News Source Slashdot:Hardware

British Columbia to Permanently Ban New Crypto Mining Projects From Grid
British Columbia is permanently banning new cryptocurrency mining operations from connecting to its power grid to conserve electricity for industries that generate more jobs and tax revenue. The province is also capping power allocations for AI and data centers, while launching a competitive allocation process in January 2026. CoinDesk reports: The move from the government of Canada's third-most populous province is part of a broader legislative and regulatory overhaul unveiled Monday [...]. "Government will also implement several regulatory and policy changes in fall 2025 that will ... permanently ban new BC Hydro connections to the electricity grid for cryptocurrency mining to preserve the province's electricity supply and avoid the overburdening of the electricity grid," the government said in a post on its website The province said the restrictions will help prevent grid strain and ensure industrial development is powered by clean electricity. "We're seeing unprecedented demand from traditional and emerging industries," Charlotte Mitha, the president and CEO of power utility BC Hydro, said in the web post. "The province's strategy empowers BC Hydro to manage this growth responsibly, keeping our grid reliable and our energy future clean and affordable." Crypto mining operations often consume large amounts of electricity without creating many local jobs or tax revenue, according to the statement. By contrast, projects like mines or liquefied natural gas (LNG) facilities are seen as more beneficial to the economy.

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Internet Archive Celebrates 1 Trillion Web Pages Archived
alternative_right shares a report from the Internet Archive: This October, the Internet Archive's Wayback Machine is projected to hit a once-in-a-generation milestone: 1 trillion web pages archived. That's one trillion memories, moments, and movements -- preserved for the public and available to access via the Wayback Machine. We'll be commemorating this historic achievement on October 22, 2025, with a global event: a party at our San Francisco headquarters and a livestream for friends and supporters around the world. More than a celebration, it's a tribute to what we've built together: a free and open digital library of the web.

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Japanese Convenience Stores Are Hiring Robots Run By Workers in the Philippines
Filipino workers in Manila are remotely operating robots that restock convenience store shelves across Tokyo. The partnership represents a new economic model where physical labor can be offshored through telepresence. Around 60 workers at Astro Robotics monitor the machines and intervene when problems occur about 4% of the time. They earn between $250 and $315 per month. Japan faces severe labor shortages but has resisted expanding immigration. Offshoring the work through robots solves this while dramatically reducing costs. Filipino workers are also training the AI systems designed to eliminate the need for human operators entirely. Tokyo-based Telexistence has collected extensive data from its workers and is providing it to a San Francisco startup building fully autonomous robots. The combination of automation and offshoring creates what one University of Michigan professor called a "double whammy" for workers in developed nations. It also exploits workers in developing countries who build the tools meant to replace them. The market for AI agents is expected to grow eightfold to $43 billion by 2030. Human-only work is forecast to drop 27% over the next five years.

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Amazon Plans To Avoid Hiring 600,000 Workers Through Automation by 2033, Leaked Documents Show
Amazon executives believe the company can avoid hiring more than 160,000 workers in the United States by 2027 through robotic automation. Internal documents viewed by The New York Times show the automation would save approximately 30 cents on each item the company picks, packs and delivers. The documents reveal that executives told Amazon's board last year they hoped automation would allow the company to flatten its U.S. workforce growth over the next decade. Amazon expects to sell twice as many products by 2033. That projection translates to more than 600,000 positions Amazon would not need to fill. Amazon opened its most advanced warehouse in Shreveport, Louisiana last year as a template for future facilities. The site uses a thousand robots and employed a quarter fewer workers than it would have without automation. The company plans to replicate this design in approximately 40 facilities by the end of 2027. A facility in Stone Mountain, Georgia currently employs roughly 4,000 workers. After a planned robotic retrofit, internal analyses project it will process 10% more items but need as many as 1,200 fewer employees. The documents show Amazon's robotics team has set a goal to automate 75% of its operations.

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Alibaba Cloud Says It Cut Nvidia AI GPU Use By 82% With New Pooling System
Alibaba Cloud claims its new Aegaeon GPU pooling system cuts Nvidia GPU use by 82%, letting 213 H20 accelerators handle workloads that previously required 1,192. The advancements have been detailed in a paper (PDF) at the 2025 ACM Symposium on Operating Systems (SOSP) in Seoul. Tom's Hardware reports: Unlike training-time breakthroughs that chase model quality or speed, Aegaeon is an inference-time scheduler designed to maximize GPU utilization across many models with bursty or unpredictable demand. Instead of pinning one accelerator to one model, Aegaeon virtualizes GPU access at the token level, allowing it to schedule tiny slices of work across a shared pool. This means one H20 could serve several different models simultaneously, with system-wide "goodput" -- a measure of effective output -- rising by as much as nine times compared to older serverless systems. The system was tested in production over several months, according to the paper, which lists authors from both Peking University and Alibaba's infrastructure division, including CTO Jingren Zhou. During that window, the number of GPUs needed to support dozens of different LLMs -- ranging in size up to 72 billion parameters -- fell from 1,192 to just 213. While the paper does not break down which models contributed most to the savings, reporting by the South China Morning Post says the tests were conducted using Nvidia's H20, one of the few accelerators still legally available to Chinese buyers under current U.S. export controls.

