News Source Slashdot:Hardware

Apple Announces October 28 'Pro and Tell' Event
Following its October 13 HomeView launch, Apple is gearing up for its second hardware event of the month. The event is scheduled for October 28 in Los Angeles and carries the tagline "Pro and tell." 9to5Mac reports: Rumors say Apple has a slew of new products to announce at its next event, headlining by its first MacBook Pro with a touchscreen and OLED. According to Bloomberg's Mark Gurman, here's what's on the docket: - New 14-inch and 16-inch touchscreen MacBook Pro models with OLED displays. They will also have a Dynamic Island for the first time and will be "significantly lighter" than the current models. The new MacBook Pro models are expected to be powered by the M5 Pro and M5 Max chips.- A revamped iPad mini with an OLED screen, a "revamped speaker system," and a relocated FaceTime camera- New iMac and entry-level 14-inch MacBook Pro models powered by the M6 chip, which will "look like their current versions."

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America Tries Reviving Shuttered Nuclear Plants - Partly to Help Power Data Centers
America is "making an unprecedented attempt to revive three shuttered nuclear plants to meet rising energy demand," reports the Los Angeles Times, "Two of the plants have contracts with Big Tech companies that will pay a premium to get large amounts of carbon-free energy for data centers..."No commercial nuclear reactor is known to have resumed generating electricity after beginning the decommissioning process that takes one out of service, though some reactors have restarted after long outages. The Department of Energy is lending as much as $4.4 billion to restart the Palisades Power Plant in Michigan, the Crane Clean Energy Center on Pennsylvania's Three Mile Island and the Duane Arnold Energy Center in Iowa to restore a combined 2.25 gigawatts of electricity, which can power roughly 2 million homes and businesses. All three of the plants closed before their licenses expired, largely because the electricity they produced was considered too expensive... Restarting a reactor is a fairly quick way to get a lot of electricity, and it's cheaper than building a new, large reactor, said nuclear engineering expert Todd Allen... Edwin Lyman, at the Union of Concerned Scientists, said the taxpayer money being used should go toward addressing safety risks. For example, most U.S. plants were built between 1970 and 1990 and were designed to withstand natural disasters of that era, said Lyman, director of nuclear power safety at UCS. But climate change is making extreme weather events more frequent and severe. "It's possible, if they set the right level of safety and spend the necessary funds to meet that, they could restore these plants to operable condition," he said. "That's not happening at this point...." NextEra Energy and Google are collaborating to restart Duane Arnold by early 2029... Microsoft has a contract with the Crane Clean Energy Center on Three Mile Island just outside Harrisburg. The plant was the site of the nation's worst commercial nuclear power accident in 1979. The accident destroyed one reactor, leaving the plant with one functioning. In 2019, Constellation Energy's then-parent company Exelon shut down the functioning reactor, saying it was losing money and that Pennsylvania lawmakers had refused to subsidize it. Constellation Energy announced in 2024 that it would spend $1.6 billion to restart the reactor under a 20-year agreement with Microsoft. It hopes to bring the plant back online in 2027... Palisades is expected to be the first nuclear plant in the world to resume generating power after beginning the decommissioning process.

