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Everton’s five-game winning home run ended by Aston Villa
Everton’s five-match winning run at Goodison Park has come to an end with Aston Villa running out 3-2 winners on Merseyside this afternoon.Brian Sørensen enjoyed a successful return to his former c...
Blanche defends DOJ lawsuit blocking Alaska Senate results if Republican loses
Attorney General Todd Blanche defended the Justice Department's suit over Alaska's Senate race in an interview on CNN.
Blanche says Trump isn’t trying to meddle with Alaska election results by suing over Senate race
WASHINGTON (AP) — Attorney General Todd Blanche on Sunday defended the Trump administration's lawsuit to block certification of Alaska's Senate results if Repub
Bloomington business continues to blossom
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Texas Tech Leads 'Bad' Week 8 for Big 12 Unbeatens
The Red Raiders’ playoff dreams hit a wall in Cincinnati as sloppy play and missed opportunities ended their unbeaten run. The Big 12 race is now more open than ever after surprising finishes elsewhere.
Halifax Health Sees 19 Biketoberfest-Related Injuries in 2026
With Biketoberfest 2026 having ended on October 18, Daytona Beach’s Halifax Health Medical Center announced the statistics on injuries related to the event. 19 patients were treated for injuries …
Investment driving growth at NWS Crane
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Google’s AI search changes upended online publishing
Some publishers are preparing for a future without Google.
Takeaways from BYU’s Exhibition Win Over UNLV
BYU finished off its preseason slate with an 89-77 exhibition road win over UNLV Saturday afternoon in Las Vegas. BYU won a closed scrimmage 102-53 versus Long Beach State, beat Nebraska 72-61 last week, and closed things out with a double-digit win over the Rebels. BYU trailed 42-30 late in the first half, but ended […]
Colorado's collapse brings more scrutiny on Deion Sanders
Colorado's 57-24 loss to Oklahoma State raises questions about Deion Sanders and his staff after a second-half collapse extended the losing streak.
Bruins vs. Sharks Takeaways: Boston Rallies for 6-4 Win
Boston erupted for four goals in the third period to secure a comeback win over San Jose. David Pastrnak reached a major franchise milestone as the Bruins extended their point streak to eight games.
SnakePit Post-season GDT, #19
The Brewers successfully held serve in the World Series opener, though it certainly got a bit tense there in the ninth inning, as Tampa had the tying run in scoring position with one out. It ended up as the 11th one-run game this post-season. That’s still a long way off the MLB postseason record for […]
Middleburg High School volleyball stays on track in FHSAA playoffs
A recent champion advanced and a 21-season streak ended in Saturday's FHSAA high school volleyball playoffs in Northeast Florida.
Los Angeles health authorities report 2nd second rabies-positive raccoon
In a follow-up on the report a rabies-positive raccoon found in Los Angeles County, the first in more than 5 decades, the LA County Department of Public Health is investigating a second rabies-positive raccoon found in the Westlake Village area of Los Angeles County. Public Health has confirmed that the first raccoon was positive for a variant of rabies typically found in bats. Strain testing for the second raccoon is currently pending. The second rabid raccoon was found in a backyard in the vicinity of where the first raccoon was reported and appeared sick and aggressive. No residents or pets were exposed to the raccoon. Two people at a worksite may have been exposed to the raccoon and are receiving recommended follow-up for rabies post-exposure prophylaxis. The World’s Deadliest Viruses Prior to these detections, the last confirmed rabid raccoon in Los Angeles County was detected in 1973, when the skunk variant (strain) of rabies was still present in the County. That strain has not been detected in Los Angeles County since 1979. In 2014, a skunk infected with the bat variant of rabies was detected in Long Beach. “The detection of rabies in another raccoon is an important reminder to never touch, handle, or feed any wild animals, even when they appear healthy,” said Muntu Davis, MD, MPH, Los Angeles County Health Officer. “Always keep a safe distance from wildlife and contact your local animal control if you encounter an animal that appears to be sick, injured, or behaving unusually. It is also critical to ensure your pets are up to date on rabies vaccination so they are protected before any potential exposure. Keeping your pets vaccinated is one of the most important steps you can take to protect your entire family.” Outbreak News Today is a reader-supported publication. To receive new posts and support my work, consider becoming a free or paid subscriber. Subscribe
Netflix’s Leadership Shake Up…Explained