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$62 SanDisk Memory Card Found Intact At Titan Wreck Site
Investigators recovered the OceanGate Titan sub's underwater camera nearly intact, discovering a SanDisk SD card that survived the 2023 implosion and still contained 12 images and 9 videos. TechSpot reports: Scott Manley, the science communication YouTuber, gamer, astrophysicist, and programmer, posted about the latest find: a hardened SubC-branded Rayfin Mk2 Benthic Camera containing the undamaged SD card. The titanium and synthetic sapphire crystal camera is rated to withstand depths of up to 6,000 meters (19,685 feet) -- the Titan imploded at around 3,300 meters (10,827 feet). The casing is intact, though the lens is shattered and the PCBs are slightly damaged. Incredibly the SD card inside the camera was undamaged. Tom's Hardware reports that it's almost certainly a SanDisk Extreme Pro 512GB, which costs around $62 on Amazon. The camera's SD card was found to be fully encrypted, divided into a small partition for operating system updates and a larger one for user data. Due to impact damage from the accident, several components of the system-on-module (SOM) board -- including connectors and the microcontroller -- were broken, complicating the data extraction process. [...] After determining the data wasn't encrypted beyond the file system level, they successfully accessed the SD card contents using the manufacturer's proprietary equipment and procedures.

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Repair Plan Underway to Restore Power at Ukrainian Nuclear Plant
Repair Plan Underway to Restore Power at Ukrainian Nuclear PlantThe Associated Press reports:Work has begun to repair the damaged power supply to Ukraine's Zaporizhzhia nuclear power plant, the head of the U.N.'s nuclear watchdog said Saturday. The repairs are hoped to end a precarious four-week outage that saw it dependent on backup generators. Russian and Ukrainian forces established special ceasefire zones for repairs to be safely carried out, said the head of the International Atomic Energy Agency, Rafael Grossi... "Both sides engaged constructively with the IAEA to enable the complex repair plan to proceed," Grossi said in a statement... The Zaporizhzhia plant, Europe's largest nuclear power station, has been operating on diesel back-up generators since Sept. 23 when its last remaining external power line was severed in attacks that Russia and Ukraine each blamed on the other. The plant is in an area under Russian control since early in Moscow's full-scale invasion of Ukraine and is not in service, but it needs reliable power to cool its six shutdown reactors and spent fuel, to avoid any catastrophic nuclear incidents.

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Researchers Build Complex 3D-Printed, Carbon-Absorbing Bridge Inspired by Bones
Concrete accounts for about 8% of the world's greenhouse gas emissions, notes CNN. But a research team at the University of Pennsylvania just used a robotic 3D printer to construct a bridge with "complex, lattice-like patterns" that are just as strong and durable — but with materials that absorb more carbon dioxide. Check out the photos of the "Diamanti" projects "post-tensioned concrete canopy". And CNN's report includes an animated photo showing the 3D printer in action:While most regular concrete absorbs carbon dioxide (up to 30% of its production emissions over its entire life cycle, according to some research), Diamanti's enhanced concrete mixture absorbs 142% more carbon dioxide than conventional concrete mixes. Its first design, a pedestrian bridge, uses 60% less material while retaining mechanical strength, says Masoud Akbarzadeh, an associate professor of architecture at the University of Pennsylvania and director of the lab that spearheaded the project. "Through millions of years of evolution, nature has learned that you don't need material everywhere," says Akbarzadeh. "If you take a cross section of a bone, you realize that bone is quite porous, but there are certain patterns within which the load (or weight) is transferred." By mimicking the structures in certain porous bones — known as triply periodic minimal surface (TPMS) structures — âDiamanti also increased the surface area of the bridge, increasing the concrete mixture's carbon absorption potential by another 30%... According to Akbarzadeh, 3D printing reduces construction time, material, and energy use by 25%, and its structural system reduces the need for steel by 80%, minimizing use of another emissions-heavy material. He added that using the technique with Diamanti's concrete significantly cuts greenhouse gas emissions compared to regular construction techniques, and reduces construction costs by 25% to 30%. "Even without the material innovation, the higher surface itself allows higher CO2 absorption," one engineering lecturer tells CNN. The project was a collaboration with chemical company Sika, funded with grants from the U.S. Energy Department, and is now preparing its first full-size prototype in France. The team has published their findings in the journal Advanced Functional Materials earlier this year.

