An anonymous reader quotes a report from ZDNet: At KubeCon North America 2025 in Atlanta, the Cloud Native Computing Foundation (CNCF)'s leaders predicted an enormous surge in cloud-native computing, driven by the explosive growth of AI inference workloads. How much growth? They're predicting hundreds of billions of dollars in spending over the next 18 months. [...] Where cloud-native computing and AI inference come together is when AI is no longer a separate track from cloud-native computing. Instead, AI workloads, particularly inference tasks, are fueling a new era where intelligent applications require scalable and reliable infrastructure. That era is unfolding because, said [CNCF Executive Director Jonathan Bryce], "AI is moving from a few 'Training supercomputers' to widespread 'Enterprise Inference.' This is fundamentally a cloud-native problem. You, the platform engineers, are the ones who will build the open-source platforms that unlock enterprise AI."

"Cloud native and AI-native development are merging, and it's really an incredible place we're in right now," said CNCF CTO Chris Aniszczyk. The data backs up this opinion. For example, Google has reported that its internal inference jobs have processed 1.33 quadrillion tokens per month recently, up from 980 trillion just months before. [...] Aniszczyk added that cloud-native projects, especially Kubernetes, are adapting to serve inference workloads at scale: "Kubernetes is obviously one of the leading examples as of the last release the dynamic resource allocation feature enables GPU and TPU hardware abstraction in a Kubernetes context." To better meet the demand, the CNCF announced the Certified Kubernetes AI Conformance Program, which aims to make AI workloads as portable and reliable as traditional cloud-native applications.

"As AI moves into production, teams need a consistent infrastructure they can rely on," Aniszczyk stated during his keynote. "This initiative will create shared guardrails to ensure AI workloads behave predictably across environments. It builds on the same community-driven standards process we've used with Kubernetes to help bring consistency as AI adoption scales." What all this effort means for business is that AI inference spending on cloud-native infrastructure and services will reach into the hundreds of billions within the next 18 months. That investment is because CNCF leaders predict that enterprises will race to stand up reliable, cost-effective AI services.

An anonymous reader shares a report: Lawyers from the American Civil Liberties Union (ACLU) and Electronic Frontier Foundation (EFF) sued the city of San Jose, California over its deployment of Flock's license plate-reading surveillance cameras, claiming that the city's nearly 500 cameras create a pervasive database of residents movements in a surveillance network that is essentially impossible to avoid.

The lawsuit was filed on behalf of the Services, Immigrant Rights & Education Network and Council on American-Islamic Relations, California, and claims that the surveillance is a violation of California's constitution and its privacy laws. The lawsuit seeks to require police to get a warrant in order to search Flock's license plate system. The lawsuit is one of the highest profile cases challenging Flock; a similar lawsuit in Norfolk, Virginia seeks to get Flock's network shut down in that city altogether.

"San Jose's ALPR [automatic license plate reader] program stands apart in its invasiveness," ACLU of Northern California and EFF lawyers wrote in the lawsuit. "While many California agencies run ALPR systems, few retain the locations of drivers for an entire year like San Jose. Further, it is difficult for most residents of San Jose to get to work, pick up their kids, or obtain medical care without driving, and the City has blanketed its roads with nearly 500 ALPRs."

NetChoice is suing Virginia to block a new law that limits kids under 16 to one hour of daily social media use unless parents approve more time, arguing the rule violates the First Amendment and introduces serious privacy risks through mandatory age-verification. The Verge reports: In addition to restricting access to legal speech, NetChoice alleges that Virginia's incoming law (SB 854) will require platforms to verify user ages in ways that would pose privacy and security risks. The law requires platforms to use "commercially reasonable methods," which it says include a screen that prompts the user to enter a birth date. However, NetChoice argues that Virginia could go beyond this requirement, citing a post from Governor Youngkin on X, stating "platforms must verify age," potentially referring to stricter methods, like having users submit a government ID or other personal information.

NetChoice, which is backed by tech giants like Meta, Google, Amazon, Reddit, and Discord, alleges that the law puts a burden on minors' ability to engage or consume speech online. "The First Amendment prohibits the government from placing these types of restrictions on accessing lawful and valuable speech, just in the same way that the government can't tell you how long you could spend reading a book, watching a television program, or consuming a documentary," Paul Taske, the co-director of the Netchoice Litigation Center, tells The Verge.