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'Human Vs. Robot' Cage Match Was Illegal, Says California
"A human defeated two of the three robots he faced in a cage fight recently held in San Francisco," reports the Los Angeles Times, noting that videos of the event drew more than 10 million views on YouTube. But "the humans behind that fight could face a battle of their own — the legal type — if they want to hold another event like 'Human Vs. Robot,' the Sept. 18 competition that placed influencer Frankie LaPenna inside an octagon to battle three humanoid robots that were controlled remotely by a human operator in separate MMA-style fights..."Wearing spiked gloves, a helmet and protective padding, the 5-foot-6, 205-pound LaPenna held his own against all three bots. He dominated his first opponent, referred to at the fight as "the child robot." Next came an imposing "Terminator"-inspired humanoid, which was listed on the fight video as 6-feet and 200 pounds with a kick force of 850 pounds. The robot landed several hard kicks, including one that knocked LaPenna across the mat and another with an impact that brought the humanoid to the ground and caused its head to come off — but the human seemed to gain strength as the match went on and eventually stood triumphantly with his foot on the machine's crumpled body. LaPenna was dominant early in his final match, in which he faced a robot that resembled a "Predator" from the movies of the same name. After landing several punches and kicks and taking his opponent to the ground multiple times, LaPenna eventually became fatigued and called for the match to be ended. "He doesn't get tired. He doesn't stay down," LaPenna said in a postmatch interview. "The crowd of about 100 (humans, not humanoids) was thrilled," writes the New York Times. (After beating his first robot opponent, LaPenna told his interviewer, "Clankers zero, humans one.") But the New York Times adds that "Those who know humanoid robots best highly recommend against fighting them.""It's very unfair to put a human in with a heavily motorized system that's only going to dominate," said Ken Goldberg, a professor who oversees the automation lab at the University of California, Berkeley. "There's nothing surprising about that...." He said he understood the appeal of the fights that Robot Entertainment Kombat (REK) was staging, noting that it tapped "into some of the fear and frustration with robots that people feel.... I mean, they love to see the human kick the robot's gearbox," he said. But the odds of that human fighter getting his gearbox kicked are much greater, Dr. Goldberg said, given that REK's humanoid robots can weigh several hundred pounds and are made of steel. To be fair, it looked like sometimes the robot just fell over. (And the robots were human-controlled, not programmed with split-second reactions...) But "Not everyone is a fan," adds the Los Angeles Times:On Sept. 23, the California State Athletic Commission sent a cease-and-desist order to REK, its CEO Cix Liv and "all persons holding, promoting, advertising or sponsoring unsanctioned human versus humanoid robot cage fight." The letter states that "any boxing or mixed martial arts contest, match, or exhibition, involving any human in the State of California" requires the prior approval of the commission and that it is a misdemeanor to hold such an event without obtaining a license or permit from the state. A spokesperson for the California Department of Consumer Affairs, which oversees the CSAC, said in a statement emailed to The Times that the commission is "committed to protecting the safety of the public and integrity of combat sports." "Unsanctioned activity puts the physical and financial well-being of all those involved at risk and such activity will not be tolerated," the statement said.

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Planned UK Data Center Delayed Until 2030s Over Power Grid Delays. Microsoft Pulls Out
July: Nvidia-backed Nscale is building a £2bn data centre at Loughton in Essex, with Microsoft signed up as its anchor tenant. But it can't get the electricity to switch on, reported The Next Web:Nscale's problem is not really Nscale's. It is Britain's. Grid-connection times have become the single biggest brake on new data centres. Some UK projects face waits stretching close to a decade for enough power. One estimate found more than a quarter of data-centre capacity slipped in 2025 alone. "The data centre was due to receive its power supply at the end of the year," reports the BBC. "But as first reported by the Telegraph on Sunday, Nscale has been told this will not happen until the 2030s." (Though Nscale and Microsoft are still working together on other projects in Norway, Portugal and America.) But now anchor-tenant Microsoft has pulled out of the Essex deal, reports the Telegraph, adding that Microsoft's move "leaves the site in apparent limbo. The company was its only announced customer, having agreed to rent 23,000 Nvidia AI chips at the facility..."Microsoft's decision threatens to undermine Nscale's attempts to push ahead with a Wall Street flotation worth up to $35bn (£26bn), despite a brutal sell-off in AI computing stocks. Rival data centre developers have seen their share prices plunge over the last week on concerns that they will struggle to repay their debts as interest rates and inflation continue to rise.... Tech analyst Gartner said last week that $3.5 trillion could be written off by 2030 if the AI boom fails to deliver on its promises. And "our research indicates that enterprise and consumer AI revenue will be insufficient to support profitable returns on all planned AI capital expenditures during this period," Gartner wrote:"In 2026, AI providers are expected to spend nearly $1 trillion on AI infrastructure, and are forecast to invest an additional $6 trillion between 2027 and 2030," said Will Sommer, Sr Director Analyst at Gartner.... Failure to achieve sustainable return on investment capital (ROIC) on rapidly depreciating assets would almost certainly necessitate write-downs. Based on Gartner projections, a continued AI infrastructure investment trajectory could leave more than $4 trillion in asset value exposed to write-down risk through 2032. In this scenario, Gartner does not expect the 12% ROIC to be achieved until the end of 2032 at earliest... Gartner estimates AI-optimized IaaS spending will grow from $66 billion in 2027 to $174 billion in 2030. "The growth in spending on AI-optimized IaaS will be too low for most AI compute providers to recover their AI investments before the current generation of AI semiconductors is replaced," said Sommer. By 2030, Gartner predicts that cost pressure and a lack of a differentiating business model will force over 80% of neocloud [AI-specialized infrastructure] providers to cease independent operations.