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First Look at the Amazon's Nuclear Facility Planned For Washington State
Amazon is investing hundreds of millions into the Cascade Advanced Energy Facility, a next-generation small modular reactor project in Richland, Washington, developed with X-energy and Energy Northwest. "The question now is will it be enough to kick off a new wave of U.S. nuclear energy innovation -- a field that America largely soured on by the 1980s?" writes GeekWire. From the report: The facility will be located near Richland, Wash., near Energy Northwest's Columbia Generating Station nuclear plant. The initial goal is to install a cluster of four small modular reactors (SMRs) that can produce up to 320 megawatts of power, but the overall vision is to construct 12 reactors total, with a capacity of nearly one gigawatt. If all the funding, permitting and public support come together, construction should start within the next five years, with the plant coming online in the 2030s. [...] For Amazon, its support of the Cascade Advanced Energy Facility is part of a much bigger initiative. The company has set a goal of deploying 5 gigawatts of nuclear power in the U.S. by 2039. "One thing that Amazon does well is scale technology," said Brandon Oyer, Amazon Web Services' head of power and water for North and South America. "We've done this over and over again ... We'll go and make an investment and then learn how to scale that up, drive out cost, make it more readily available." Targeting SMRs for amplification was a "natural fit," Oyer added. The company believes nuclear aligns with its climate ambitions. Amazon matches all of its electricity use with clean power and is the largest corporate purchaser of wind, solar and other renewable sources. That said, it is struggling to cut its carbon footprint to reach a goal of net-zero emissions by 2040 as the AI-boom stokes energy use. Amazon reported that its carbon footprint grew by 6% last year. Amazon has dibs on half of the 320 megawatts of electricity that will be generated by the first four reactors at the Washington site, but will take all of it if the power prices are too high for local utilities to afford. Cullen said that if everything goes well with the initial phase, it would be straightforward to build the other eight reactors as the permits will encompass the complete build out. The added reactors would produce enough electricity for about one million homes and should come at a lower cost. "Amazon recognizes the role they can -- and are willing -- to play," Cullen said. The company can take some of the early risk and bring that catalytic capital, he said, which is "every, very difficult for utilities to do."

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US Hyperscalers To Consume 22% More Grid Power By End of 2025
An anonymous reader quotes a report from The Register: Hyperscale datacenters stateside will consume 22 percent more grid power by the end of 2025 than a year ago, and are forecast to need nearly three times as much electricity by the end of the decade. Warnings about datacenters' rising energy draw are coming thick and fast of late, and this latest one from 451 Research (now a part of S&P Global) comes with figures and cautions about how fast this change may occur and what grid resources will be required to meet it. The bit barn building boom is largely fueled by estimated demand for new machine learning models, which require highly configured servers packed with power-hungry GPUs to develop and train. The power and cooling infrastructure required also mean it is easier to build a new facility rather than attempt to retrofit an existing one. As a consequence, utility power to datacenters in America is estimated to jump 11.3 GW to 61.8 GW by the end of this year. 451 calculates this will rise again to 75.8 GW in 2026, then 108 GW in 2028, before hitting 134.4 GW by 2030. These figures also exclude enterprise-owned facilities, only considering those of the hyperscale tech giants such as Amazon, Apple, Google, Meta, and Microsoft, alongside leased and crypto-mining sites. The research identifies Virginia and Texas as the two states with by far the highest requirement for bit barn energy supplies in the US this year. 451 forecasts that Virginia's datacenter load, made up of leased and hyperscale facilities, will reach 12.1 GW in 2025, up from 9.3 GW last year. In Texas, demand is driven by cryptomining and leased capacity, and is slated to hit 9.7 GW this year, from less than 8 GW previously. However, the search for an optimum location is seeing datacenter operators explore emerging markets such as Idaho, Louisiana, Oklahoma and smaller cities in West Texas, looking for "stranded power" and alternative energy generation opportunities, the report says.

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12 Years of HDD Analysis Brings Insight To the Bathtub Curve's Reliability
Backblaze has been tracking hard disk drive failures in its datacenter since 2013. The backup and cloud storage company's latest analysis of approximately 317,230 drives shows that peak failure rates have dropped dramatically and shifted much later in a drive's lifespan. Where the company once saw failure rates of 13.73% at around three years in 2013 and 14.24% at seven years and nine months in 2021, the current data shows a peak of just 4.25% at 10 years and three months. This represents the first time the company has observed the highest failure rate occurring at the far end of the drive curve rather than earlier in its operational life, it said. The drives maintained relatively consistent failure rates through most of their use before spiking sharply near the end. The improvement amounts to roughly one-third of the previous peak failure rates.

