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Major American cloud companies with data centers in the Persian Gulf "are channeling data out of the war zone through fiber-optic cables that an Iraqi telecom has strung alongside crude-oil pipelines," reports RestofWorld.org: The data centers serve customers in more than 190 countries, processing transactions, storing files, and running applications for businesses and individuals from Latin America to South Asia. When Iranian drones struck Amazon's facilities in the United Arab Emirates and Bahrain on March 1, the effects spread across the region. Apps of major banks in the UAE, including Abu Dhabi Commercial Bank, stopped working. Payment and delivery platforms went offline. Snowflake, a U.S. enterprise software company used by thousands of businesses globally, reported Middle East service disruptions tied directly to the Amazon Web Services outage. Amazon told its customers to migrate their workloads out of the Middle East... [Data from] banking, payment, and enterprise platforms normally travels to Europe through cables running under the Red Sea and the Strait of Hormuz, then connects onward to users across the world. The war has put those cables at risk. The overland route through Iraq is meant to serve as a backup if the sea cables are disabled. The overland route through Iraq is meant to serve as a backup if the sea cables are disabled... [Martin Frank, strategic adviser for IQ Networks, the company that built the network, told Rest of World this overland route is already carrying live traffic.] The company, based in Iraq's Kurdistan region, runs fiber from the southern tip of Iraq to the Turkish border. It is now extending the network through gas-pipeline corridors across Turkey to the European border, with the first link expected early next year, Frank said. When that extension is complete, cloud providers will — for the first time — have the option of an unbroken land-based fiber path from the Gulf into the European network, connecting onward to Frankfurt, Amsterdam, London, and Marseille, from where their data connects back to U.S. users. The advantage of this alternative route is that oil and gas pipelines come with their own security perimeters, access roads, and maintenance corridors already built around them, allowing a telecom company to lay fiber without digging new trenches through difficult terrain. Iraq avoided the fate of earlier overland routes that collapsed because of a sustained period of stability, and because existing pipeline infrastructure provided ready-made corridors for laying fiber, Doug Madory, director of internet analysis at network intelligence firm Kentik, told Rest of World... IQ Networks' route, called the Silk Route Transit, has been running since November 2023. The network currently carries enough data to stream about 400,000 high-definition videos simultaneously, Frank said. The land route is faster. Data traveling through submarine cables from the Gulf to Europe takes about 150 milliseconds. The Iraqi terrestrial route cuts that to roughly 70 milliseconds — a difference that matters for video calls, financial transactions, and applications that run on artificial intelligence, according to IQ Networks. 
Read more of this story at Slashdot. - Challenging UPS and FedEx, Amazon Opens Its Shipping Network to All Businesses This week Amazon opened up its parcel shipping, fulfillment, and distribution "to businesses of all types and sizes." Any business can now ship, store, and deliver "using the same supply chain that supports Amazon," according to Monday's announcement of "Amazon Supply Chain Services." The move sent shares of UPS and FedEx "tumbling" Monday writes GeekWire. And though both stocks bounced back as the week went on, GeekWire sees this as the latest example of Amazon "turning its internal capabilities into products and services for sale..." "Amazon had already surpassed both carriers to become the nation's largest parcel shipper by volume, according to parcel-analytics firm ShipMatrix." Initial customers include Procter & Gamble, which is using Amazon's freight network to transport raw materials; 3M, which is using it to move products to distribution centers; Lands' End, which is fulfilling orders across sales channels from Amazon's warehouses; and American Eagle Outfitters, which is using Amazon's parcel service for last-mile delivery. The service can fulfill orders placed through platforms that compete with Amazon's own marketplace, including Walmart, Shopify, TikTok, and others... Peter Larsen, vice president of Amazon Supply Chain Services, compared the launch to the origins of Amazon's cloud business... In addition to putting Amazon in competition with existing players in the logistics industry, the move also raises questions about data privacy. Amazon has faced accusations of using nonpublic seller data to compete against merchants on its marketplace, which it has denied. Larsen told the Wall Street Journal that the company prohibits using supply chain customer data for its own marketplace decisions, noting that hundreds of thousands of Amazon sellers already trust the company to fulfill orders placed on rival platforms. The article notes taht in his annual shareholder letter Amazon's CEO "said the company is also exploring selling its custom AI chips and robotics to outside customers."