"Virginia must leave the parenting decisions where they belong: with parents," Taske says. "By asserting that authority for itself, Virginia not only violates its citizens' rights to free speech but also exposes them to increased risk of privacy and security breaches."

An anonymous reader shares a report: Elementary-school students would have to learn how to write in cursive, under a bill set to be vetted by a House committee next week. Sen. Erin Grall, R-Vero Beach, filed a similar proposal (SB 444) on Monday. The House Student Academic Success Subcommittee is set to review the measure (HB 127) on Nov. 18.

Sponsored by Rep. Toby Overdorf, R-Palm City, the bill would require cursive instruction in second through fifth grades. The proposal, filed for consideration for the legislative session that begins Jan. 13, also would require students to demonstrate proficiency in cursive by the end of fifth grade.

"To be clear, the current economics of space-based data centers don't make sense," writes the Wall Street Journal.

"But they could in the future, perhaps as soon as a decade or so from now, according to an analysis by Phil Metzger, a research professor at the University of Central Florida and formerly of the National Aeronautics and Space Administration." "Space enthusiasts (comme moi) have long sought a business case to enable human migration beyond our home world," he posted on X amid the new hype. "I think AI servers in space is the first real business case that will lead to many more...."

The argument essentially boils down to the belief that AI's needs are eventually going to grow so great that we need to move to outer space. There the sun's power can be more efficiently harvested. In space, the sun's rays can be direct and constant for solar panels to collect — no clouds, no rainstorms, no nighttime. Demands for cooling could also be cut because of the vacuum of space. Plus, there aren't those pesky regulations that executives like to complain about, slowing construction of new power plants to meet the data-center needs. In space, no one can hear the Nimbys scream. "We will be able to beat the cost of terrestrial data centers in space in the next couple of decades," Bezos said at a tech conference last month. "Space will end up being one of the places that keeps making Earth better."

It's still early days. At Alphabet, Google's plans sound almost conservative. The search-engine company in recent days announced Project Suncatcher, which it describes as a moonshot project to scale machine learning in space. It plans to launch two prototype satellites by early 2027 to test its hardware in orbit. "Like any moonshot, it's going to require us to solve a lot of complex engineering challenges," Pichai posted on social media. Nvidia, too, has announced a partnership with startup Starcloud to work on space-based data centers. Not to be outdone, Elon Musk has been painting his own updated vision for the heavens... in recent weeks he has been talking more about how he can use his spaceships to deploy new versions of his solar-powered Starlink satellites equipped with high-speed lasers to build out in-space data centers.

On Friday, Musk further reiterated how those AI satellites would be able to generate 100 gigawatts of annual solar power — or, what he said, would be roughly a quarter of what the U.S. consumes on average in a year. "We have a plan mapped out to do it," he told investor Ron Baron during an event. "It gets crazy." Previously, he has suggested he was four to five years away from that ability. He's also touted even wilder ideas, saying on X that 100 terawatts a year "is possible from a lunar base producing solar-powered AI satellites locally and accelerating them to escape velocity with a mass driver." Simply put, he's suggesting a moon base will crank out satellites and throw them into orbit with a catapult. And those satellites' solar panels would generate 100,000 gigawatts a year. "I think we'll see intelligence continue to scale all the way up to where...most of the power of the sun is harnessed for compute," Musk told a tech conference in September.

Google says it will build a new "advanced flow" to allow experienced users to install Android apps from unverified developers, easing up on restrictions it proposed in late August. The company said earlier that Android would block such installations starting next year. The new flow will include clear warnings about security risks but will give users final control over the decision.

Google said it is designing the system to resist coercion and prevent users from being tricked into bypassing safety checks. The company is currently gathering early feedback on the feature's design. Google also announced that developers who distribute apps exclusively outside the Play Store can now join an early access program for developer verification.

Slashdot readers Tablizer and fjo3 share news that an AI-generated country song has topped the U.S. sales chart for the first time this week. ABC News reports: The new country tune, "Walk my Walk" by Breaking Rust, recently hit No. 1 on Billboard's Country Digital Song Sales chart, reaching over 3 million streams on Spotify in less than a month. That success has garnered mixed reactions from music fans and artists alike, particularly on TikTok, where hundreds of users have posted videos addressing the tune and others discussing the music in the comments.

