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Mammoth Solar projects begin commercial operation in northwest Indiana
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Nvidia's RTX Spark Event in San Francisco Attracts Long Lines, But Few Buyers
Dozens lined up to check out the first RTX Spark laptops on launch day, but actual purchases were few and far between, with curious Nvidia fans citing the machines' high cost.
VOTE: What is your biggest fall health question?
News4 NBC Reno covers news, sports, weather and traffic for the Reno, Nevada area including Sparks, Carson City, Virginia City, Silver City, Stagecoach, Silver Springs, Sun Valley, Cold Springs, Spanish Springs and Fenley, Nevada and Truckee and Tahoe City, California.
Should the Miami Heat Claim Lonnie Walker IV Off Waiver?
With roster deadlines looming, the Miami Heat could secure a dynamic scoring spark. Lonnie Walker IV’s explosive bench production offers the playmaking punch needed to ignite Erik Spoelstra’s offense.
Scenes from a science festival
Since it's launch in 2011, the Wisconsin Science Festival continues to spark curiosity in residents of all ages.
Target rolls out AI shopping assistant as part of holiday push
Target has launched a beta version of its Ask Target AI chatbot to help with the holidays, joining the likes of Walmart's Sparky and Amazon's Alexa.
Could the Tigers’ 11th-Round Pick Be Their Biggest Steal?
High school standout Will Adams bypassed college to bring his elite left-handed swing to Detroit, sparking internal buzz that the 11th-round pick is a massive draft-day heist.
Reform politician says smart glasses helping him make speeches in Wales' parliament
Jason O'Connell sparked debate when he started wearing the glasses, which have an autocue feature.
Insider Reveals Michigan’s Starting QB vs. Indiana
Michigan is reportedly expected to start Tommy Carr over Bryce Underwood against Indiana after the freshman sparked a comeback win over Penn State.
SparkLab entrepreneurship program helps students develop business skills
UTICA — On Oct. 5, Utica Community Schools students and faculty celebrated the kickoff of SparkLab’s eight-week entrepreneurship program that provides hands-on experience in entrepreneurship, innovation, business strategy, marketing, finance and professional presentation skills.
Addressing mental health proactively for our loved ones
As suicide and mental health concerns continue to impact families and communities, an Atlanta-based mindset expert, Michelle Bryant Johnson, shares how to recognize warning signs, support someone in crisis and navigate grief after devastating loss. You can learn more about SPARK at https://www.michellebryantjohnson.com/spark1000
‘Play On!’ hits all the right notes
The English Renaissance meets the Harlem Renaissance in “Play On!,” a sparkling show that marries a loose adaptation of Shakespeare's “Twelfth Night” with the music of Duke Ellington. Conceived by Sheldon Epps, who also directed the original 1996-97 production (first in San Diego, then on Broadway), the show is getting a marvelous revival under his direction to open Chicago Shakespeare Theater's 40th anniversary season.While the title “Play On!” refers to the famous quote about music being the food of love and thus to the dozens of Ellington songs—among them “It Don’t Mean a Thing,” “Don’t Get Around Much Anymore,” “I Got It Bad (And That Ain't Good),” “Solitude” and “I’m Beginning to See the Light”—incorporated into the plot, one of the highlights for me is the clever way Cheryl L. West's book reworks the story. Apparently, it's also been updated for this outing, among other things to give the women more agency. In the big opening number (there's a six-piece, horn-heavy onstage band), aspiring songwriter Vy (Hailee Kaleem Wright) is the one to “Take the 'A' Train” to “Drop Me Off in Harlem.” She wants to meet the famous Duke (Edred Utomi) — Ellington, not Orsino, that is — and she seeks the help of Jester (an engaging James Harkness) to find out how. When Jester tells her in no uncertain terms that the music industry is a man's world, she disguises herself as Vy-Man and persuades the Duke to listen to one of her songs. He's suffering from a creative block because he's pining for Lady Liv (Krystal Joy Brown), queen of the Cotton Club, and convinces Vy-Man to bring the Lady the song as if the Duke had written it, promising to reward her with employment. Vy reluctantly complies, and the predictable complications ensue. Lady Liv is attracted to Vy-Man, while Vy is attracted to the Duke and he to Vy, though it disturbs him because he thinks she's a man. The fallout when the deception comes to light bodes ill—at least for a while.Here's where West's book cannily diverges from Shakespeare. Vy's twin brother Sebastian really is dead, so West devises another love interest for Lady Liv basically by rehabilitating the Malvolio character, here named Rev (Alan H. Green), the Lady's uptight, self-important manager. His unrequited love for her is magically transformed after he gets his comeuppance (minus the torture) from Miss Mary (Alanna Lovely), her honey Sweets (James Earl Jones II) and Jester, the stand-in for Sir Toby, who has romantic problems of his own with a woman named CC (Kaylah Janssen). In other words, Rev gets the girl — and also a show-stopping yellow zoot suit from costume designer An-Lin Dauber. All the costumes are dandy, though those for the men have more pizzazz than the women's day dresses. The bilevel, slanted scenic design by Beowulf Boritt brings 1930s Harlem to life in a slightly expressionistic way with the help of Adam Honoré's lighting and Ray Nardelli's sound design. Edgar Godineaux's choreography adds to the period feel, though there could be even more of it.Most of all, the leads have splendid voices, and the performances are terrific. Green's Rev and Harkness's Jester get my vote for comedy chops, and Brown's Lady Liv probably will stay with me the longest for her complexity and big blues number, “I Ain't Got Nothin' But the Blues.”