Read more of this story at Slashdot. - GM Secretly Sold California Drivers' Data, Agrees to Pay $12.75M In Privacy Settlement "General Motors sold the data of California drivers without their knowledge or consent," says California's attorney general, "and despite numerous statements reassuring drivers that it would not do so." In 2024, The New York Times "reported that automakers including GM were sharing information about their customers' driving behavior with insurance companies," remembers TechCrunch, "and that some customers were concerned that their insurance rates had gone up as a result." Now General Motors "has reached a privacy-related settlement with a group of law enforcement agencies led by California Attorney General Rob Bonta..." The settlement announcement from Bonta's office similarly alleges that GM sold "the names, contact information, geolocation data, and driving behavior data of hundreds of thousands of Californians" to Verisk Analytics and LexisNexis Risk Solutions, which are both data brokers. Bonta's office further alleges that this data was collected through GM's OnStar program, and that the company made roughly $20 million from data sales. However, Bonta's office also said the data did not lead to increased insurance prices in California, "likely because under California's insurance laws, insurers are prohibited from using driving data to set insurance rates." As part of the settlement, GM has agreed to pay $12.75 million in civil penalties and to stop selling driving data to any consumer reporting agencies for five years, Bonta's office said. GM has also agreed to delete any driver data that it still retains within 180 days (unless it obtains consent from customers), and to request that Lexis and Verisk delete that data. "This trove of information included precise and personal location data that could identify the everyday habits and movements of Californians," according to the attorney general's announcement. The settlement "requires General Motors to abandon these illegal practices, and underscores the importance of the data minimization in California's privacy law — companies can't just hold on to data and use it later for another purpose." "Modern cars are rolling data collection machines," said San Francisco District Attorney Brooke Jenkins. "Californians must have confidence that they know what data is being collected, how it is being used, and what their opt-out rights are... This case sends a strong message that law enforcement will take action when California privacy laws are not scrupulously followed."
Read more of this story at Slashdot. - Amazon Relents, Lets its Programmers Use OpenAI's Codex and Anthropic's Claude An anonymous reader shared this report from Futurism: In November, Amazon leaders sent an internal memo to employees, pushing them to use its in-house code generating tool, Kiro, over third-party alternatives from competitors. "While we continue to support existing tools in use today, we do not plan to support additional third party, AI development tools," the memo read, as quoted by Reuters at the time. "As part of our builder community, you all play a critical role shaping these products and we use your feedback to aggressively improve them." It was an unusual development, considering the tens of billions of dollars the e-commerce giant has invested in its competitors in the space, including Anthropic and OpenAI... Half a year later, Amazon is singing a dramatically different tune. As Business Insider reports, Amazon is officially throwing in the towel, succumbing to growing calls among employees for access to OpenAI's Codex and Anthropic's Claude... Given the unfortunate optics of opening the floodgates for Codex and Claude Code, an Amazon spokesperson told the publication in a statement that teams are still "primarily using" Kiro, claiming that 83 percent of engineers at the company are leaning on it.