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EU Expands USB-C Mandate To Chargers
An anonymous reader quotes a report from Heise: The European Commission has revised the Ecodesign requirements for external power supplies (EPS). The new rules aim to increase consumer convenience, resource efficiency, and energy efficiency. Manufacturers have three years to prepare for the changes. The new regulations apply to external power supplies that charge or power devices such as laptops, smartphones, Wi-Fi routers, and computer monitors. Starting in 2028, these products must meet higher energy efficiency standards and become more interoperable. Specifically, USB chargers on the EU market must have at least one USB Type-C port and function with detachable cables. With the regulation, the EU is also establishing minimum requirements for the efficiency of power supplies with an output power of up to 240 watts that charge via USB Power Delivery (USB-PD), among other things, under other things, minimum requirements. Power supplies with an output power exceeding 10 watts will also have to meet minimum energy efficiency values in partial load operation (10 percent of rated power) in the future, which is intended to reduce unnecessary energy losses. The EU Commission says the new requirements are expected to save around 3% of energy consumption over the lifecycle of external chargers by 2035. Additionally, greenhouse gas emissions are expected to decrease by 9% and pollutant emissions by about 13%. "The EU also calculates that consumer spending could decrease by around 100 million euros per year by 2035," reports Heise.

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Google DeepMind Partners With Fusion Startup
Google DeepMind is partnering with Commonwealth Fusion Systems (CFS) to use its Torax AI software to simulate and optimize plasma behavior inside the company's Sparc fusion reactor. TechCrunch reports: There's a reason Google keeps coming back to the problem: AI might be uniquely suited to making fusion power possible. One of the biggest challenges facing fusion startups is keeping the plasma inside a reactor hot enough for long enough. Unlike nuclear fission reactions, which are self-sustaining, fusion reactions are difficult to maintain outside of stars like the Sun. Without that sort of mass and gravity, the plasma is constantly in danger of diffusing and snuffing itself out. In CFS's reactors, powerful magnets substitute for gravity to help corral the plasma, but they're not perfect. Reactor operators have to develop control software that can enable the device to continuously react to changing plasma conditions. Problem is, there are almost too many knobs to turn, certainly more than a human is capable of. That's the sort of problem that AI excels at. Experts have cited AI as one of the key technologies that has enabled the industry's remarkable advances over the past several years. CFS is currently building Sparc, its demonstration reactor, in a suburb outside Boston. The device is about two-thirds completed, and when finished later in 2026, the startup is predicting that it will be the first fusion device capable of producing more power than the plant needs to run itself. Google said Torax can be used with reinforcement learning or evolutionary search models to find the "most efficient and robust paths to generating net energy." The two companies are also exploring whether AI can be used to control the reactor's operation.

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Fossil Fuels To Dominate Global Energy Use Past 2050, McKinsey Says
Oil, gas and coal will continue to dominate the world's energy mix well beyond 2050, as soaring electricity demand outpaces the shift to renewables, according to a new McKinsey report. From a report: McKinsey expects fossil fuels to account for about 41-55% of global energy consumption in 2050, down from today's 64% but higher than previous projections. U.S. data-center-related power demand is expected to grow nearly 25% a year until 2030, while demand from data centers globally would average 17% growth per year between 2022 and 2030, especially in OECD countries. Alternative fuels are not likely to achieve broad adoption before 2040 unless mandated, but renewables do have the potential to provide 61-67% of the 2050 global power mix, McKinsey said.

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'Save Our Signs' Preservation Project Launches Archive of 10,000 National Park Signs
An anonymous reader quotes a report from 404 Media: On Monday, a publicly-sourced archive of more than 10,000 national park signs and monument placards went public as part of a massive volunteer project to save historical and educational placards from around the country that risk removal by the Trump administration. Visitors to national parks and other public monuments at more than 300 sites across the U.S. took photos of signs and submitted them to the archive to be saved in case they're ever removed in the wake of the Trump administration's rewriting of park history. The full archive is available here, with submissions from July to the end of September. The signs people have captured include historical photos from Alcatraz, stories from the African American Civil War Memorial, photos and accounts from the Brown v. Board of Education National History Park, and hundreds more sites. "I'm so excited to share this collaborative photo collection with the public. As librarians, our goal is to preserve the knowledge and stories told in these signs. We want to put the signs back in the people's hands," Jenny McBurney, Government Publications Librarian at the University of Minnesota and one of the co-founders of the Save Our Signs project, said in a press release. "We are so grateful for all the people who have contributed their time and energy to this project. The outpouring of support has been so heartening. We hope the launch of this archive is a way for people to see all their work come together."

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