(Welcome to the “Most Important Story of the Week”, my bi-weekly strategy column analyzing the most important (but often not buzziest) news story of the last two weeks. I’m the Entertainment Strategy Guy, a former streaming executive who now analyzes business strategy in the entertainment industry. Please subscribe.) Well, I had a simple article planned for this week. Called “Whoa, I Missed It!”, I’d take a gander at a few important-but-under-the-radar stories I didn’t cover while I wrote about all things “Skydance. (Formerly known as “the saga of Netflix trying to buy Warner Bros., but not Discovery, then Paramount-Skydance bought all of Warner Bros. Discovery”.) Alas, that article will have to wait. Netflix made news. Ironically, my “Whoa, I Missed It!” article would have mostly been about “content” strategy decisions, which is also what today’s article is about. But instead of the entire industry, this article will only cover Netflix’s decision to upend their film and TV content teams. Just that! So that’s the full topic of the day. I’m going to tackle the issue in the opposite direction of the way “stuff” flows: uphill. We’ll start at film, then move onto TV, and then onto the CEOs themselves, and the strategy questions that still remain. But we start with the numbers driving this. Let’s dive in. Subscribe Most Important Story of the Week - Netflix Upends Their Corporate Hierarchy I’ve got a lot of thoughts, but we’ll start with the most common response to yesterday’s article. Let’s Talk Stock Price More than one person, responding to what I published two days ago, pointed out that, well, actually, the thing driving Netflix’s actions is this: In short, stock price! Even if Netflix isn’t obsessed with their own share price—they probably are, but, for the record, my strategic advice to every CEO is to absolutely ignore stock prices, which will, ironically, probably help the stock price long-term—most everyone thinks they are. By the way, I prefer market capitalization to stock prices, because it’s a more apples-to-apples way to compare companies: But there’s an even better way to look at it, and it kinda casts some doubt on the entire push here: price-to-earnings. I have a long list of articles that I wish I had written, and chief among them is an article titled, “Am I Still a Netflix ‘Bear’?” meaning someone who thinks Netflix’s stock is overvalued. As of last summer, Netflix had solved their biggest problem—which for me (circa 2019) was the lack of free cash flow—but their stock was CRAZY overvalued. That’s this chart here: Why did Netflix’s stock price increase to a price-to-earnings ratio of 50 last summer? What financial metric changed so quickly? Nothing. Given that, historically, mature entertainment companies average 10 to 20, with 16 being the average, that increase made little sense. Netflix’s stock swoon these last eight or so months wasn’t irrational; the stock price rise last year was. So if you want a really hot Netflix take, here it is: Netflix’s stock price has been going down because the financial industry recovered its senses, not because of any strategic mistake. Yes, that would imply that cleaning house may have been a mistake. That’s why the charts yesterday are so important, because they show that Netflix did have a strategic problem (a lack of hits) and that’s what they moved to address. (One could also argue the industry drastically overrated Netflix’s growth prospects, but that’s a financial industry problem, not a Netflix strategy problem per se. Some growth estimates are just crazy. *cough* AI *cough*) Now, the last time Netflix’s stock price crashed—circa 2022—it gave them an opening. I’d argue Netflix insiders knew they needed to expand post-COVID-19 crisis, adding advertising, cracking down on password sharing, and dabbling in sports. But if they had done that when their stock price was high, it would give folks a reason to second guess their strategy. (Arguably, last year, when Netflix pursued the Warner Bros. merger, it gave the industry a chance to review their business.) Instead, after the 2022 fall, they had the opening to make strategic changes. We may see Netflix pivot again following this latest slide. For example, the “binge versus weekly” conversation is alive and well again. Same for expanding into theaters even more. And adding both linear channels and streaming bundles. And maybe more either social, user-generated, vertical, or creator content. But the first shift came with who is making the content calls. A Message from Our Sponsor Last winter Pulp Fiction was on Netflix. For those same 90 days, it was also free, with ads, on Pluto TV and the Roku Channel. That is not a glitch, and it is not rare. The title has run on 20 different US streaming services since 2019, across 80 separate windows, and for more than 600 of those days it sat on a paid subscription service and a free ad-supported one at the same time. Almost nobody can see this, because when a title leaves a service, the record that it was ever there tends to leave with it. Reelgood keeps that record, dated to the day rather than the month: 4MM+ movie, show and episode titles across 300+ services globally, with timestamped arrivals, departures and moves across SVOD, AVOD, TVOD and vMVPD. Licensing teams price against every prior window. Rights teams check what a licensee actually delivered, and when. Pick a title you think you know: