According to The Intercept, the IRS is set to purchase an Nvidia SuperPod AI supercomputer to enhance its machine learning capabilities for tasks like fraud detection and taxpayer behavior analysis. From the report: With Elon Musk's so-called Department of Government Efficiency installing itself at the IRS amid a broader push to replace federal bureaucracy with machine-learning software, the tax agency's computing center in Martinsburg, West Virginia, will soon be home to a state-of-the-art Nvidia SuperPod AI computing cluster. According to the previously unreported February 5 acquisition document, the setup will combine 31 separate Nvidia servers, each containing eight of the company's flagship Blackwell processors designed to train and operate artificial intelligence models that power tools like ChatGPT. The hardware has not yet been purchased and installed, nor is a price listed, but SuperPod systems reportedly start at $7 million. The setup described in the contract materials notes that it will include a substantial memory upgrade from Nvidia.

Though small compared to the massive AI-training data centers deployed by companies like OpenAI and Meta, the SuperPod is still a powerful and expensive setup using the most advanced technology offered by Nvidia, whose chips have facilitated the global machine-learning spree. While the hardware can be used in many ways, it's marketed as a turnkey means of creating and querying an AI model. Last year, the MITRE Corporation, a federally funded military R&D lab, acquired a $20 million SuperPod setup to train bespoke AI models for use by government agencies, touting the purchase as a "massive increase in computing power" for the United States.

How exactly the IRS will use its SuperPod is unclear. An agency spokesperson said the IRS had no information to share on the supercomputer purchase, including which presidential administration ordered it. A 2024 report by the Treasury Inspector General for Tax Administration identified 68 different AI-related projects underway at the IRS; the Nvidia cluster is not named among them, though many were redacted. But some clues can be gleaned from the purchase materials. "The IRS requires a robust and scalable infrastructure that can handle complex machine learning (ML) workloads," the document explains. "The Nvidia Super Pod is a critical component of this infrastructure, providing the necessary compute power, storage, and networking capabilities to support the development and deployment of large-scale ML models."

The document notes that the SuperPod will be run by the IRS Research, Applied Analytics, and Statistics division, or RAAS, which leads a variety of data-centric initiatives at the agency. While no specific uses are cited, it states that this division's Compliance Data Warehouse project, which is behind this SuperPod purchase, has previously used machine learning for automated fraud detection, identity theft prevention, and generally gaining a "deeper understanding of the mechanisms that drive taxpayer behavior."

New York City's Department of Transportation is offering delivery workers the opportunity to swap out uncertified e-bikes for safer UL-compliant models. "Millions of people rely on such workers for timely deliveries, yet the low wages and brutal conditions of the job have forced many riders to seek out low-cost electric bicycles to perform the work -- exactly the kind of e-bikes that are least likely to have received safety certifications," reports Electrek. From the report: The NYC DOT has already begun accepting applications for the new E-Bike Trade-In Program, which is open to delivery workers with non-compliant electric bicycles as well as the often-seen electric scooters/mopeds that don't really qualify as e-bikes, despite their ubiquitous use in the industry. Interestingly, the program even accepts gasoline-powered mopeds that are not able to be legally registered with the DMV, including those that lack VINs. In exchange for trading in a non-certified vehicle, the delivery worker will receive a new UL-certified electric bike with a spare UL-certified battery.

There are a few requirements for eligibility. The worker has to have earned at least US $1,500 by working in the food delivery industry last year in 2024, live in one of the five New York City boroughs, be at least 18 years old, and own/use one of the eligible devices for trade-in. The program is free to participate in with no additional cost for the delivery workers. However, the supply of free electric bicycles is described as "limited." Those interested need to submit an application before the window closes on March 10, 2025.

Electricity demand is set to increase sharply in the coming years as people around the world use more power to run air conditioners, industry and a growing fleet of data centers. From a report: Over the next three years, global electricity consumption is set to rise by an "unprecedented" 3,500 terawatt hours, according to a report by the International Energy Agency. That's an addition each year of more than Japan's annual electricity consumption.

