } .engage-container { display: block; margin-left: auto; margin-right: auto; padding: 10px; text-align: center; float: center; min-height: 100px; } .success-message { font-family: Helvetica Neue,'Open Sans',Helvetica,Arial,sans-serif; font-style: italic; color: #333; } .label { font-family: Helvetica Neue,'Open Sans',Helvetica,Arial,sans-serif; color: #000000; font-size: 14px; line-height: 1.42857143; } .link-button { border-radius: 5px; border-color: #333; background-color: #C5D9E2; color:#333; align:center; max-width: 175px; margin: 5px; } .button-text { font-family: Helvetica Neue,'Open Sans',Helvetica,Arial,sans-serif; color: #000000; font-size: 14px; line-height: 1.42857143; } Copy article link Sign up for our newsletters function Copy() { var button = document.createElement('input'), text = window.location.href+'/?utm_medium=internal&utm_source=readerShare&utm_campaign=bButton'; document.body.appendChild(button); button.value = text; button.select(); document.execCommand('copy'); document.body.removeChild(button); document.getElementById('articleShareButton').innerHTML = "Link copied!" }; Trending Wenatchee house fire displaces family, 3 dogs rescued 1 dead, another injured in car fire outside East Wenatchee Delilah: From local Wenatchee singer to Latin Grammy nominee East Wenatchee standoff ends after cigarette break Spokane developer applies for 250 apartment project outside East Wenatchee
Your Voice, Your Vote: Tyler Caille, Douglas County sheriff candidate
.engage-icon { width: 40px; height: 40px; margin: 5px; padding: 4px; border: 1px; border-style: solid; border-radius: 50%; cursor: pointer; } .icon-clicked { width: 40px; height: 40px; margin: 5px; padding: 4px; border: 1px; border-style: solid; border-radius: 50%; background-color: #C5D9E2; } .engage-container { display: block; margin-left: auto; margin-right: auto; padding: 10px; text-align: center; float: center; min-height: 100px; } .success-message { font-family: Helvetica Neue,'Open Sans',Helvetica,Arial,sans-serif; font-style: italic; color: #333; } .label { font-family: Helvetica Neue,'Open Sans',Helvetica,Arial,sans-serif; color: #000000; font-size: 14px; line-height: 1.42857143; } .link-button { border-radius: 5px; border-color: #333; background-color: #C5D9E2; color:#333; align:center; max-width: 175px; margin: 5px; } .button-text { font-family: Helvetica Neue,'Open Sans',Helvetica,Arial,sans-serif; color: #000000; font-size: 14px; line-height: 1.42857143; } Copy article link Sign up for our newsletters function Copy() { var button = document.createElement('input'), text = window.location.href+'/?utm_medium=internal&utm_source=readerShare&utm_campaign=bButton'; document.body.appendChild(button); button.value = text; button.select(); document.execCommand('copy'); document.body.removeChild(button); document.getElementById('articleShareButton').innerHTML = "Link copied!" }; Trending Wenatchee house fire displaces family, 3 dogs rescued 1 dead, another injured in car fire outside East Wenatchee Delilah: From local Wenatchee singer to Latin Grammy nominee East Wenatchee standoff ends after cigarette break Spokane developer applies for 250 apartment project outside East Wenatchee
Fifteenth Court of Appeals Holds the Texas Business Court’s “Qualified Transaction” Jurisdiction Extends to Any Claim With a But-For Connection to the Transaction
In re Joseph Beard, No. 15-26-00136-CV – Decided October 15, 2026 In a unanimous opinion, the Fifteenth Court of Appeals held that an action “aris out of t
The Chicks return to Texas and political roots on 20-show tour
With stops in San Antonio and Austin, the trio spoke out on Lone Star politics and the importance of voting.
Texas Comptroller announces executive order barring proof of COVID vaccination for businesses
An executive order now bars any business that demands proof of COVID-19 vaccination or recovery from its customers from receiving a Texas Comptroller of Public Accounts contract or grant.
Here Are 7 Key Governor Races to Watch in the Midterms
Ohio, Alaska, and Texas could elect their first Democratic governors in decades. Republicans also have a shot at flipping a state's top executive.
Arch Manning, Steve Sarkisian and the mess at Texas: Can Longhorns right ship before it takes them all down?
Bush clan members back Democrat James Talarico in Texas Senate race
The Bushes could potentially influence some disaffected Republicans when it comes to next month's vote.
Texans QB C.J. Stroud bet on himself for a bigger payday, and that might be working out great
Why political texts keep coming even after you block them
George Weiner built PACspam.org to trace who sends nonstop political fundraising texts after blocking numbers repeatedly failed to stop the messages.
City of Edinburg Names Interim Police Chief
The City of Edinburg has named Lieutenant Orlando Garcia as Interim Chief of Police, succeeding Chief Jaime Ayala following his retirement on October 30, 2026. Lt. Garcia will officially assume leadership of the department on October 31, 2026.