data.reelgood.com/title-availability Film - Dan Lin Want to know why I don’t opine on individual film or TV executives, especially new hires? Dan Lin. As I always caution, it’s really, really, really tough to predict which executives will succeed in new roles and which won’t. The successful head of co-production/finance partner, Rideback, Lin was considered for the head of DC Studios job before taking the job as the head of Netflix. By all accounts at the time, this was a smart hire. (That’s my read of the news coverage anyways.) But now that Netflix has fired Dan Lin, we got a slew of news stories about how he was doing a terrible job. In sports media, Bryan Curtis, new Substack writer/podcaster from The Ringer, calls this the “now you tell us” story, when you only hear the bad news after a star athlete leaves a sports team. In this case, now they tell us that Dan Lin was bad with talent after he got kicked out the door. So was Dan Lin a flop? It’s actually tough to say. While film moves faster than TV, even two years isn’t really enough time to evaluate a person’s output. The new head hasn’t really taken control. As Emily Horgan noted, it takes much longer than two years to produce animated films, so yeah, it’s definitely too early to judge in that domain. As for live-action films, I just published an article by Brandon Katz called “Netflix’s Summer of Bummer”, but I’d point out Netflix had a bad summer two years ago too. Arguably, their best summer came from KPop Demon Hunters last year and Happy Gilmore 2, the latter of which I saw credited to Lin. Then, the stories came out that Dan Lin clashed with talent, both Ben Affleck and Greta Gerwig, classic “now they tell us” factoids to explain his firing. This may have been true, but also should have been expected given that he was given the mandate to bring budgets back in check, especially after Rebel Moon. So if he made folks upset, well, that’s what he was hired to do! But also, he was described as “well-liked” at his hiring! In that case, I’m a bit sympathetic to Lin, since he may have been undercut by senior leadership, as often happens. Basically, a CEO hires a subordinate to be their “bad cop” and keep budgets in check, but then when talent complains, the CEO ends up undercutting them. That’s how I think you end up with a Narnia movie as expensive as any of the other flops, along with a film executive the town no longer likes. As a result, I think that Netflix is now executing a classic “hire the opposite” move by hiring Peter Rice. This phrase comes from my experience following football and basketball coaching decisions, where teams generally hire the opposite of who they just had. If you have an offense-minded head coach, hire the defensive guy. Or in college football, if you have a strong recruiter, then you pivot to an “X’s and Os” type of guy. Or in pro basketball, if you have a very analytically minded coach, you hire the player-friendly guy. I see that here. After dropping Scott Stuber—arguably a talent-friendly executive with lax budget control—Netflix hired the business guy to keep costs in check. Now Netflix is pivoting back to Peter Rice and presumably a more talent-friendly regime. (Disney, by the way, has done this twice: hiring business guys to succeed talent-friendly Bob Iger. It didn’t work out last time.) When it comes to Peter Rice…we’ll see! Maybe he works out, but maybe he doesn’t. I’d actually say the biggest problem is that Netflix still hasn’t solved its “IP Problem”, in that they don’t own much IP, so they just have a lower hit rate. The new executive won’t solve that. (Though buying Lionsgate would help.) Share “Content” - Bela Bajaria I almost published yesterday’s article after this column, but ended up flipping the order, because it told the story so well. So if you want the data for why Netflix is looking at TV to fix their problems, it’s in that article, this graph in particular: I know I just wrote that it’s often hard to judge executives, but Bajaria ran TV for six years and film for three and a half more. That’s more than enough to judge hit rates, and Netflix needs more hits. That’s the story. Since 2023, Netflix hasn’t had as many hit shows as it used to, and many of its previous power house TV shows have ended their runs (Stranger Things most of all). Also, many shows from 2020 to 2022 probably pre-dated Bajaria’s tenure. (That said, one thing may have been outside of Bajaria’s control, which I explain below.) Let’s lump some content strategy thoughts about Netflix and TV into one place: We’re just getting started with this issue, but the rest is for paid subscribers of the Entertainment Strategy Guy, so if you’d like to find out… Why I partially blame Squid Game for Netflix’s latest troubles… What is “the football trap”... Why it might not be the TV shows or films’ fault at all… What change I don’t think Netflix will make... How Bela Bajaria evolved Netflix’s TV strategy in smart ways… Whose departure likely submarined Bajaria’s final few years… One sneaky explanation for Netflix’s content struggles... And a whole lot more... ...please subscribe! We can only keep doing this great work with your support.