Read more of this story at Slashdot. - Rocket Lab Reports Growing Demand for Commercial Space Products. Stock Surges 34% For just the first three months of 2026, Rocket Lab's launch business reports $63.7 million in revenue, reports CNBC — plus another $136.7 million from its space systems business. Besides beating Wall Street's expectations, Rocket Lab also announced that its backlog has more than doubled from a year ago to $2.2 billion, and that it's buying space robotics company Motiv Space Systems. Friday its stock price shot up 34% in one day... Rocket Lab's stock has more than quadrupled over the past year, benefiting from skyrocketing demand for businesses tied to the space economy ahead of SpaceX's hotly anticipated IPO later this year. Demand for space systems and satellites is also escalating as President Donald Trump pursues his ambitious Golden Dome missile defense project and NASA's crewed Artemis missions rev up. Rocket Lab said Thursday that it signed its largest contract ever with a confidential customer for its Neutron and Electron rockets through 2029, weeks after landing a $190 million deal for 20 hypersonic test flights... "The demand signal is clear," CEO Peter Beck said on an earnings call with analysts, calling the pace of new product releases from the company this year "relentless".... Rocket Lab's good news lifted other space companies. Firefly Aeropspace and Intuitive Machines both jumped more than 20, while Redwire gained 19%. Voyager Technologies rose 14%. "The company anticipates revenue between $225 million and $240 million during the second quarter."
Read more of this story at Slashdot. - Unemployment Ticked Up in America's IT Sector IT sector unemployment "increased to 3.8% in April from 3.6% in March," reports the Wall Street Journal. But they add that the increase reflects "an ongoing uncertainty in tech as AI continues to play havoc with hiring. That's according to analysis from consulting firm Janco Associates, which bases its findings on data from the U.S. Labor Department." On Friday, the department said the economy added 115,000 jobs, buoyed by gains in industries including retail, transportation and warehousing and healthcare. The unemployment rate was unchanged at 4.3%. But the information sector lost 13,000 jobs in April. While it's still too early to say exactly how AI is affecting employment overall, some businesses, especially in the tech industry, have said it's part of the reason they're cutting staff. In April, Meta Platforms said it would lay off 10% of its staff, or roughly 8,000 people, as it seeks to streamline operations and pay for its own massive investments in AI. Nike will reduce its workforce by roughly 1,400 workers, or about 2%, mostly in its tech department, as it simplifies global operations. And Snap is planning to eliminate 16% of its workforce, or about 1,000 positions, as it aims to boost efficiency. In other areas of IT, which includes telecommunications and data-processing, employment is now down 11%, or 342,000 jobs, from its most recent peak in November 2022. But there's not just AI to blame. Inflation and economic uncertainty linked to the Iran conflict is giving some chief executives and tech leaders reason to pull back or pause their IT hiring, said Janco Chief Executive Victor Janulaitis. The article even notes that postings for software developer jobs "are up 15% year-over-year on job-search platform Indeed, according to Hannah Calhoon, its vice president of AI". But employers do seem to be looking for experienced developers, which could pose a problem for recent college graduates.
Read more of this story at Slashdot. - The EU Considers Restricting Use of US Cloud Platforms for Sensitive Government Data CNBC reports: The European Union is considering rules that would restrict its member governments' use of U.S. cloud providers to handle sensitive data, sources familiar with the talks told CNBC. The European Commission — the EU's executive branch — is expected to present its "Tech Sovereignty Package" on May 27, which will include a range of measures aimed at bolstering the bloc's strategic autonomy in key digital areas. As part of preparations for that package, discussions are taking place within the Commission around limiting the exposure of sensitive public-sector data to cloud platforms provided by companies outside of the EU, two Commission officials, who asked to remain anonymous as they weren't authorized to discuss private talks, told CNBC... "The core idea is defining sectors that have to be hosted on European cloud capacity," one of the officials said. They added that companies providing cloud solutions from third countries, including the U.S., could be impacted. Proposals would not prohibit overseas companies' cloud platforms from government contracts entirely, but limit their use in processing sensitive data at public sector organizations, depending on the level of sensitivity, they added. The officials said that talks are ongoing and yet to be finalized... The officials told CNBC there are discussions around proposing that financial, judicial and health data processed by governments and public-sector organizations require high levels of sovereign cloud infrastructure.