Billboard has acknowledged Breaking Rust is an AI act and said it is one of at least six to chart in the past few months alone. "Ultimately, this feels like an experiment to see just how far something like this can go and what happens in the future and in other disciplines of art as well," senior entertainment reporter Kelley L. Carter told ABC News. "AI artists won't require things that a real human artist will require, and once companies start considering it and looking at bottom lines, I think that's when artists should rightly be concerned about it," she added.

Visa and Mastercard are nearing a settlement with merchants that aims to end a 20-year-old legal dispute by lowering fees stores pay and giving them more power to reject certain credit cards, WSJ reports, citing people familiar with the matter. From the report: Under terms being discussed, Visa and Mastercard would lower credit-card interchange fees, which are often between 2% and 2.5%, by an average of around 0.1 percentage point over several years, the people said. They would also loosen rules that require merchants that accept one of a network's credit cards to accept all of them.

A deal could be announced soon, the people said, and would require court approval to take effect. If an agreement is finalized, consumers could see big changes at the register. Merchants that accept one kind of Visa credit card wouldn't have to accept all Visa credit cards, for example. Under the current talks, credit-card acceptance would be divided into several categories including rewards credit cards, credit cards with no rewards programs, and commercial cards, the people familiar with the matter said.

Some stores might turn away rewards cards, which charge them higher fees and in recent years have become very popular with consumers. But stores that reject those cards would face the risk of declining sales.

Collins Dictionary has named "vibe coding" its 2025 word of the year -- a term coined by Andrej Karpathy for when a user makes an app or website by describing it to AI rather than writing programming code manually. The term, which is confusingly made up of two words, was "one of 10 words on a shortlist to reflect the mood, language and preoccupations of 2025," reports the BBC. From the report: By giving an AI tool a simple description such as "make me a program that schedules my weekly meals", people can use "vibe coding" to make basic apps without any previous programming knowledge. More complicated tools still require skill, but the practice has opened up creating digital platforms to non-coders. As many have discovered, it isn't perfect - with no guarantee the code will actually work or be free of bugs. Alex Beecroft, the Managing Director of Collins, said the term "perfectly captures how language is evolving alongside technology." Other words that made the list include "clanker," "aura farming," "broligarchy," "biohacking," and "coolcation." You can view the full list here.

AI labs are paying skilled professionals hundreds of dollars per hour to train their models in specialized fields. Companies like Mercor, Surge AI, Scale AI and Turing recruit bankers, lawyers, engineers and doctors to improve the accuracy of AI systems in professional settings. Mercor advertises roles for medical secretaries, movie directors and private detectives at rates ranging from $20 to $185 per hour for contract work and up to $200,000 for full-time positions. Surge AI offers as much as $1,000 per hour for expertise from startup CEOs and venture capital partners. Mercor pays out over $1.5 million daily to professionals it hires for clients including OpenAI and Anthropic.

Some contractors are former employees of Goldman Sachs and McKinsey. Others moonlight in this work while keeping their regular jobs. Brendan Foody, Mercor's 22-year-old CEO, acknowledged at a conference last week that trade secrets could potentially be compromised given the volume of work submitted. Uber CEO Dara Khosrowshahi said on this week's earnings call that some AI training gigs on its platform require PhDs.

A new bipartisan bill introduced by Senators Mark Warner and Josh Hawley would require companies and federal agencies to report quarterly on AI-related workforce changes, including layoffs, new hires, and retraining efforts. The data from the AI-Related Job Impacts Clarity Act (PDF) would then be compiled by the Department of Labor into a publicly available report.

"This bipartisan legislation will finally give us a clear picture of AI's impact on the workforce," Warner said in a statement. "Armed with this information, we can make sure AI drives opportunity instead of leaving workers behind."

Speaking of Australia, its government has introduced content quotas on global streamers. From a report: The rules require Netflix, Prime Video and the other global streamers with more than one million Australian subscribers to spend 10% of their total Australian expenditure -- or 7.5% of their revenues -- on local originals, whether they are dramas, children's shows, docs, or arts and educational programs.