South Texas Health System (@stxhealthsystem)
1 likes, 1 comments - stxhealthsystem on October 24, 2026: "Lower Your Risk, Prioritize Your Breast Health: Breast cancer is one of the most commonly diagnosed cancers among women worldwide. While some risk factors, such as age and family history, can't be changed, there are lifestyle choices that may help reduce your risk and support overall breast health. ✅ Maintain a healthy weight ✅ Stay physically active ✅ Eat a balanced, nutritious diet ✅ Avoid tobacco & limit alcohol consumption ✅ Talk with your doctor about hormone replacement therapy Just as important, don't delay routine checkups and recommended screenings. When breast cancer is detected early, treatment is often more effective and outcomes can be significantly improved. For more on breast cancer, watch the latest South Texas Health Minute on ValleyCentral.com at the link in our bio.".
First 17 Minutes of Cliff Booth Sequel Shown Publicly at AFI Fest
Quentin Tarantino ended an AFI Fest Q&A in Los Angeles by screening the first 17 minutes of The Further Mis-Adventures of Cliff Booth.
Newtown Health Fair Educates And Supports Community
On October 10, the 31st Newtown Health Fair was held at Newtown Community Center. Scores of guests attended. Flu shots were provided for those who wanted them by Housatonic Valley Health District, and...
Vivek Ramaswamy defends ad featuring Amy Acton's estranged mother
Republican Vivek Ramaswamy on Friday defended his campaign’s ad featuring the estranged mother of Democratic rival Dr. Amy Acton in the closely watched race for Ohio governor.
Fever owner Pacers Sports & Entertainment release statement after firing Amber Cox
The Indiana Fever have parted ways with general manager Amber Cox after their season ended early in the postseason at the hands of the Las Vegas Aces. Pacers Sports & Entertainment confirmed in a statement on Friday that Cox will follow team president Kelly Krauskopf , who announced earlier that she was stepping down from her role. Mel Raines, […] The post Fever owner Pacers Sports & Entertainment release statement after firing Amber Cox appeared first on ClutchPoints.
Science Hill finishes state runner-up in program's best season
MURFREESBORO — Consider the standard set for Science Hill's volleyball program. The Lady Hilltoppers' best season in program history ended with the team's deepest ever state tournament run.
NASA’s Swift Mission Ends, Leaves Behind Scientific Bonanza
NASA’s Neil Gehrels Swift Observatory has ended its science mission now that the spacecraft is orbiting less than 171 miles (275 kilometers) above Earth’s
US Olympic star Hellebuyck traded from NHL Jets to Devils
Connor Hellebuyck, a three-time Vezina Trophy winner as the NHL's top goaltender, was traded Friday from the Winnipeg Jets to the New Jersey Devils after being suspended since the season began.The Jets had suspended Hellebuyck on September 16 after he failed to report for training camp after requesting a trade before the season began.
Jeremy Renner makes rare red carpet appearance with 13-year-old daughter Ava
The daddy-daughter duo attended the 24th annual Alice nella Città film festival in Rome.