Read more of this story at Slashdot. - NYT: 'Meta's Embrace of AI Is Making Its Employees Miserable' "Meta's embrace of AI is making its employees miserable," reports the New York Times. And "After Meta said late last month that it would start tracking employees' computer use, hundreds of workers spoke up." (One employee even told Meta's CTO in an internal post, "Your callousness to the concerns of your own employees is concerning." In an internal post last month, Meta told its U.S. employees that it was making a change that would affect tens of thousands of them. What employees typed into their computer, how they moved their mouse, where they clicked and what they saw on their screen would be tracked, Meta said. The goal, the company said, was to capture employee data so Meta's artificial intelligence models could learn "how people actually complete everyday tasks using computers." Many workers immediately revolted. In online comments, they blasted the tracking as a privacy violation, calling it antisocial and callous... [One engineering manager even asked "How do we opt out?"] "There is no option to opt-out on your corporate laptop," replied Andrew Bosworth, Meta's chief technology officer. Employees reacted by posting more than 100 angry and surprised emoji, according to the messages.... Meta is pushing its 78,000 employees to adopt AI tools and factoring their use of the technology in performance reviews. The company is also tracking employees' computer work to feed and train its AI models. And it is cutting jobs to offset its AI spending, saying last month that it would slash 10% of its workforce. That has led to anger and anxiety as employees await news of whether they are affected by the layoffs, which are slated to be carried out May 20, according to 11 current and former Meta employees. Some said they no longer saw Meta as a place for a long career. Others were looking for new jobs or trying to signal that they wanted to be laid off so they could receive severance pay, the current and former employees said. "It's incredibly demoralizing," an employee who does user research wrote in an internal post, which was reviewed by the Times... Meta also introduced internal dashboards to track employees' consumption of "tokens," a unit of AI use that is roughly equivalent to four characters of text, four people said. Some said the dashboards were a pressure tactic to encourage competition with colleagues. That led some employees to make so many AI agents that others had to introduce agents to find agents, and agents to rate agents, two people said.
Read more of this story at Slashdot. - 'Changing of the Guard'? AMD, Intel, and Micron Soar While Nvidia Lags While Nvidia has dominated the "infrastructure boom" since 2022's launch of ChatGPT and "the generative AI craze," CNBC writes that "This week offered the starkest illustration yet of what MIzuho analyst Jordan Klein said could be a 'changing of the guard in AI.'" Chipmakers Advanced Micro Devices and Intel notched gains of about 25%, while memory maker Micron jumped more than 37% and fiber-optic cable maker Corning climbed about 18%. All four of those companies have more than doubled in value this year, with Intel leading the way, up well over 200%. Nvidia, meanwhile, is only slightly ahead of the Nasdaq in 2026, gaining 15% for the year, aided by an 8% rally this week. In spreading the wealth to a wider swath of hardware companies, investors are clearly betting that the bull market in AI has long legs and that data centers are going to need a wider array of advanced components for years to come. Memory has been the biggest theme of late due to a global shortage that's driven up prices and turned Micron, a 47-year-old company tucked in a sleepy corner of the semiconductor market, into one of the hottest trades over the past 12 months. Micron blew past an $800 billion market capitalization for the first time this week, and the stock is now up over 750% in the past year. CEO Sanjay Mehrotra told CNBC in March that key customers are only getting "50% to two-thirds of their requirements" because of supply issues. The memory market is largely dominated by Micron, along with Korea-based Samsung and SK Hynix, which are also both in the midst of historic rallies... Bank of America estimates the data center CPU market could more than double from $27 billion in 2025 to $60 billion in 2030. AMD's quarterly results this week underscored the emerging trend, as earnings, revenue and guidance sailed past estimates on strong data center growth. The company has long led the CPU charge, and CEO Lisa Su said on the earnings call that AMD now expects 35% growth over the next three to five years in the server CPU market, up from a forecast of 18% growth that the company provided in November. The article cites two other big movers: Intel "is in the midst of a revival sparked by a major investment from the U.S. government last year. Intel's stock had its best month on record in April, more than doubling, and has continued notching massive gains, rising 33% in the early days of May." Nvidia still remains the world's most valuable company "and is expected to show revenue growth of 70% this fiscal year," the article points out — adding that companies like Corning are also benefiting from Nvidia partnerships. "Glass maker Corning, which celebrated its 175th anniversary this week, signed a massive deal with Nvidia on Wednesday that involves the development of three new U.S. factories dedicated entirely to optical technologies... likely a major step in Nvidia's move away from copper cables and towards fiber-optic cables as it builds out its rack-scale systems."