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Woman Arrested After Blocking Delivery Robot to Protest Job Displacements
A Philadelphia newscast reports on a grey-haired lady who allegedly refused to move out of the path of a delivery robot as a form of protest because "I know they're taking the jobs of human delivery workers." She was arrested, but says her actions were protected speech:According to police, Marvin repeatedly blocked the robot's path and ignored multiple commands from officers to move... Marvin said she was protesting the use of delivery robots because she believes they are replacing human workers.... "I have been protesting them whenever I saw them by standing in front of them and preventing them from going forward," Marvin said... Marvin said she has confronted delivery robots on multiple occasions... Ashley Baldwin of West Philadelphia said she witnessed one of those encounters. "I actually thought the robot hit her, so my original question was, 'Are you OK? Did the robot hit you?' And she said, 'No, I have to stop this. They're taking over the world,'" Baldwin said. Asked whether she plans to continue protesting the robots, Marvin said she does. She was charged with disorderly conduct. Uber did not respond to their request for a comment.

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Police Seize Robot that Sexually Assaulted Teen Girl
Slashdot reader alternative_right shares a story that has drawn international attention for being potentially the first documented instance of a robot being used directly in a sexual assault. According to the Associated Press, German police have opened a sexual harassment investigation after a robot allegedly touched a 16-year-old girl's buttocks and made thrusting motions while two young men reportedly filmed and streamed the incident. Investigators seized the robot and the suspects' phones and are trying to determine whether the movements were preprogrammed or controlled in real time. From the report: Cologne police spokesman Christoph Bermel said the two male teenagers have not been charged but are considered suspects, and investigators were examining whether the robot's movements were preprogrammed or controlled in real time. Police were unfamiliar with this type of incident, he said. "We have not been aware of this phenomenon so far," Bermel told The Associated Press, saying it was "new territory for us." [...] The robot, said to be 120 centimeters (about 3 ft 11 inches) tall, was dressed in a white tank top, black sweatpants and wearing a gold chain and sunglasses. It also had what appears to be a fake mustache. Videos circulated on the internet show two young men escorting the robot toward a group of women, bumping into one and hugging others, on a lively nighttime street.

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Apple Launches HomeView, Its First Smart Display For the Home
Apple has unveiled the $299 HomeView, a 7-inch smart display that combines Siri AI, FaceTime, customizable widgets, and Apple Home controls in a countertop or wall-mounted design. It also acts as a Matter controller and Thread Border Router, supports up to six facial-recognition profiles, and can use personal context from messages, calendars, and email when paired with a nearby Apple Intelligence-capable iPhone. The Verge reports: The device's square shape makes it feel less imposing than larger smart displays like Google's Nest Hub Max or Amazon's Echo Show 11, and I can see it fitting nicely on my kitchen counter -- though it might be a hair too big for my bedside table. The HomeView is the centerpiece of Apple's new push into the home. It costs $299 and launches alongside a new collection of cameras, thermostats, and a door lock designed for Apple Home. As a smart home hub, Matter controller, and Thread Border Router, the HomeView can orchestrate these and other Apple Home and Matter smart home devices. It's available in eight countries at launch: the US, UK, Canada, Australia, New Zealand, Singapore, South Africa, and India. Pre-orders are open now, with devices shipping November 13th.

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Microsoft Reveals Maia 300 AI Chip As It Works To Reduce Dependence On Nvidia
An anonymous reader quotes a report from Yahoo Finance: Microsoft has debuted its latest AI chip, the Azure Maia 300, as it looks to reduce its reliance on third-party processors from the likes of Nvidia and AMD. Unveiled at the OCP Global Summit 2026 in San Jose on Monday, the Maia 300 will join Microsoft's Maia 200 and Maia 100 chips as part of what the company said will be multigigawatt deployments beginning next year. The Windows maker said that will make its Maia chips the "primary AI inference system for Microsoft products and services." The company said Maia 300 provides 40% more tokens per megawatt than "leading GPU-based systems," a clear swipe at Nvidia, and that a 96-chip rack offers seven times the rack-scale token throughput of Microsoft's Maia 200. [...] The Maia 200 chip currently powers its Microsoft production workloads, including Microsoft 365 Copilot, as well as OpenAI models, Microsoft's MAI models, and open-source models. That provides 1.7 times more tokens per watt for AI capabilities in Microsoft's Teams, Copilot, and Cowork software versus other GPU-based systems, the company said.