Sony Retires Its Last 4K Blu-ray Player in Japan, PS5 Is All That's Left
Sony has stopped shipping the UBP-X700/K in Japan, its last standalone 4K Ultra HD Blu-ray player in the country. Shipments ended on October 22, and according to Sony retailer Kunkoku, the remaining stock on Sony's Japanese store sold out almost immediately. There's no word on a successor. That...
NFL rescinds Buffalo Bills defender's one-game spitting suspension
Buffalo Bills defensive back Sam Franklin was suspended for spitting during a Week 6 game. A hearing officer overturned it, opting for a fine instead.
O.A.K. Prime’s Chef Jerrett King scores a second Michelin Recommendation
O.A.K. Prime Kitchen and Bar has not only retained its Recommended distinction in the 2025 MICHELIN Guide American South, but the establishment has also received that designation for 2026
Nvidia, TCV Invest in Generative AI Startup Higgsfield
Higgsfield, the AI video and image generation startup, extended its Series B funding round with new investments from Nvidia and TCV.
Nvidia, TCV Invest in Generative AI Startup Higgsfield
Higgsfield, the AI video and image generation startup, extended its Series B funding round with new investments from Nvidia and TCV.
Essential Health highlights personalized direct primary care in Davenport
Essential Health Direct Primary Care offers pediatric and adult patients personalized, evidence‑based care through a flat‑rate membership model that includes extended visits, in‑house pharmacy services and on‑site lab testing.
Pep Chavarria Injury Status for Chelsea vs Tottenham Confirmed
Xabi Alonso has been nursing some injuries since his arrival at Chelsea. The international break provided a good break in play to get a number of his key men back fit including Moises Caicedo, Cole Palmer, and Joao Pedro. The good times only lasted so long as Reece James ended up getting surgery over a …
Trump says Amy Acton is ‘fair game’
President Donald Trump on Thursday called Ohio Democratic gubernatorial candidate Amy Acton “fair game” as he defended Republican Vivek Ramaswamy’s ad that features her estranged mother and ignored the abuse allegations against her stepfather.
Quest Diagnostics confirms patient information accessed in cyberattack, systems temporarily shut down
Quest Diagnostics temporarily suspended access to several systems following a cyberattack involving patient information.
AMC Entertainment Holdings, Inc. to Announce Third Quarter 2026 Results and Host Earnings Webcast
LEAWOOD, Kan., October 22, 2026--AMC Entertainment Holdings, Inc. (NYSE: AMC) ("AMC" or "the Company"), the largest theatrical exhibition company in the world, announced today that it will report its results for the third quarter ended September 30, 2026, on Wednesday, November 4, 2026.
How well have past GOTY winners sold?
We’re less than two months away from 2026’s The Game Awards, and what a year it’s been for fantastic games, including Resident Evil Requiem, Forza Horizon 6, Slay the Spire II, the Blood of Dawnwalker, and Control Resonant – just to name a few. So as we approach the end of the year, we thought we’d look back on our estimates for the GOTY winners of the past four years. In terms of revenue, Elden Ring (2022 winner), Baldur’s Gate 3 (2023), Astro Bot (2024), and Expedition 33 (2025) have generated a combined $3.8B via 73M copies sold: Let’s have a look, then. Elden Ring has generated $2B in revenue Elden Ring is a phenomenon in every sense. It’s sold a whopping 36.4M copies across Steam (50%), PS5 (35%), and Xbox (15% across console and PC). Want more free estimates and insights in your inbox twice a week? Subscribe below! Subscribe Elden Ring also just passed an astronomical milestone: $2B in revenue. While PlayStation and Xbox account for half of Elden Ring’s copies sold across these three platforms, they account for 57.5% of revenue. This – as ever – is due to regional pricing and the higher relative share of PC gamers in lower-priced markets. For example, around 17.4% of Elden Ring’s Steam copies sold were in China, where the game costs about 26% less than the price in the States. There’s an … interesting narrative going around these days that console gamers are only interested in ball-and-gun games and have the patience for little else. Well, Elden Ring’s impressive sales prove that is simply not true, and across all platforms. What’s more, over 9.8M people have played Elden Ring for over 100 hours, with nearly 3.5M people getting all of the achievements and trophies. For reference, 10.9% of Elden Ring’s PlayStation players have the platinum trophy, while 10.5% of players on Steam and 3.9% of Xbox players unlocked all the achievements. Git gud, Xbox players! Of the 1.5M people who played Elden Ring on PlayStation last month, 4% also played Dark Souls 3 last month, 4% played Bloodborne, and 3% played Sekiro. There’s those Soulsborne diehards for you. By many accounts, including my own, Elden Ring is one of the best games of