Read more of this story at Slashdot. - Open Source Registries Join Linux Foundation Working Group to Address Machine-Generated Traffic Under the nonprofit Linux Foundation, "a new Sustaining Package Registries Working Group will seek to identify concrete funding, governance, and security practices," reports ZDNet, "to keep code flowing as download counts grow.... Because software builds, continuous integration pipelines, and AI systems hammer registries at machine speed rather than human speed, the sites can't keep up. "That growth has brought a surge in bot traffic, automated publishing, security reports, and outright abuse, exposing what the working group bluntly calls a 'sustainability gap'." Sonatype CTO Brian Fox, who oversees the Maven Central Java registry, estimates open-source registries saw 10 trillion downloads in 2025. And "The same pattern is appearing across ecosystems. More machine traffic. More automation. More scanning. More expectations around uptime, integrity, provenance, and policy enforcement. More cost. More support burden. More dependency on infrastructure that the industry still talks about as though it runs on goodwill and spare time." ZDNet reports that "To tackle that, Sonatype has teamed up with the Linux Foundation and other package registry leaders, including Alpha-Omega, Eclipse Foundation (OpenVSX), OpenJS Foundation, OpenSSF, Packagist, Python Software Foundation, Ruby Central (RubyGems), and the Rust Foundation (Crates)." The idea is to give operators a neutral forum to discuss money, governance, and shared operational burdens openly. Once that's dealt with, they'll coordinate how to explain those realities back to companies and organizations that have long assumed registries are "free." No, they're not. They never were. As the Linux Foundation pointed out, "Registries today run primarily on two things: (1) infrastructure donations and credits; and (2) heroic efforts from small paid teams (themselves funded by donations and grants) and unpaid volunteers that operate and maintain registry services. The bulk of donations and grants comes from a small set of donors and doesn't scale with demands on the registry." The working group is explicitly positioned as a venue where registry leaders and ecosystem stakeholders can align on "practical, community-minded" ways to sustain that infrastructure, rather than each operator improvising its own survival plan in isolation. ZDNet says the group will also coordinate security practices and information, and craft frameworks "that make it politically and legally possible to introduce sustainable funding models without fracturing communities." And they will also "align messaging and educational content so developers, companies, and policymakers finally understand what it costs to run these services."
Read more of this story at Slashdot. - Will Maryland's Utility Bills Increase $1.6B to Support Other States' Datacenters? To upgrade its grid for data centers, PJM Interconnection (which serves 13 states) plans to spend $22 billion — and charge nearly $2 billion of that to customers in Maryland, argues Maryland's Office of People's Counsel. The money "will be recovered in rates for decades" and "drive up Maryland customer bills by $1.6 billion over the next ten years alone," they said Friday, announcing an official complaint filed with America's Federal Energy Regulatory Commission. Extra demand is expected from Ohio, Pennsylvania, and Illinois "where demands driven by data centers are projected to grow substantially by 2036," they explain. But that means that Maryland customers "are subsidizing data center-driven transmission buildout by virtue of geographic proximity..." Tom's Hardware explains: That means an extra $823 million for residential (approx. $345 per customer), $146 million for commercial (approx. $673 per customer), and $629 million for industrial customers (approx. $15,074 per customer)... "Maryland customers have neither caused the need for these billions in new transmission projects nor will they meaningfully benefit from them," [according to Maryland People's Counsel David S. Lapp].... This is one of the biggest reasons why many AI hyperscalers are facing pushback from the communities where they intend to place their data centers. At the moment, around 69 jurisdictions have passed some sort of moratorium on projects like these, and a survey has shown that nearly half of Americans do not want a data center in their neighborhood. Debates around these projects are passionate, with a few cases turning violent and even resulting in shootings (thankfully, without any casualties), especially as many feel that the construction of these power-hungry assets is threatening their lifestyles and quality of life. Thanks to long-time Slashdot reader noshellswill for sharing the news.