Following the announcement, the legislation will be introduced into the Australian parliament. Australia's Labor government has long planned to being in the quotas as part of its Revive cultural policy, but months and months of delays had left the local industry wondering how committed their political leaders were to the plan. Global streamers have broadly rejected the necessity of quotas, claiming their local investment in content and jobs offsets them.

Bruce66423 shares a report from the Los Angeles Times: The board of the Los Angeles Department of Water and Power on Tuesday approved a controversial plan to convert part of the city's largest natural gas-fired power plant into one that also can burn hydrogen. In a 3-0 vote, the DWP board signed off on the final environmental impact report for an $800-million modernization of Units 1 and 2 of the Scattergood Generating Station in Playa del Rey. The power plant dates to the late 1950s and both units are legally required to be shut down by the end of 2029. In their place, the DWP will install new combined-cycle turbines that are expected to operate on a mixture of natural gas and at least 30% hydrogen with the ultimate goal of running entirely on hydrogen as more supply becomes available.

The hydrogen burned at Scattergood is supposed to be green, meaning it is produced by splitting water molecules through a process called electrolysis. Hydrogen does not emit planet-warming carbon dioxide when it is burned, unlike natural gas. [...] Although burning hydrogen does not produce CO2, the high-temperature combustion process can emit nitrogen oxides, or NOx, a key component of smog. [...] [T]he approved plan contains no specifics about where the hydrogen will come from or how it will get to the site. "The green hydrogen that would supply the proposed project has not yet been identified," the environmental report says. Industry experts and officials said the project will help drive the necessary hydrogen production. "Burning hydrogen produced by 'excess' solar or wind power is a means of energy storage," adds Slashdot reader Bruce66423. "The hard question is whether it's the best solution to the storage problem given that other solutions appear to be emerging that would require less infrastructure investment (think pipes to move the hydrogen to the plant and tanks to store it for later use)."

"AI isn't just a tool anymore; it's an integral part of the development experience," argues GitHub's blog. So "Agents shouldn't be bolted on. They should work the way you already work..."

So this week GitHub announced "Agent HQ," which CNBC describes as a "mission control" interface "that will allow software developers to manage coding agents from multiple vendors on a single platform." Developers have a range of new capabilities at their fingertips because of these agents, but it can require a lot of effort to keep track of them all individually, said GitHub COO Kyle Daigle. Developers will now be able to manage agents from GitHub, OpenAI, Google, Anthropic, xAI and Cognition in one place with Agent HQ. "We want to bring a little bit of order to the chaos of innovation," Daigle told CNBC in an interview. "With so many different agents, there's so many different ways of kicking off these asynchronous tasks, and so our big opportunity here is to bring this all together." Agent HQ users will be able to access a command center where they can assign, steer and monitor the work of multiple agents...

The third-party agents will begin rolling out to GitHub Copilot subscribers in the coming months, but Copilot Pro+ users will be able to access OpenAI Codex in VS Code Insiders this week, the company said.
"We're into this wave two era," GitHub's COO Mario Rodriguez told VentureBeat, an era that's "going to be multimodal, it's going to be agentic and it's going to have these new experiences that will feel AI native...."

Or, as VentureBeat sees it, GitHub "is positioning itself as the essential orchestration layer beneath them all..." Just as the company transformed Git, pull requests and CI/CD into collaborative workflows, it's now trying to do the same with a fragmented AI coding landscape...

The technical architecture addresses a critical enterprise concern: Security. Unlike standalone agent implementations where users must grant broad repository access, GitHub's Agent HQ implements granular controls at the platform level... Agents operating through Agent HQ can only commit to designated branches. They run within sandboxed GitHub Actions environments with firewall protections. They operate under strict identity controls. [GitHub COO] Rodriguez explained that even if an agent goes rogue, the firewall prevents it from accessing external networks or exfiltrating data unless those protections are explicitly disabled.