all time. It’s an evergreen seller that will continue to be a cash cow for Bandai and FromSoftware for years to come. Want more free estimates and insights in your inbox twice a week? Subscribe below! Subscribe Elden Ring has sold another 2M copies across Steam, PlayStation, and Xbox this year, generating almost $110M. This means it’s outperforming many of this year’s high-profile releases. Even Elden Ring’s standalone run-based PvE spinoff, 2025’s Nightreign, has sold 7.8M copies and generated $282M in revenue. Baldur’s Gate 3 is another billion-dollar-plus banger Another cross-platform phenomenon is Baldur’s Gate 3, which has sold 23.2M copies and generated over $1.2B in revenue. About 18.7M of these copies (80.6%) are via Steam, 2.9M via PS5 (12.7%), and 1.6M (6.8%) via Xbox. Around 1.3M folks on Steam bought BG3 before it hit 1.0. The PlayStation version launched about a month after the PC 1.0 release, while the Xbox version came four months later due to technical issues around developing local co-op on the Series S. Want more free estimates and insights in your inbox twice a week? Subscribe below! Subscribe Across platforms, Baldur’s Gate 3’s monthly active users have never dropped below 2M, including 2.2M MAUs last month (68.5% on Steam, 21.9% on PS5, and 9.6% on Xbox). And it still regularly brings in 280K to 400K players every day: About 1% of BG3’s Steam player base has played for over 500 hours! That’s a little under 200K people. Astro Bot is also an evergreen seller, albeit a more niche, family one Astro Bot, 2024’s winner, has now sold 4.7M copies and generated $291M in revenue. The budget, including marketing, is almost certainly under $100M, given the small Japan-based core team and three-year dev timeline. You can really see why the tides are changing toward less expensive hubs. Astro Bot is the only first-party winner on this list, but follows other first-party winners of The Last of Us Part II (2020’s winner), God of War (2018), and Breath of the Wild (2017). Around 46.6% of Astro Bot’s copies sold have been physical, which is far higher than the typical game. This makes sense for a couple of reasons: There’s a large family audience for this one, and physical boxes are an item to wrap when giving Astro as a gift. Astro has collector value for the PlayStation core (this is nostalgia-fueled platformer celebrating PlayStation’s history) Want more free estimates and insights in your inbox twice a week? Subscribe below! Subscribe Astro is another one of those games that continues selling over time, regularly selling more than 100K a month. It’s sold around 1M more copies this year ($60M in revenue) and is a popular title with families. We can see this using the Alinea platform’s MAU crossover tool: Astro Bot’s top #2, #3, and #4 games by crossover in any given month this year are Minecraft, Fortnite, and Roblox – without fail. The #1 title every month, though, is Astro’s Playroom, a pack-in with all PS5 consoles. For every month this year, between 20% and 30% of Astro Bot players also played Astro’s Playroom that month. So the free pack-in is a noice funnel for converting players to a full paid product. Expedition 33 sells 8.7M despite Game Pass cannibalisation Finally, we have last year’s winner – Expedition 33. The turn-based-RPG banger has generated $366M via 8.7M copies sold, with 58.8% on Steam, 35.7% on PS5, and 5.5% on Xbox. Xbox’s share of copies sold is this low due to Expedition 33 launching on Game Pass, where 4.3M people across console and PC accessed the game. A little under 700K Xbox players used their subscription to play Expedition 33 this year. That said, the game’s 1.5-year Game Pass deal ended last week on October 16, and we’re already beginning to see a positive trend on Expedition 33’s copies sold via Xbox (but the jury’s still out!). There’s understandably a lot of French pride behind this one, as France is the game’s #3 market on both Steam and PlayStation. Vive la France! One thing that stood out to me is that the GOTY winners aren’t $300M Hollywood productions made in the US. They’re mostly mid-budget studios outside the traditional AAA cost centres. Lots to think about there. Also, good games sell well; who’d have thunk it!? And there’s a whole load of them this year, with GTA 6 still to come, too. GTA just made the cutoff point for the VGAs this year. What a coincidence! Loading... Cool links and other stuff Our physical games newsletter from Tuesday was picked up by GameSpot, Eurogamer, TweakTown, and a bunch of others. We’re offering a free trial of our platform for games companies. Send us a message here, or reply right here on Substack/email, and we’ll set you up. Next week, we’ve got some exciting news regarding the future of our newsletter, so stay tuned! The last word Reply to this email – or reach out here – if you have any feedback for the newsletter – or want to request a game for us to cover. Want to see why these companies (and many others) are subscribed to Alinea? Get a free platform trial! [Alinea Analytics boasts the most accurate PC and console estimates in the business. Game makers use our platform to understand their audience, keep an eye on the competition, monitor sales trends, and spot new opportunities. We equip game studios and financial institutions with accurate data and the confidence to make smarter, data-driven decisions. Want to talk about all things games market data? We’d love to chat!]