Read more of this story at Slashdot. - Rush Rescue Mission for NASA's $500M Space Telescope Passes Key Milestone NASA's $500 million Neil Gehrels Swift space observatory was launched in 2004. But it's now "at risk of falling back through the atmosphere and burning up without intervention," reports Spaceflight Now. Fortunately, a mission to prevent that "just passed a notable prelaunch testing milestone." On Friday, NASA announced that the Link spacecraft, manufactured by Katalyst Space Technologies to intervene before Swift's fate is sealed, completed its slate of environmental testing at the agency's Goddard Space Flight Center in Greenbelt, Maryland... "Swift will likely re-enter the atmosphere sometime later this year if we don't attempt to lift it to a higher altitude, [said John Van Eepoel, Swift's mission director at NASA Goddard, in a NASA press release]. "Katalyst has gotten to this point in just eight months, and we're glad they were able to use NASA's facilities to test Link and draw on our expertise to help tackle questions that popped up along the way...." "Given how quickly Swift's orbit is decaying, we are in a race against the clock, but by leveraging commercial technologies that are already in development, we are meeting this challenge head-on," said Shawn Domagal-Goldman, acting director, Astrophysics Division, NASA Headquarters, at the time... Attempting an orbit boost is both more affordable than replacing Swift's capabilities with a new mission, and beneficial to the nation — expanding the use of satellite servicing to a new and broader class of spacecraft...." Swift is in an orbit inclined 20.6 degrees from the equator, which is why Katalyst selected Northrop Grumman's Pegasus XL air-launched rocket in November to fly the mission. "The versatility offered by Pegasus' unique air-launch capability provides customers with a space launch solution that can be rapidly deployed anywhere on Earth to reach any orbit," said Kurt Eberly, Director of Space Launch for Northrop Grumman. The mission is set to launch in June.
Read more of this story at Slashdot. - The Trump Phone Either Is Or Isn't Closer To Delivery September 2025? January 2026? Delivery dates keep slipping for the Trump Organization's "Trump Phone" — a gold-coloured Android smartphone priced at $499 (£370). But in March the Verge spotted signs the phone was moving forward: FCC listings for a smartphone with the trade name "T1" show that it was tested late last year, and granted certification by the FCC in January... [T]he phone was submitted for testing by another company entirely: Smart Gadgets Global, LLC... Smart Gadgets Global's website promises "Top Quality Electronics created for 'YOUR' customer!" But in April the Trump phone revised its "Terms and Conditions" for preorders. The new language? A preorder deposit provides only a conditional opportunity if Trump Mobile later elects, in its sole discretion, to offer the Device for sale. A deposit is not a purchase, does not constitute acceptance of an order, does not create a contract for sale, does not transfer ownership or title interest, does not allocate or reserve specific inventory, and does not guarantee that a Device will be produced or made available for purchase.... Estimated ship dates, launch timelines, or anticipated production schedule are non-binding estimates only. Trump Mobile does not guarantee that: the Device will be commercially released... Trump Mobile will not be responsible for delay, modification, or failure to release a Device due to causes beyond its reasonable control, including but not limited to regulatory review, carrier certification delays, component shortages, labor disruptions, governmental orders, acts of God, transportation interruptions, or third-party supplier failures... If Trump Mobile cancels or discontinues the Device offering prior to sale, Trump Mobile will issue a full refund of the deposit amount paid... If Trump Mobile cancels, delays, or does not release the Device, your sole and exclusive remedy is a full refund of the deposit amount actually paid, and you waive any claim for equitable, injunctive, or specific performance relief relating to preorder priority or