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Amazon In Talks To Buy AI Startup Decart For Around $7 Billion
Amazon is reportedly in talks to acquire AI startup Decart in a deal that could value the company at up to $7 billion. Decart's DOS software helps developers optimize AI models for different processors in weeks rather than months, a capability that could be particularly useful to AWS as it pushes its own Trainium chips. SiliconANGLE reports: The company has developed software called DOS, which can help developers to speed up AI training and inference workloads by optimizing their neural networks to run on a specific processor. In most AI workloads, developers must optimize a neural network for the chip they plan to run it on. This process used to take months, but with DOS, the workflow necessary to do this can be compressed into just a couple of weeks. As a result, companies can use Decart's software to shift AI workloads to different processors if their requirements change, or if chip availability becomes an issue. In addition to DOS, Decart is also a model developer, responsible for creating the Lucy and Oasis world models, which are designed to generate and simulate realistic three-dimensional environments for video games, robotic training and other use cases. It's still possible another suitor could emerge and outbid Amazon. Last month, Anthropic PBC was reportedly engaged in talks to buy Decart, according to a report by Bloomberg. However, it ultimately pulled out of a reported $6 billion deal after conducting due diligence on the startup. It's not clear what ultimately dissuaded Anthropic from pursuing a deal. The Wall Street Journal first reported (paywalled) the news.

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Q3 2026 Was Historically Bad For PC Shipments
PC shipments fell 20.1% year over year to 62.7 million units in the third quarter of 2026, the worst Q3 decline IDC has recorded. "The top three PC makers -- Lenovo, Dell, and HP -- also saw their shipments fall by over 20% year over year," reports PCMag. From the report: "If looking at all quarters, then we have seen other quarters in recent years with larger declines, such as 2022Q4, which was -28.2%, and 2023Q1, which was -28.7%. Both were coming off pandemic highs," IDC Director Jitesh Ubrani told PCMag in an email. The numbers aren't a great sign, since third-quarter PC shipments usually outpace those in the second quarter as vendors introduce new products ahead of the holiday shopping season. Instead, PC shipments were at 62.7 million units, down 9.1% from the previous quarter. [...] Of course, the downturn isn't a surprise. IDC and other research firms have warned that the ongoing AI-driven memory shortage threatens to sap demand for PCs and phones due to soaring memory and storage costs. "What we're seeing is the result of the strong first half pull-in. Vendors and channels loaded up on inventory early in the year to get ahead of [memory-related] price hikes, and that has thrown off the usual seasonality, where Q3 is typically larger than Q2," Ubrani said in a report covering IDC's preliminary estimates for the quarter. In one bright spot, Ubrani said vendors and retailers might cut prices to generate interest and clear out products they have in stock. "Channels are now worried about carrying too much inventory into a market where high prices are suppressing demand. That could translate into promotions and some short-term relief for consumers, but we don't expect pricing anywhere near what it was a year ago. Prices will remain elevated," he added.