Priscilla Presley steps out for rare outing with with son Navarone Garibaldi Garcia
The mother-son duo attended an event in Germany on Oct. 20.
Chris Pratt says Star-Lord will return to MCU after ‘hard action’ was taken to ‘make good on that promise’
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Scientists Found a Surprising Link Between Intelligence and How Attractive You Think You Are
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Milaca Clinic earns federal Rural Health Clinic designation
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Israel on the ballot: Moskowitz, Singer battle for Jewish vote in new FL district
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MVP MMA On Netflix One And Done?
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OCPS delays health insurance decision amid legal threats from unions
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Montgomery leaders still weighing new health care authority to protect hospitals, taxpayers
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Tracking tsunamis triggered by extreme weather
As much of Western Europe faced record-breaking temperatures and extended drought this summer, Croatia experienced another weather event that could also set a worrisome precedent.Over the course of two weeks, a series of meteorological tsunamis (meteotsunamis) struck Croatia’s Adriatic coast, alarming both residents and tourists. Social media posts showed flooded seaside promenades and people walking through knee-deep water. Fortunately, no deaths or major damage were reported.In a world where natural disasters seem to be increasing, meteotsunamis — tsunamis caused by rapid weather changes – rarely make headline news. But warming sea temperatures and changing atmospheric conditions may help explain why these phenomena could become more common, especially in shallower seas and inland lakes with wide coastal shelves.“We have definitely become more aware of them, and there have been a lot more reports of these events in the last 10 years,” says Jadranka Šepić, an associate professor of environmental physics at the University of Split whose research focuses on efforts to track meteotsunamis in real time. She is also one of Croatia’s ambassadors for Science Comes to Town (SCTT), a European Commission-funded programme aimed at making research more accessible to the public.Šepić sees two possible reasons for the apparent increase in meteotsunamis. One is that photos and videos shared on social media are providing more empirical evidence, while rising air and sea temperatures could also play a role. The geophysicist “cannot say with certainty” that warming is a contributing factor because research is still ongoing. “But I can say that previously in Croatia we might have had one exceptionally strong event every 10 or 15 years, and one strong event every five years, and within 15 days this summer we had five strong events,” Šepić notes. “This is not typical.”‘A fist against the sea surface’Unlike tsunamis that are triggered by underwater earthquakes or volcanoes, meteotsunamis are caused by sudden changes in atmospheric pressure combined with other rapidly developing weather events, such as thunderstorms. The effect “is like pushing a fist against the sea surface,” Šepić explains. The resulting oscillation intensifies as it reaches shallower water, and “can be far more destructive than a wind-driven wave because meteotsunamis are accompanied by very strong currents than can penetrate much deeper inland.” The meteotsunami, she continues, “then behaves the same as a tsunami — they slow down and grow as the sea shallows, and then grow further in places like harbours due to further shallowing and narrowing. When they come ashore, they can be very destructive — taking everything with them out to sea and then taking it back.”Croatian research institutions have tracked such sea oscillations since the 1930s because the relatively shallow Adriatic Sea is prone to meteotsunamis. The strongest recorded so far was in June 1978, according to the Adriatic Meteotsunami Catalogue, which is supported by the European Research Council (ERC), Croatian Science Foundation and the country’s leading research institutions. During that event, six-metre-high waves flooded the coastal town of Vela Luka on Korčula Island, causing major damage.Other meteotsunami “hotspots” in Europe include the Mediterranean Sea as well the Atlantic coastal shelves off France, Portugal and Spain. In June 2006, a