The roughly 4% annual growth in that period is the fastest such rate in years, underscoring the growing importance of electricity to the world's overall energy needs. "The acceleration of global electricity demand highlights the significant changes taking place in energy systems around the world and the approach of a new Age of Electricity," Keisuke Sadamori, IEA's director of energy markets and security, said in a statement. "But it also presents evolving challenges for governments in ensuring secure, affordable and sustainable electricity supply."

Alibaba will partner with Apple to support AI features on iPhones in China, sending Alibaba's shares surging over 9% to a three-year high. Reuters reports: "They talked to a number of companies in China. In the end they chose to do business with us. They want to use our AI to power their phones. We feel extremely honored to do business with a great company like Apple," Tsai said at the World Government Summit in Dubai. Apple continues to work with Baidu on AI features for iPhones in China, The Information reported on Thursday, citing two people with direct knowledge of the matter.

While Apple's phones outside China utilize a combination of its proprietary Apple Intelligence and OpenAI's ChatGPT, Tsai did not specify whether the Alibaba partnership would follow a similar model. In China, consumer-facing AI products require regulatory approval, and The Information reported earlier that both Alibaba and Apple have already submitted materials to authorities. "Instead of viewing the Alibaba-Apple partnership through the lens of China's AI strength, the partnership is mainly a recognition of Alibaba's AI capability," said Lian Jye Su, a chief analyst at tech research firm Omdia.

An anonymous reader quotes a report from Ars Technica: Conde Nast and several other media companies sued the AI startup Cohere today, alleging that it engaged in "systematic copyright and trademark infringement" by using news articles to train its large language model. "Without permission or compensation, Cohere uses scraped copies of our articles, through training, real-time use, and in outputs, to power its artificial intelligence ('AI') service, which in turn competes with Publisher offerings and the emerging market for AI licensing," said the lawsuit (PDF) filed in US District Court for the Southern District of New York. "Not content with just stealing our works, Cohere also blatantly manufactures fake pieces and attributes them to us, misleading the public and tarnishing our brands."

Conde Nast, which owns Ars Technica and other publications such as Wired and The New Yorker, was joined in the lawsuit by The Atlantic, Forbes, The Guardian, Insider, the Los Angeles Times, McClatchy, Newsday, The Plain Dealer, Politico, The Republican, the Toronto Star, and Vox Media. The complaint seeks statutory damages of up to $150,000 under the Copyright Act for each infringed work, or an amount based on actual damages and Cohere's profits. It also seeks "actual damages, Cohere's profits, and statutory damages up to the maximum provided by law" for infringement of trademarks and "false designations of origin."

In Exhibit A (PDF), the plaintiffs identified over 4,000 articles in what they called an "illustrative and non-exhaustive list of works that Cohere has infringed." Additional exhibits provide responses to queries (PDF) and "hallucinations" (PDF) that the publishers say infringe upon their copyrights and trademarks. The lawsuit said Cohere "passes off its own hallucinated articles as articles from Publishers." Cohere said in a statement to Ars: "Cohere strongly stands by its practices for responsibly training its enterprise AI. We have long prioritized controls that mitigate the risk of IP infringement and respect the rights of holders. We would have welcomed a conversation about their specific concerns -- and the opportunity to explain our enterprise-focused approach -- rather than learning about them in a filing. We believe this lawsuit is misguided and frivolous, and expect this matter to be resolved in our favor."

Further reading: Thomson Reuters Wins First Major AI Copyright Case In the US

The biggest utility in Virginia, home to the global hotspot Data Center Alley, saw demand from data centers in development almost double in the last half of 2024. From a report: Total data center power capacity under contract with Dominion Energy in Virginia, which includes projects from preliminary to advanced stages of development, increased to 40.2 gigawatts in December from 21.4 gigwatts in July, the company said on its earnings call Wednesday.