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How the US Nuclear Plant Fleet Is Leaning Into AI
"This year, nearly the entire fleet of 94 U.S. nuclear reactors has been offered the chance to integrate AI into its operations, and most have taken it," reports IEEE Spectrum:In August, California-based Atomic Canyon launched NIVA, the Nuclear Industry Virtual Assistant, which was developed in cooperation with nuclear-industry groups. The assistant was pilot-tested in nuclear plants run by Constellation Energy and is now available to the United States' entire fleet of reactors.... Meanwhile, the AI-for-nuclear startup Nuclearn says its products have gone to work with more than 65 U.S. partners, a total that includes many traditional plants but also an integration with NuScale Power Corp. that is working toward advanced small nuclear reactors. Microsoft and Nvidia have collaborated on a project to apply AI toward optimizing "the entire life cycle of a nuclear plant, spanning site permitting, design, construction, and continuous operations." The reason for the rapid adoption, according to Nuclearn CFO and cofounder Jerrold Vincent, is twofold. First, the technology companies banking their futures on AI are also keen on a revival of nuclear power to provide the electricity for all those data centers. Vincent says AI is also ideal for addressing some of the nuclear industry's most pressing problems. Many of the things that make reactors so difficult to operate — intricate regulations, along with complex systems for management and maintenance — are exactly the kinds of tasks that AI is good at. The industry is staggering to deal with aging hardware and an aging workforce. If it is going to survive, and have a real shot at a nuclear revival, it will need help from machine intelligence, Vincent says... Right now, the principal output of a nuclear reactor (aside from electricity) is paperwork. Nuclear plants produce piles of documentation to demonstrate regulatory compliance and to record how they respond to any potential problem, from a crack in the sidewalk to a fault in the reactor... Nuclearn's AI products help plants search through large repositories of data more efficiently to more quickly file paperwork with the federal government or figure out how a particular problem was solved in the past. "If you think of it as ChatGPT for nuclear," he says, "it's actually not a bad place to start." It's especially important because the nuclear power industry "has a remarkably skilled but quickly shrinking workforce tasked with keeping old reactors online and possibly starting up new ones to meet surging demand for electricity," the article points out. It also stresses that "So far, both the Nuclearn and NIVA large language models used in the nuclear world report to humans and don't go anywhere near power plant operations."

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Game Console Market Craters: Xbox and PS5 Sales Plummet Over 25%
"Video game console sales in the U.S. have cratered," reports Tom's Hardware, with sales through August far below where they'd been in 2025:Mat Piscatella, the video game industry advisor at research firm Circana, shared the numbers on his Bluesky account — PlayStation 5 sales have dropped by 25%, putting it at its lowest point since 2013, when gamers held off buying PlayStation consoles in anticipation of the arrival of the PS4, while Xbox's retail figures have cratered by 33% YTD, putting its sales numbers at an all-time low since its launch almost 25 years ago. Piscatella said price sensitivity is becoming a real problem among gamers, especially as the chip shortage has pushed console manufacturers to raise prices. Microsoft has raised the price of the Xbox three times in the past two years, with the 512GB versions jumping by $100 and 1TB models becoming $150 more expensive. Worse, the company has killed off the 2TB model. This brought the Xbox Series S to $499.99 (512GB) and $599.99 (1TB), while the Xbox Series X now costs $749.99 for the Digital Edition, and the disc version costs $50 more at $799.99. PlayStation fans haven't escaped these price hikes, as Sony raised prices for that console by $100 to $150. The base Digital Edition PS5 now costs $599.99, while the version with an optical drive is priced at $649.99. If you want the PS5 Pro, you'll have to shell out $899.99, while those who want to stream games from their console via the PlayStation Portal must now pay $249.99 — $50 higher than its $199.99 launch price. Even used consoles didn't escape inflation, with Sony bumping the price of refurbished PS5 Slim consoles by $100, bringing them to $399. "Still, Piscatella says the U.S. hardware market has never been more precarious since the early 1980s."

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Meta Developing Compressed RAM 'CRAM' For Linux: Better Than ZRAM and Zswap?
Phoronix reports on a presentation this week by Meta engineer Gregory Price at the Linux Plumbers Conference in Prague:With today's memory shortages, high prices, and ever increasing memory capacity needs, Meta engineers have been working on Compressed RAM ("CRAM") for Linux. This hardware-offloaded compression still allows cacheline/byte access to compressed memory and in turn a better implementation than the likes of ZRAM and Zswap. Very promising is that there is near-native performance to raw DRAM speeds with CRAM... For end-users that may already be relying on the likes of Zswap or ZRAM, CRAM is offering near-native DRAM speeds. Read-only data is shown to be as fast as the raw DRAM performance. And for memory writes, CRAM is much faster than ZRAM or Zswap or plain swap. "Most of the individual pieces needed to support CRAM are already mainline," the article points out. Tom's Hardware writes that "It uses a private NUMA node (essentially, a ghost CPU) instead of pretending to be a block device, and this lets Linux continue using all of its memory semantics, including migration and ballooning, to manage CRAM."Because CRAM is stored in RAM and treated as RAM, with full cacheline/byte access, it can be accessed in a read-only fashion with little delay; just the cost of hardware-offloaded compression...Even when you enable writes, CRAM is still much faster than ZRAM; 5.4x in the worst tested case of 20% writes. That's a huge drop from the 452x read-only case, but keep your context; a 5.4x speedup is still titanic. The massive performance cliff when writes are involved comes down to the need to page fault and migrate folios back to the original NUMA domain, as you can't write directly to compressed data; you'd corrupt everything... While the obvious target of the work here (given its origin at Meta Platforms) is big Linux servers, ZRAM and Zswap are used all over the Linux ecosystem, even on machines as constrained as the Steam Deck. Many distributions enable one or the other by default. CRAM seems like it could offer a considerable speed-up for some of these machines, so hopefully it finds its way into the kernel once the remaining implementation questions are answered.