meteotsunami with five-metre-high waves swept through the harbour of Ciutadella in Spain’s Balearic Islands, causing widespread damage to boats. Several less powerful events were reported in the Balearics and off the coast of Spain this summer, leading to some beach closures.Forecasting is challenging because of how quickly meteotsunamis can develop and their uncertain trajectory. Šepić is involved in two ERC-funded research projects — SHExtreme and MeD-Track — aimed in part at strengthening monitoring and real-time data collection. Access to accurate and immediate information is essential for early-warning systems.Early exposure to meteotsunamisŠepić first learned about meteotsunamis from her parents while growing up in Croatia. She later had the opportunity to investigate these events during her master and doctoral studies in geophysics at the University of Zagreb. The geophysicist has also conducted research at the Institute of Oceanography and Fisheries in Split, the University of the Balearic Islands in Palma de Mallorca and the Institute of Ocean Science in the Canadian province of British Columbia.Projects like SCTT are important to raise awareness about research and inspiring young people to pursue studies and careers in science, notes Šepić. She credits her colleagues at the University of Split and the Institute of Oceanography and Fisheries for their community outreach and engagement in the European project, which includes partner universities and institutions in Brest (France) and Kiel (Germany). As an example of town-gown collaboration, Šepić highlights her own university’s ‘Oceanographers on the Island’ programme. This initiative offers workshops and hands-on learning for children living on numerous Croatian islands.“It is a great privilege for Split to be involved in a project like Science Comes to Town, which is the first of its kind in the European Union," Šepić says. As for encouraging new generations of scientists, “This is a great effort, and I hope that we will see an effect in a few years.”Science|Business, which connects policymakers, academics and industry through its news reporting, analysis and events, is an SCTT partner.
Rice rescues Arsenal draw at Bayern in Champions League
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Buffalo Council Considers Offers on Properties at Business Park
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‘Stop whining’: Vance defends controversial Ramaswamy ad
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Genenta Science receives Nasdaq minimum bid price deficiency notice
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Sam LaPorta expresses disappointment Lions haven't extended him yet; TE prepared to 'get paid somewhere else'
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Coushatta Tribe to open second Feather Fuel travel plaza Oct. 30
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WoW Forever Beta Extended to Friday, Name Reservations Go Live Tuesday
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Week 7 Cincinnati Bengals Power Rankings Roundup
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Maryland fires Mike Locksley after 2-5 start as Terrapins become first Power Four opening
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40+ PS5, PS4 Games to Buy in PS Store's Planet of the Deals Sale
Recommended games going cheap
Hoffenheim vs. Lyon preview: Team news & predicted lineups
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Reports: Barcelona unhappy about PSG fans' chainsaw tifo
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Apologies Extended to Former Red Wings Captain Over Ceremony Disruptions
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Jalen Duren Has Message After Pistons Comeback Win vs. Celtics
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Research report: Digital Science and Sunmedia partner to bring research impact reporting to Japan’s medical affairs teams
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'I've waited 34 years for this'
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Lombardo check rejected as evidence during Fiore hearing
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Michigan Senate Candidates Make Dueling Pitches to Business Leaders in Detroit
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Sports Entertainment Gaming Global Received Notice of Delisting
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Supermicro Provides First Quarter of Fiscal Year 2027 Preliminary Business Update
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Cafeteria license at Advocate Illinois Masonic suspended after health inspection reveals cockroaches, black slime
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NMSU professors collaborate on $1.2 million NASA grant
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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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