Demand for power is surging with the development of data centers and artificial intelligence, along with manufacturing and the increasing electrification of the economy. Northern Virginia, which has the biggest concentration of the facilities in the world, has earned the nickname of Data Center Alley.

The German antitrust authority has charged Apple with abusing its market power through its app tracking tool and giving itself preferential treatment in a move that could result in daily fines for the iPhone maker if it fails to change its business practices. From a report: The move follows a three-year investigation by the Federal Cartel Office into Apple's App Tracking Transparency feature, which allows users to block advertisers from tracking them across different applications.

The U.S. tech giant has said the feature allows users to control their privacy but has drawn criticism from Meta Platforms, app developers and startups whose business models rely on advertising tracking. "The ATTF (app tracking tool) makes it far more difficult for competing app publishers to access the user data relevant for advertising," Andreas Mundt, cartel office president, said in a statement.

New submitter jms00 writes: A years-long legal battle has quietly escalated into what could become the defining moment for the future of GPLv3, with implications that could reshape software freedom as we know it.

At issue is whether licensors have the power to impose 'further restrictions' on open-source software, potentially undermining the explicit rights granted to users and developers under AGPLv3, GPLv3, and LGPLv3.

The outcome of this case, now before the U.S. Court of Appeals for the Ninth Circuit, could set a dangerous precedent, limiting the ability to remove proprietary restrictions from copyleft-licensed software.

With little public attention on the case, the Software Freedom Conservancy (SFC) has stepped up as a key voice in defense of user rights, filing a critical amicus brief to challenge the lower court's ruling and protect the principles of software freedom.

For the first time since 2004, PassMark's global CPU benchmark data shows a decline in average processor performance, with laptop CPUs dropping 3.4% and desktop CPUs falling 0.5% year-over-year. Tom's Hardware reports: We see the biggest drop in laptop CPU performance results. PassMark recorded an average result of 14,632 across 101,316 samples last year. But, in 2025, the average score sat at an average of 14,130 points between 25,541 samples, decreasing the average score by 3.4%. The average desktop PC result in 2024 netted 26,436 points for 186,053 samples. But for 2025, the average score currently sits at 26,311 points for over 47,810 samples -- a 0.5% drop from last year. While that drop is small, we should only see a continued progression of faster performance.

[...] Passmark itself mused on X (formerly Twitter) that it could be that people are switching to more affordable machines that deliver lower power and performance. Or maybe Windows 11 is depressing performance scores versus Windows 10, especially as people transition to it with the upcoming demise of the latter. We've certainly seen plenty of examples of reduced performance in gaming with some of the newer versions of Windows 11, particularly as Intel and AMD struggled to upstream needed updates into the OS. [...] PassMark also muses that bloatware could contribute to the sudden decline in performance, but that seems like a longshot.

An anonymous reader quotes a report from Ars Technica: Two owners of Nvidia's new RTX 5090 Founders Edition GPUs have reported melted power connectors and damage to their PSUs. The images look identical to reports of RTX 4090 power cables burning or melting from two years ago. Nvidia blamed the issue on people not properly plugging the 12VHPWR power connection in fully and the PCI standards body blamed Nvidia.

A Reddit poster upgraded from an RTX 4090 to an RTX 5090 and noticed "a burning smell playing Battlefield 5," before turning off their PC and finding the damage. The images show burnt plastic at both the PSU end of the power connector and the part that connects directly to the GPU. The cable is one from MODDIY, a popular manufacturer of custom cables, and the poster claims it was "securely fastened and clicked on both sides (GPU and PSU)." While it's tempting to blame the MODDIY cable, Spanish YouTuber Toro Tocho has experienced the same burnt cable (both at the GPU and PSU ends) with an RTX 5090 Founders Edition while using a cable supplied by PSU manufacturer FSP. Plastic has also melted into the PCIe 5.0 power connector on the power supply.