Device allocation. There was an unconfirmed report on social media that the updated Terms were also emailed to customers (cited by the International Business Times). And the new language also hedges that for the gold T1 phone, "Images, prototypes, beta demonstrations, and marketing renderings are illustrative only and may not reflect final production units...." But then eight days ago The Verge reported that phone "has just passed another milestone on its slow road to release," described as "a requirement for any phone launching in the US..." "The phone has received the little-known PTCRB certification, a first step toward being certified to work on major networks and be issued with IMEI numbers." [A]t least, I think it's been certified. What's actually been certified by the PTCRB is the SGG-06, a smartphone from Smart Gadgets Global, LLC, with support for 5G, 4G, 3G, and 2G networks.
Read more of this story at Slashdot. - Plant Seeds Do Something Incredible When the Sound of Rain Strikes "Plant seeds can sense the vibrations generated by falling raindrops," reports ScienceAlert, "and respond by waking from their state of dormancy to welcome the water, new research shows.... to germinate in 'anticipation' of the coming deluge." The finding, discovered by MIT mechanical engineers Nicholas Makris and Cadine Navarro, offers the first direct evidence that seeds and seedlings can sense and respond to sounds in nature... "The energy of the rain sound is enough to accelerate a seed's growth," [explains Markis]. Plants don't have the same aural equipment we do to actually hear sounds, of course. But the study suggests that seeds respond to the same vibrations that can produce a sound experience in our human ears. Across a series of experiments, the researchers submerged nearly 8,000 rice seeds in shallow tubs of water, at a depth of around 3 centimeters (1 inch), and exposed some of them to falling water drops over periods of six days... A hydrophone recorded the acoustic vibrations produced by the drops, confirming that the experiment mimicked the vibrations produced by actual raindrops falling in nature — such as the driving downpours that can sometimes pelt Massachusetts' puddles, ponds, and wetlands... In their study, the researchers observed that seeds exposed to the falling drops germinated up to around 37% faster, compared with seeds that did not receive the simulated rainstorm treatment but were housed in otherwise identical conditions. More information in Scientific American and Scientific Reports.
Read more of this story at Slashdot. - Cisco Releases Open-Source 'DNA Test for AI Models' Cisco has released an open-source tool "to trace the origins of AI models," reports SC World, "and compare model similarities for great visibility into the AI supply chain." [Cisco's Model Provenance Kit] is a Python toolkit and command-line interface (CLI) that looks at signals such as metadata and weights to create a "fingerprint" for AI models that can then be compared to other model fingerprints to determine potential shared origins. "Think of Model Provenance Kit as a DNA test for AI models," Cisco researchers wrote. "[...] Much like a DNA test reveals biological origins, the Model Provenance Kit examines both metadata and the actual learned parameters of a model (like a unique genome that comprises a model), to assess whether models share a common origin and identify signs of modification." The tool aims to address gaps in visibility into the AI model supply chain. For example, many organizations utilize open-source models from repositories like HuggingFace, where models could potentially be uploaded with incomplete or deceptive documentation. The Model Provenance Kit provides a way for organizations to verify claims about a model's origins, such as claims that a model is trained from scratch, when in reality it may be copied from another model, Cisco said. This may put organizations at risk of using models with unknown biases, vulnerabilities or manipulations and make it more difficult to resolve any incidents that arise from these risks. Thanks to Slashdot reader spatwei for sharing the news.
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