Abortion, ICE and socialism spark fireworks in swing state governor debate: 5 top moments
Republican Tom Tiffany pointed to a 20-week abortion limit while Democrat David Crowley declined to name a gestational cutoff in their debate.
Miami Heat Stars Rated Lower Than Expected In Defensive Rankings
Despite forming a terrifying new frontcourt tandem, Miami Heat stars Giannis Antetokounmpo and Bam Adebayo are both surprisingly low in the latest defensive player rankings, sparking debate over the league's most versatile defensive duo.
Elanco, Purdue planning research institute at One Health Innovation District
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Meta updates business terms, sparking AI training fears among news outlets
Tech giant’s revised rules could allow automated scraping across entire websites, legal experts warn
Google is renaming Gemini again; here's what each feature does now
Gems, Skills, Spark, Scheduled Actions: a field guide to renamed features
Tom Brady’s unexpected comment sparks reaction on Fox
OSCAR GONZALEZ FUENTES/Shutterstock.com Tom Brady makes unusual FOX comment Former NFL quarterback Tom Brady used an unusual expression while analyzing Chicago Bears quarterback Caleb Williams during FOX’s October 18, 2026, broadcast. The moment occurred during Chicago’s game against the Atlanta Falcons. Brady described a Williams pass using the word “gyrating,” prompting a surprised response from…
Kings’ Murray, Simmons Will Make Preseason Debut Against Warriors
Sacramento’s revamped rotation faces a crucial defensive test as two healthy wings return to provide the veteran playmaking and perimeter shooting needed to spark a bounce-back season.
Man’s Clever Trick After Realizing His Job Interviewer Was AI Sparks Fears For Humanity’s Future
As more and more companies replace their interviewers with AI, a frustrated comedian went viral by bringing his own “AI representative” to the meeting. Curiosities, Funny, Science & Technology, Social Issues, Society
Hall Changed NLCS Game 3 and Made Brewers Postseason History
DL Hall stifled the Los Angeles Dodgers for 2.1 scoreless innings, sparking a dramatic comeback that crowned him the Milwaukee Brewers’ all-time leader in postseason wins.
One of three Jensen Huang-signed RTX Spark laptops won at NVIDIA launch event is already listed for $17,150
An ASUS ProArt RTX Spark laptop bearing Jensen Huang's signature is reportedly being offered for $17,150. The asking price exceeds regular Turkish retail pricing by more than two times.
FULL SHOW: Inside INdiana Business 10/18/26
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‘Really unbelievable’: Pooler business owner says mail arrives once a week behind post office
‘Really unbelievable’: A Pooler business owner says mail behind the post office may arrive just once a week, sparking complaints about delays.
Science News unveils its list of 10 scientists making an impact on our world
As a teenager, Gabriela Farfan became fascinated by the shapes and colors of minerals. Now, as curator of gems and minerals at the Smithsonian National Museum of Natural History, she studies what they can reveal about our planet.From corals that preserve chemical signatures of changing oceans to sparkling gemstones, Farfan uses crystal structures, chemistry and spectroscopy to uncover the information trapped inside minerals and show why they’re an essential part of natural history. WASHINGTON, O
Leonardo DiCaprio's 'dad bod' puts spotlight on dangerous belly fat — and how to lose it
Leonardo DiCaprio's beach photos sparked a 'dad bod' debate, as a trainer warns that excess belly fat and visceral fat carry serious health risks.
Messi sparks euphoria in Oviedo before Princesa de Asturias award
The Argentinian footballer has arrived in Oviedo with Antonela Roccuzzo, greeting hundreds of fans awaiting him. This Friday he will receive the 2026 Princess of Asturias Award for Sports.View on euronews
Bengals Trade Idea: Should Cincinnati Pursue This Superstar RB?
With Cincinnati’s ground game stalling behind an elite offensive line, acquiring Jonathan Taylor could provide the explosive spark needed to transform the Bengals into legitimate Super Bowl contenders.