"Open source can be something of an illusion," writes TechCrunch. "A lack of real independence can mean a lack of agency for those who would like to properly get involved in a project."
Their article makes the case that the "spirit" of open source means more than a license... "Android, in a license sense, is perhaps the most well-documented, perfectly open 'thing' that there is," Luis Villa, co-founder and general counsel at Tidelift, said in a panel discussion at the State of Open Con25 in London this week. "All the licenses are exactly as you want them — but good luck getting a patch into that, and good luck figuring out when the next release even is...."

"If you think about the practical accessibility of open source, it goes beyond the license, right?" Peter Zaitsev, founder of open source database services company Percona, said in the panel discussion. "Governance is very important, because if it's a single corporation, they can change a license like 'that.'" These sentiments were echoed in a separate talk by Dotan Horovits, open source evangelist at the Cloud Native Computing Foundation (CNCF), where he mused about open source "turning to the dark side." He noted that in most cases, issues arise when a single-vendor project decides to make changes based on its own business needs among other pressures. "Which begs the question, is vendor-owned open source an oxymoron?" Horovits said. "I've been asking this question for a good few years, and in 2025 this question is more relevant than ever."
The article adds that in 2025, "These debates won't be going anywhere anytime soon, as open source has emerged as a major focal point in the AI realm." And it includes this quote from Tidelift's co-founder.

"I have my quibbles and concerns about the open source AI definition, but it's really clear that what Llama is doing isn't open source," Villa said. Emily Omier, a consultant for open source businesses and host of the Business of Open Source podcast, added that such attempts to "corrupt" the meaning behind "open source" is testament to its inherent power.

Much of this may be for regulatory reasons, however. The EU AI Act has a special carve-out for "free and open source" AI systems (aside from those deemed to pose an "unacceptable risk"). And Villa says this goes some way toward explaining why a company might want to rewrite the rulebook on what "open source" actually means. "There are plenty of actors right now who, because of the brand equity [of open source] and the regulatory implications, want to change the definition, and that's terrible," Villa said.

An anonymous reader shared this report from the Telegraph: Volkswagen has teased plans for a "China-killer" electric vehicle that will cost just €20,000 ($20,664 USD or £16,700) as the German carmaker gears up to take on a flood of Beijing-backed low-cost rivals. The company on Thursday shared its first images of a new vehicle expected to be called the ID.1, which will go into production from 2027.

The low-cost EV is intended to go head to head with all-electric brands from Chinese carmakers such as BYD, which overtook Tesla in British sales for the first time last month. Previous images of the vehicle suggest it will be an electric hatchback. Thomas Schäfer, the VW chief executive, said the new model would be "an affordable, high-quality, profitable electric Volkswagen from Europe, for Europe". Quentin Willson, the motoring journalist and founder of FairCharge, said the car could be a "possible China EV killer". Dan Caesar, of Electric Vehicles UK, added: "Cheaper EVs are exactly what legacy auto-makers need to be competitive during this critical time. We would expect the ID.1 to be warmly welcomed by motorists." Ginny Buckley, of consumer advice website Electrifying, said Volkswagen had been "clear about its intent to compete with China's low-cost EVs"...

The German carmaker is planning to cut 35,000 jobs by 2030 as it grapples with stalled demand for EVs in Europe and growing competition from Chinese rivals.
Volkswagen executives describe the upcoming EV will be a "true Volkswagen for everyone," according to the article

It also notes that the number of EVs sold across Europe "fell by 3% to 3 million during 2024, according to data from analysts Rho Motion."

Thursday the White House "moved to halt a $5 billion initiative to build electric vehicle charging stations," reports Politico, "by instructing states not to spend federal funds previously allocated to them..." NPR described the move as "putting in limbo billions of dollars allocated to states with current and future projects..."