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Microsoft and Nvidia Unveil Surface Laptop Ultra For $2,599
At a press event today, Microsoft unveiled the new Surface Laptop Ultra featuring an NVIDIA RTX Spark platform with a Blackwell-based GPU capable of up to one petaflop of AI compute. The laptop supports up to 128GB of unified memory for running models as large as 120 billion parameters locally, while also adding a 15-inch mini-LED display, expanded ports, upgraded cooling, and support for hundreds of AAA games. It's available for pre-order today starting at $2,599. Neowin reports: To keep the device's temperature under control, Microsoft has also developed a new cooling system that offers up to 2.5 times the thermal capacity of the 15-inch Surface Laptop 7th Edition. The Surface Laptop Ultra comes with a 15-inch PixelSense Ultra mini-LED touchscreen with a 3:2 aspect ratio, a pixel density of 262 PPI, and peak HDR brightness of up to 2,000 nits. Despite its beefy specs, the Surface Laptop Ultra measures less than 18mm thick and weighs under 4.5 pounds (around 2kg). The laptop will be available in Platinum and Nightfall finishes. Microsoft has also increased the size of the precision haptic touchpad by more than 30% compared to the Surface Laptop 7th Edition for improved haptic input. The Surface Laptop Ultra includes a broader selection of ports, featuring USB-C, USB-A, HDMI, a 3.5mm headphone jack, and a full-size SD card reader. It also features the world's first built-in USB-C magnetic charging.

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Google Enters Massive 3.6-GW Power Deal With Constellation Energy
An anonymous reader quotes a report from Reuters: Google has contracted for 3,590 megawatts of power from Constellation Energy on the largest US power grid, with new nuclear energy accounting for about a quarter of that supply, the companies said on Tuesday. Constellation will make more than $4.3 billion of new investments in its fleet as part of the agreement, which involves adding capacity at several of the power company's nuclear reactors in the Midwest and Mid-Atlantic regions, the companies said. [...] Over the last two years, Constellation unveiled an agreement to restart its Three Mile Island reactor in Pennsylvania to serve Microsoft data centers, while Google contracted to restart NextEra Energy's nuclear power plant in Iowa. In the latest arrangement, Google entered into a 20-year power purchase agreement for 890 megawatts of electricity from multiple Constellation-owned nuclear power plants, which would be upgraded to produce more electricity from existing reactors. Electricity from the first of the upgraded plants is expected to be delivered in 2028, the companies said. Google also entered into a 15-year supply agreement for an additional 2,700 megawatts of power from Constellation in the PJM power grid. That power is not tied to a specific generation source and serves as long-term revenue certainty for Constellation's operating plants, Google said. Maryland-based Constellation is the largest US nuclear power plant operator and owns a major fleet of natural-gas-fired power plants as well as geothermal energy following its acquisition of electricity producer Calpine Corp earlier this year. [...] The 11 nuclear units expected to be upgraded as part of the arrangement with Google are in Illinois, Pennsylvania, and New Jersey, within the footprint of the largest US electric grid -- PJM Interconnection. Joe Dominguez, chairman, president and CEO of Constellation, said the arrangement with Google is a "model for how technology companies and the energy industry can work together to responsibly develop the digital economy and invest in our nation's energy infrastructure in a way that delivers grid-wide benefits for all, funded by private entities."

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