What Happened When Kelly Clarkson Publicly Trashed a Small Brooklyn Toy Shop Should Scare Every Business Owner
When Kelly Clarkson publicly criticized a small Brooklyn toy shop, it sparked controversy. Why it's terrifying for entrepreneurs.
Stars Sign Veteran Winger David Perron to Pro-Rated Deal
Dallas bolsters its forward depth with a low-risk gamble, betting that the seasoned Stanley Cup champion still has enough offensive spark to provide a cheap scoring punch.
Redditor runs FurMark on NVIDIA RTX Spark laptop at a store, nearly gets kicked out
A Redditor installed FurMark on an ASUS ProArt P16 RTX Spark display laptop in France. The 1080p benchmark ran before the user was nearly kicked out of the store.
Woman allegedly hit business owner with a closed fist when he tried to stop robbery
News4 NBC Reno covers news, sports, weather and traffic for the Reno, Nevada area including Sparks, Carson City, Virginia City, Silver City, Stagecoach, Silver Springs, Sun Valley, Cold Springs, Spanish Springs and Fenley, Nevada and Truckee and Tahoe City, California.
Grading the Buffalo Bills Special Teams At The Bye Week
Tyler Bass’s perfection and a game-changing blocked kick anchor a dominant unit. From field position battles to return-game sparks, these specialists have earned their elite midseason marks.
When I was 8 years old, Carl Sagan showed me the universe I want you to see
I have always tried to pattern my interactions with my program audiences like Carl might have done. Every chance I get to do that is one more opportunity I have to spark someone else’s interest in science.
Campaign advancements: UTC professor weighs in on use of AI for political purposes
The Tennessee gubernatorial race heats up as candidates make their final election pushes with Senator Marsha Blackburn’s AI-generated video sparking widespread online attention and debate about AI’s role in political campaigns.
In tight WA House race, sparks fly over safety at challenger’s business
Questions about safety at Braun Northwest have become a flashpoint in a Southwest Washington district grappling with a deadly tank collapse at a Longview mill.
Natasha Lyonne sparks controversy with 'prefer Trump' social media post
Natasha Lyonne's recent social media activity has upset some fans, who are accusing her of supporting President Donald Trump.
Kid Chemist in Metro Detroit: Hands-On Science, Open Play, Classes & Birthday Parties
Kid Chemist offers classes and activities for students from Pre-K through high school, with programs designed to spark curiosity, build confidence and make science fun. Families can visit locations in…
What's on Zuck's desk? We pushed Muse to figure it out.
Mark Zuckerberg showed off the new Muse Spark Open model, along with a few subtle flexes, by posting a snapshot of his office desk.
Super Smash Bros. Player Mew2King Banned From Tournament After Bug Bites Spark Health Concerns
Professional Super Smash Bros. player Jason ‘Mew2King’ Zimmerman has been banned from a competitive tournament after posting photos of his concerning skin condition and complaining of a bug infestation in his home.
Nvidia is no longer a PC gaming company. Get used to it
The disappearance of the GeForce RTX 5090 graphics card shouldn't come as a surprise, because PC game fans are no longer Nvidia's audience—AI companies are.
Absolutely everything I learned while testing RTX Spark for a week: It's a beast, but not at everything
The first RTX Spark PCs launch tomorrow, and I've spent the last week testing what this new chipset from NVIDIA is good at.
Does Florida, Jon Sumrall Have a Midseason Quarterback Battle?
Sophomore Tramell Jones Jr. sparked a massive upset over Texas, leaving Jon Sumrall with a high-stakes decision between his dynamic dual-threat backup and returning starter Aaron Philo.
Frosty Mornings Offer a Window into Nature's Hidden Science
By Lynn Michelsen, Crossroads at Big Creek -- As crisp autumn mornings arrive in Door County, many residents will begin to notice a familiar seasonal sight: delicate ice crystals sparkling across law...
ASUS ProArt P16 review: A sleek showcase for NVIDIA's RTX Spark
NVIDIA's RTX Spark platform is off to a good start, but the ProArt P16 is really only meant for AI fanatics.
Video. Reaching for the Starmus: Science and music festival back in Tenerife
Video. Mixing Nobel prize-winners, astronauts and artists, the Starmus Festival has been uniting key figures over the past decade at one event to spark creativity, curiosity and a greater understanding of the universe. Its co-founder, Garik Israelian says its all about inspiring the next generation.
Welcome, World Travelers! Dreamfinder and Figment Return to EPCOT — Entertainment & Lifestyle
Welcome, World Travelers! Dreamfinder and Figment Return to EPCOTby James Coulter "One little spark of inspiration is at the heart of all creation." For decades, that spark has been kept alive by a certain purple dragon, and now, after nearly thirty years, the dreamer who created him is finally returning to EPCOT. Earlier this year at the — Local reporting from Polk County, Florida.