Politico notes the move "appears to upend years of precedent in which federal promises of funds for highway projects had given states an all-but-guaranteed assurance that they were free to spend them. It also raises legal questions... Funding experts had told POLITICO last year that decades of legal precedent would largely insulate the charging money... Andrew Rogers [deputy administrator of the Federal Highway Administration, or FHWA, in the Biden administration] said in a text message that the new letter "appears to ignore both the law and multiple restraining orders that have been issued by federal courts." Rogers, who is now a senior vice president at Boundary Stone Partners, said the move appears to be "in direct violation" of the Impoundment Control Act of 1974, a Watergate-era law that prohibits presidents from unilaterally canceling congressionally approved spending. Trump has contended that the law is unconstitutional.
Politico also got a quote from the chief analyst at analytics firm Paren, who predicts lawsuits from affected states and that the final impact of the move will be "just causing havoc and slowing things down for awhile." [A letter to state transportation directors from the Federal Highway Administration] clarifies that states will be able to receive reimbursements for "existing obligations" to design and build stations "in order to not disrupt current financial commitments." According to the letter, FHWA plans to publish new draft guidance on the NEVI program in the spring, followed by a comment period, before issuing new final guidance. Only then will states be able to resubmit their annual implementation plans for all fiscal years of the program.
"But that doesn't mean that the program is going to be sunset or the funds are not going to be made available again to the states," Nick Nigro, the founder of Atlas Public Policy consultancy told NPR: Several experts tell NPR that as a result of its overwhelming bipartisan support at the time, attempts to overturn it within the executive branch are likely to be challenged in court. Nigro believes the funding will resume eventually...

So far, 56 stations [with multiple chargers] are up and running as a result of the program, while more than 900 sites in total have been "awarded" to date, according to Loren McDonald, chief analyst at Paren, another research analytics firm. McDonald said several hundred of the awarded sites are currently under construction and expected to open this year. He does not believe the FHWA has the authority to pause or rescind any aspect of the NEVI program... "I assume lawsuits from states will start soon, and this will go to court and Congress," McDonald said in a statement.
The move has "confounded states, which had been allocated billions of dollars by Congress for the program," the New York Times reported Friday. "[S]ome state officials said that as a result of the memo from the Trump administration, they had stopped work on the charging stations. Others said they intended to keep going."

The Washington Post reports that a Texas Department of Transportation official "said it would continue to deploy federal funds for EV chargers until it receives further guidance," and that Ryan Gallentine, managing director at the national business association Advanced Energy United, said that states "are under no obligation to stop these projects based solely on this announcement." Politico adds: Also on Thursday, FHWA took down several internet pages providing information on NEVI and its sister program, the $2.5 billion Charging and Fueling Infrastructure grant program... Amid the confusion, at least six states — Alabama, Oklahoma, Missouri, Rhode Island, Ohio and Nebraska — have put their NEVI programs on hold, according to McDonald. Rhode Island and Ohio had been considered leading states in implementing the program.

OpenAI is considering building large-scale data center campuses in 16 states as part of the Stargate initiative, a $100 billion joint venture with Oracle and SoftBank aimed at strengthening U.S. AI infrastructure. CNBC reports: On a call with reporters, OpenAI executives said it sent out a request for proposals (RFP) to states less than a week ago. "A project of this size represents an opportunity to both re-industrialize parts of the country, but also to help revitalize where the American Dream is going to go in this intelligence age," Chris Lehane, OpenAI's vice president of global policy, said on the call.

[...] The 16 states OpenAI is currently considering are Arizona, California, Florida, Louisiana, Maryland, Nevada, New York, Ohio, Oregon, Pennsylvania, Utah, Texas, Virginia, Washington, Wisconsin and West Virginia. Construction on the data centers in Abilene, Texas, is currently underway. In the coming months, OpenAI will begin announcing additional construction sites "on a rolling basis," according to the presentation. Each campus is designed to support about one gigawatt of power or more.

OpenAI is aiming to build five to 10 data center campuses total, although executives said that number could rise or fall depending on how much power each campus offers. The company also said it expects each data center campus to generate thousands of jobs. That includes construction and operational roles. But Stargate's first data center in Abilene could lead to the creation of just 57 jobs, according to recent reports.