Beyond managing third-party agents, GitHub is introducing two technical capabilities that set Agent HQ apart from alternative approaches like Cursor's standalone editor or Anthropic's Claude integration. Custom agents via AGENTS.md files: Enterprises can now create source-controlled configuration files that define specific rules, tools and guardrails for how Copilot behaves. For example, a company could specify "prefer this logger" or "use table-driven tests for all handlers." This permanently encodes organizational standards without requiring developers to re-prompt every time... Native Model Context Protocol (MCP) support: VS Code now includes a GitHub MCP Registry. Developers can discover, install and enable MCP servers with a single click. They can then create custom agents that combine these tools with specific system prompts. This positions GitHub as the integration point between the emerging MCP ecosystem and actual developer workflows. MCP, introduced by Anthropic but rapidly gaining industry support, is becoming a de facto standard for agent-to-tool communication. By supporting the full specification, GitHub can orchestrate agents that need access to external services without each agent implementing its own integration logic.

GitHub is also shipping new capabilities within VS Code itself. Plan Mode allows developers to collaborate with Copilot on building step-by-step project approaches. The AI asks clarifying questions before any code is written. Once approved, the plan can be executed either locally in VS Code or by cloud-based agents. The feature addresses a common failure mode in AI coding: Beginning implementation before requirements are fully understood. By forcing an explicit planning phase, GitHub aims to reduce wasted effort and improve output quality.

More significantly, GitHub's code review feature is becoming agentic. The new implementation will use GitHub's CodeQL engine, which previously largely focused on security vulnerabilities to identify bugs and maintainability issues. The code review agent will automatically scan agent-generated pull requests before human review. This creates a two-stage quality gate.
"Don't let this little bit of news float past you like all those self-satisfied marketing pitches we semi-hear and ignore," writes ZDNet: If it works and remains reliable, this is actually a very big deal... Tech companies, especially the giant ones, often like to talk "open" but then do their level best to engineer lock-in to their solution and their solution alone. Sure, most of them offer some sort of export tool, but the barrier to moving from one tool to another is often huge... [T]he idea that you can continue to use your favorite agent or agents in GitHub, fully integrated into the GitHub tool path, is powerful. It means there's a chance developers might not have to suffer the walled garden effect that so many companies have strived for to lock in their customers.

PC Mag's Michael Kan writes: A "Keep Android Open" campaign is pushing back on new rules from Google that will reportedly block users from sideloading apps on Android phones. It's unclear who's running the campaign, but a blog post on the free Android app store F-Droid is directing users to visit the campaign's website, which urges the public to lobby government regulators to intervene and stop the upcoming restrictions. "Developers should have the right to create and distribute software without submitting to unnecessary corporate surveillance," reads an open letter posted to the site. [...]

Google has described the upcoming change as akin to requiring app developers to go through "an ID check at the airport." However, F-Droid condemned the new requirement as anti-consumer choice. "If you own a computer, you should have the right to run whatever programs you want on it," it says. Additionally, the rules threaten third-party app distribution on F-Droid, which operates as a "free/open-source app distribution" model.

In its blog post, F-Droid warns about the impact on users and Android app developers. "You, the creator, can no longer develop an app and share it directly with your friends, family, and community without first seeking Google's approval," the app store says. "Over half of all humankind uses an Android smartphone," the blog post adds. "Google does not own your phone. You own your phone. You have the right to decide who to trust, and where you can get your software from."

An anonymous reader quotes a report from the Guardian: When Google and Amazon negotiated a major $1.2 billion cloud-computing deal in 2021, their customer -- the Israeli government -- had an unusual demand: agree to use a secret code as part of an arrangement that would become known as the "winking mechanism." The demand, which would require Google and Amazon to effectively sidestep legal obligations in countries around the world, was born out of Israel's concerns that data it moves into the global corporations' cloud platforms could end up in the hands of foreign law enforcement authorities.

Like other big tech companies, Google and Amazon's cloud businesses routinely comply with requests from police, prosecutors and security services to hand over customer data to assist investigations. This process is often cloaked in secrecy. The companies are frequently gagged from alerting the affected customer their information has been turned over. This is either because the law enforcement agency has the power to demand this or a court has ordered them to stay silent. For Israel, losing control of its data to authorities overseas was a significant concern. So to deal with the threat, officials created a secret warning system: the companies must send signals hidden in payments to the Israeli government, tipping it off when it has disclosed Israeli data to foreign courts or investigators.