Stand Up for Science Endorses Dan Barrios for Congress in Texas’ 32nd Congressional District
SUFS endorsements promote candidates who will protect science and democracy, replace anti-science members of Congress in 2027
Pulpit Politics: Johnson Amendment Rarely Enforced
Oklahoma religious leaders are navigating a murky legal landscape around the Johnson Amendment, which bars tax-exempt churches from endorsing candidates but is rarely enforced. With a recent Texas lawsuit failing and Congress considering changes, some pastors endorse candidates without consequences while others see political neutrality as a theological obligation, not just a legal one.
Texas Republicans Used to Debate. Not This Cycle.
With early voting already underway, we're likely to close out this election cycle without a single debate between top-of-the-ticket candidates. Why?
US extreme weather survivors are a growing group – now they want to be a political force
At a gathering in Texas, near where floods killed 136 people last year, survivors are united on the need for urgent action
Guns, drugs, AI, budget cuts join traditional maladies at public health forum
A daylong public health forum in Baltimore on Tuesday touched on health challenges that likely aren't found in any medical textbook: gun violence, artificial intelligence, social media and "the ravages of Washington" under the Trump administration.
Billionaire Mark Cuban’s 5-step plan to make healthcare affordable targets drug middlemen’s ‘contractual terrorism’
The Cost Plus Drugs cofounder told Texas lawmakers that insured patients are often better off paying cash—and laid out five fixes built around price transparency.
You are who you vote for: Identity politics in Texas midterms
While the campaigns in Texas have been focused fundamentally on the affordability crisis, the Texas Senate race between Republican Ken Paxton and Democrat James Talarico remains highly contested due to the engagement of identity politics from both candidates.
Austin Public Health report examines HIV stigma in Central Texas
A new report from Austin Public Health examined how stigma and discrimination affect people living with HIV in Central Texas, including their experiences with family, relationships, health care and…
Gracie’s Beauty Salon honored with Texas Treasure Business Award
Gracie Arguijo celebrated a special milestone on Friday, Oct. 9, when she was presented with the Texas Treasure Business Award from the Texas Historical Commission.
China builds the world’s smallest wearable brain monitor with a cortex-wide view
The Airscope offers a window on the simultaneous activity of thousands of individual neurons in untethered lab animals.
Ken Paxton hits campaign trail as political expert weighs in on strategy of avoiding debate
Paxton's Richmond appearance was part of a two-week bus tour across Texas, giving supporters an opportunity to hear directly from the state's attorney general.
Jaguars Urged to Trade for $12M CB at Deadline
One of the biggest takeaways from the Jacksonville Jaguars‘ loss to the Houston Texans in Week 6 is that the team has a serious need at cornerback. As the Jaguars sit at 4-2 during the bye week, they will likely be considering trades to make them buyers. Perhaps the best name the Jaguars could add […] The post Jaguars Urged to Trade for $12M CB at Deadline appeared first on HEAVY.
Political newcomers De La Cruz and Garcia battle for redrawn Texas 35th Congressional District
On Nov. 3, Texas voters will choose a new U.S. representative for the newly redrawn 35th Congressional District. On the ballot are Republican Carlos De La Cruz and Democrat Johnny Garcia.
How to teach graph skills in science lessons
Translate graph skills into a science context with these teacher-tested tips
TTUHSC School of Nursing Expands Access to Maternal and Child Healthcare in Lubbock
The Texas Tech University Health Sciences Center (TTUHSC) School of Nursing celebrated the opening of Grand Expectations Health Center with a ribbon-cutting ceremony and open house today.
Microsoft is now scaling back Copilot in Windows 11 amid Microslop backlash, pulling 8 AI actions from File Explorer and calling it “simplifying”
Microsoft says it's retiring "Copilot actions" from the File Explorer context menu, which it recently began rolling out.
Edinburg Veterans Day Parade Entry Deadline is Oct. 29th
The City of Edinburg is proud to announce the upcoming Veterans Day Parade, honoring past and present members of the U.S. Armed Forces. The parade will take place along Closner Boulevard—affectionately known as the "Boulevard of Heroes"—on Saturday, November 7, 2026, beginning at 10 a.m.
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
iPad Mini 8 Expected Next Week With These 10 New Features
Apple reportedly plans to unveil an iPad mini 8 with an OLED display next week, with those invited to Apple's Los Angeles experience on Wednesday, October 28 expected to receive hands-on time with the device, alongside MacBook Pro models with touch-enabled OLED displays, a 14-inch MacBook Pro with an M6 chip, and an iMac with an M6 chip.
Starz Entertainment LLC (STRZ) Restores STARZ on Verizon Fios Under New Distribution Deal
Starz Entertainment LLC reached a new distribution agreement with Verizon Fios, restoring all STARZ channels, STARZ On Demand and the STARZ app for Fios subscribers.Material DetailsContext by AI AnalystThis is a mid-cycle distribution recovery, reinstating a key MVPD partner after prior carriage lo…
WATCH: Conversations on how Formula 1 is transforming business, technology, media and culture during Grand Prix Week in Austin, Texas.
On October 22 at 6:50pm CT, tune in to conversations on the business of Formula 1, the technology redefining competition and the sport's growing influence across media and culture during Grand Prix race week in Austin, Texas.
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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