Google parent Alphabet plans to spend $75 billion on capital expenditures in 2025, up from $52.5 billion last year, as it races to compete with Microsoft and Meta in AI infrastructure. CNBC: On its earnings call, Alphabet said it expects $16 billion to $18 billion of those expenses to come in the first quarter. Overall, the expenditures will go toward "technical infrastructure, primarily for servers, followed by data centers and networking," finance chief Anat Ashkenazi said.

[...] Alphabet and its megacap tech rivals are rushing to build out their data centers with next-generation AI infrastructure, packed with Nvidia's graphics processing units, or GPUs. Last month, Meta said it plans to invest $60 billion to $65 billion this year as part of its AI push. Microsoft has committed to $80 billion in AI-related capital expenditures in its current fiscal year.

Thailand cut power supply, fuel and internet to some border areas with Myanmar on Wednesday. It's an attempt to choke scam syndicates operating out of there that have become a growing security concern. Reuters: Scam compounds in Southeast Asia are suspected to have entrapped hundreds of thousands of people in illegal online and telecom operations, generating billions of dollars annually, according to a 2023 U.N. report. Thai Interior Minister Anutin Charnvirakul visited the Provincial Electricity Authority headquarters in Bangkok on Wednesday to oversee the effort to fight the crime rings. "They may turn to other sources of power supply or generate their own electricity. In the Thai Security Council orders, it also includes the halt in supplying oil and internet to them, which means that from now on any damage that occurs will have no connection to any resources in Thailand."

An anonymous reader quotes a report from The Guardian: The pace of global heating has been significantly underestimated, according to renowned climate scientist Prof James Hansen, who said the international 2C target is "dead." A new analysis by Hansen and colleagues concludes that both the impact of recent cuts in sun-blocking shipping pollution, which has raised temperatures, and the sensitivity of the climate to increasing fossil fuels emissions are greater than thought. The group's results are at the high end of estimates from mainstream climate science but cannot be ruled out, independent experts said. If correct, they mean even worse extreme weather will come sooner and there is a greater risk of passing global tipping points, such as the collapse of the critical Atlantic ocean currents.

Hansen, at Columbia University in the US, sounded the alarm to the general public about climate breakdown in testimony he gave to a UN congressional committee in 1988. "The Intergovernmental Panel on Climate Change (IPPC) defined a scenario which gives a 50% chance to keep warming under 2C -- that scenario is now impossible," he said. "The 2C target is dead, because the global energy use is rising, and it will continue to rise." The new analysis said global heating is likely to reach 2C by 2045, unless solar geoengineering is deployed. [...] In the new study, published in the journal Environment: Science and Policy for Sustainable Development, Hansen's team said: "Failure to be realistic in climate assessment and failure to call out the fecklessness of current policies to stem global warming is not helpful to young people."

[...] Hansen said the point of no return could be avoided, based on the growing conviction of young people that they should follow the science. He called for a carbon fee and dividend policy, where all fossil fuels are taxed and the revenue returned to the public. "The basic problem is that the waste products of fossil fuels are still dumped in the air free of charge," he said. He also backed the rapid development of nuclear power. Hansen also supported research on cooling the Earth using controversial geoengineering techniques to block sunlight, which he prefers to call "purposeful global cooling." He said: "We do not recommend implementing climate interventions, but we suggest that young people not be prohibited from having knowledge of the potential and limitations of purposeful global cooling in their toolbox." Political change is needed to achieve all these measures, Hansen said: "Special interests have assumed far too much power in our political systems. In democratic countries the power should be with the voter, not with the people who have the money. That requires fixing some of our democracies, including the US."