Vikings Given 'Reality Check' on Latest Trade Deadline Rumors
Minnesota’s undefeated start sparks aggressive trade speculation, but experts warn the front office to prioritize long-term assets over fleeting rentals to sustain this unexpected championship window.
Major Rochester Road construction project sparks concern for local businesses
From the month of March to July, one northbound lane will be open. From the month of July to November, one southbound lane will be open.
Romance and business: Wildfire Bookshop sparks joy
For nearly a year, Stacey Fish has operated Wildfire Bookshop, a romance bookstore located on the east end of College Road. She said she went into business for herself because,
Indonesia’s sweeping new halal rules spark business backlash
World’s largest majority-Muslim country to force companies to explain how products from clothes to toilet paper are permissible under Islam
September inflation sparks estimated £1.1 billion English business rates hike
Government may push reforms in next week's Autumn Budget
Trump’s war on science sparks American brain drain as top researchers flee overseas
Many American scientists are being recruited by foreign universities holding out offers of stable funding and academic freedom
Super Smash Bros. Player Mew2King Banned From Tournament After Bug Bites Spark Health Concerns
Professional Super Smash Bros. player Jason ‘Mew2King’ Zimmerman has been banned from a competitive tournament after posting photos of his concerning skin condition and complaining of a bug infestation in his home.
Reno + Sparks Chamber announces Latino Business Council launching in 2027
The Reno + Sparks Chamber of Commerce announced plans to establish a Latino Business Council on Jan. 4, 2027, to expand services, advocacy and networking opportunities for Latino business owners in Northern Nevada. The new council will work to increase chamber membership among Latino business owners and operators while developing programs that address their business […]
Recent Philly gun violence sparks concerns over mental health
A deadly police shooting, the murder of a Philadelphia police officer, and the suicide of a man linked to a double homicide have sparked recent concerns over mental health and gun violence in Philadelphia. NBC10’s Tim Furlong has the details and speaks with a mental health expert.
Donaldson’s Finer Chocolates celebrates 60 years
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Chicago Bulls Flash Promise Before Momentum Shifts Vs. Nuggets
A hot-shooting first half and a breakout bench performance gave Chicago a spark Sunday, but a pivotal third-quarter swing changed the story against Denver.
Dell releases new 16-inch laptop globally with 1,600-nit OLED display and up to 128 GB RAM
Dell is now selling its latest 16-inch laptop globally. Featuring 18-core or 20-core Nvidia RTX Spark N1X chipsets, the XPS 16 Creator Edition also offers up to 128 GB of RAM, a 120 Hz VRR OLED display and a 99 Wh battery.
World Food Championship returns this week
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Revealed: Serbian ruler’s secret role in ‘illegal’ effort to help Trump business
Exclusive: Aleksandar Vučić personally intervened to push plans for controversial $500m Trump Tower in Belgrade, which sparked protests and a criminal case
Trump’s Odd Interaction Sparks Fresh Health Concerns
The president is facing fresh concerns about his health after he made a peculiar move.
St. Bonaventure Students Spark Science Interest in Olean
Students from the St. Bonaventure University Science and Arts Departments conducted STEM related activities to residents of Olean at Lincoln Park in October.
Senedd member says smart glasses help with speeches in the Senedd
Jason O'Connell sparked debate when he started wearing the glasses, which have an autocue feature.
Helen Haines vigil sparks calls for greater safety for women in politics
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Taxpayer support for Michigan-Israel biz accelerator draws scrutiny
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In tight WA House race, sparks fly over safety at challenger’s business
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Marshall County schools host girls STEM event to spark interest in science
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AMD releases powerful new mini-PC with 160 GB VRAM, 10 GbE and AMD Gorgon Halo
AMD has released a new mini-PC in the US. Arriving in the wake of recent Nvidia RTX Spark announcements, the new AMD Ryzen AI Halo Developer Platform hopes to surpass its predecessor with 192 GB RAM, of which 160 GB can be assigned as VRAM, and the Ryzen AI Max+ Pro 495 with the new Radeon 8065.
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.
NVIDIA’s CUDA Moat Is Accelerating RTX Spark Laptop Sales, Higher 128GB Unified Memory Options Belonging To Surface Laptop Ultra Already Out Of Stock
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FULL SHOW: Inside INdiana Business 10/11/26
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71st Annual Meeting: Greater Baltimore Committee : I95 Business
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BiomEdit receives conditional licensure for first commercial product
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Former Angels' Pitcher Jose Soriano Nominated For Gold Glove Award
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