In his post about the future of Fedora Workstation, Christian F.K. Schaller discusses how the Red Hat team plans to integrate AI with IBM's open-source Granite engine to enhance developer tools, such as IDEs, and create an AI-powered Code Assistant. He says the team is also working on streamlining AI acceleration in Toolbx and ensuring Fedora users have access to tools like RamaLama. From the post: One big item on our list for the year is looking at ways Fedora Workstation can make use of artificial intelligence. Thanks to IBMs Granite effort we know have an AI engine that is available under proper open source licensing terms and which can be extended for many different usecases. Also the IBM Granite team has an aggressive plan for releasing updated versions of Granite, incorporating new features of special interest to developers, like making Granite a great engine to power IDEs and similar tools. We been brainstorming various ideas in the team for how we can make use of AI to provide improved or new features to users of GNOME and Fedora Workstation. This includes making sure Fedora Workstation users have access to great tools like RamaLama, that we make sure setting up accelerated AI inside Toolbx is simple, that we offer a good Code Assistant based on Granite and that we come up with other cool integration points. "I'm still not sure how I feel about this approach," writes designer/developer and blogger, Bradley Taunt. "While IBM Granite is an open source model, I still don't enjoy so much artificial 'intelligence' creeping into core OS development. This also isn't something optional on the end-users side, like a desktop feature or package. This sounds like it's going to be built directly into the core system."

"Red Hat has been pushing hard towards AI and my main concern is having this influence other operating system dev teams. Luckily things seems AI-free in BSD land. For now, at least."

To capitalize on the AI boom, many crypto miners "have begun to repurpose parts of their operations into data centers," reports Reuters, "given they already have most of the infrastructure" (including landing and "significant" power resources...) Toronto-based bitcoin miner Bitfarms has enlisted two consultants to explore how it can transform some of its facilities to meet the growing demand for artificial intelligence data centers, it said on Friday... Earlier this month, Riot Platforms launched a review of the potential AI and computing uses for parts of its facility in Navarro County, Texas.

Honda calls it their "second founding," as the company "continues to target 100% electric vehicle sales by 2040, and to have 'zero environmental impact' by 2050," writes Green Car Reports. "It's previously projected 40% EV sales in North America by 2030... "

Half of the Honda Accords sold in America are already electric, — but Honda "has admitted that it's hard to predict the trajectory of where the mix will be on the way to fully electric." So... To reconcile all this, it's prepared by committing to a new template for making both EVs and gasoline models, all on the same production line. This sea change in how it makes vehicles could keep its oldest U.S. assembly plant, its Marysville, Ohio, facility that opened in 1982, humming at capacity, no matter what the market presents. As Honda confirmed last April, Marysville will truly get the automaker to the point of EV mass production in North America, with a big asterisk. It has the capability to make hundreds of EVs per day, or many hundreds of gasoline models — depending on demand.

Marysville is one of four facilities set to make up what Honda is calling its Ohio EV Hub — including the Anna Engine Plant and East Liberty Auto Plant, all within 50 miles of each other, and a joint-venture battery plant between Honda and LG Energy solution in nearby Jeffersonville, Ohio. Battery plant aside, Honda says it encompasses more than a $1 billion investment in the three facilities, in redesigning the manufacturing process around being able to make ICE, hybrid, and EV models all on the same production line.

The investment in the Ohio facilities marks the global debut of changes in the way it builds vehicles, with expertise set to be shared across North America. And, according to Honda, it's aiming to set a global standard for Honda EV production.
The article explains that Honda "created a series of sub-assembly lines that could handle all the differences in the way an EV is assembled versus the way a gasoline or hybrid vehicle is assembled."

And CNBC reports that Honda's Ohio project includes "several new manufacturing processes and techniques to lower emissions and waste, including using a special form of structural aluminum for the EV battery packs that can be recycled and reused." Bob Schwyn, senior vice president of Honda Development and Manufacturing of America, describes it as part of Honda's "strategies to recapture our products at end-of-life and then recycle or reuse 100% of the materials, especially finite materials for EV batteries, to essentially make new Hondas out of old Hondas."