To clinch the lucrative contract, Google and Amazon agreed to the so-called winking mechanism, according to leaked documents seen by the Guardian, as part of a joint investigation with Israeli-Palestinian publication +972 Magazine and Hebrew-language outlet Local Call. Based on the documents and descriptions of the contract by Israeli officials, the investigation reveals how the companies bowed to a series of stringent and unorthodox "controls" contained within the 2021 deal, known as Project Nimbus. Both Google and Amazon's cloud businesses have denied evading any legal obligations.

An anonymous reader quotes a report from Ars Technica: Since launching Google Play (nee Android Market) in 2008, Google has never made a change to the US store that it didn't want to make -- until now. Having lost the antitrust case brought by Epic Games, Google has implemented the first phase of changes mandated by the court. Developers operating in the Play Store will have more freedom to direct app users to resources outside the Google bubble. However, Google has not given up hope of reversing its loss before it's forced to make bigger changes. Epic began pursuing this case in 2020, stemming from its attempt to sell Fortnite content without going through Google's payment system. It filed a similar case against Apple, but the company fell short there because it could not show that Apple put its thumb on the scale. Google, however, engaged in conduct that amounted to suppressing the development of alternative Android app stores. It lost the case and came up short on appeal this past summer, leaving the company with little choice but to prepare for the worst.

Google has updated its support pages to confirm that it's abiding by the court's order. In the US, Play Store developers now have the option of using external payment platforms that bypass the Play Store entirely. This could hypothetically allow developers to offer lower prices, as they don't have to pay Google's commission, which can be up to 30 percent. Devs will also be permitted to direct users to sources for app downloads and payment methods outside the Play Store. Google's support page stresses that these changes are only being instituted in the US version of the Play Store, which is all the US District Court can require. The company also notes that it only plans to adhere to this policy "while the US District Court's order remains in effect." Judge James Donato's order runs for three years, ending on November 1, 2027.

Nvidia chief executive Jensen Huang said that maintaining the US edge in AI will require a steady approach that ensures China remains hooked on American technology. From a report: The chipmaker is in an "awkward place" as President Donald Trump prepares to meet with his Chinese counterpart Xi Jinping later this week, Huang told reporters Tuesday at a company conference in Washington. The Nvidia chief praised Trump's commitment to winning but urged careful engagement with China because of the country's massive software developer base and its growing technology capabilities.

During the meeting, Trump and Xi are expected to finalize an agreement to ease trade tensions between the world's two largest economies. When it comes to those negotiations, Huang said he has "no idea" if GPUs -- the chips central to artificial intelligence capabilities -- will be a topic between Trump and Xi.

Huang was careful to leave the negotiating to Trump but encouraged US leadership to think longer term on its overall AI strategy. "A policy that causes America to lose half of the world's developers is not beneficial long-term," Huang said, warning that it was still possible for the US to cede the AI race to China. Keeping US technology in front requires finesse," he said. "It requires balance. It requires long-term thinking."

An anonymous reader quotes a report from NBC News: Two senators said they are announcing bipartisan legislation on Tuesday to crack down on tech companies that make artificial intelligence chatbot companions available to minors, after complaints from parents who blamed the products for pushing their children into sexual conversations and even suicide. The legislation from Sens. Josh Hawley, R-Mo, and Richard Blumenthal, D-Conn., follows a congressional hearing last month at which several parents delivered emotional testimonies about their kids' use of the chatbots and called for more safeguards.

"AI chatbots pose a serious threat to our kids," Hawley said in a statement to NBC News. "More than seventy percent of American children are now using these AI products," he continued. "Chatbots develop relationships with kids using fake empathy and are encouraging suicide. We in Congress have a moral duty to enact bright-line rules to prevent further harm from this new technology." Sens. Katie Britt, R-Ala., Mark Warner, D-Va., and Chris Murphy, D-Conn., are co-sponsoring the bill.

The senators' bill has several components, according to a summary provided by their offices. It would require AI companies to implement an age-verification process and ban those companies from providing AI companions to minors. It would also mandate that AI companions disclose their nonhuman status and lack of professional credentials for all users at regular intervals. And the bill would create criminal penalties for AI companies that design, develop or make available AI companions that solicit or induce sexually explicit conduct from minors or encourage suicide, according to the summary of the legislation. "In their race to the bottom, AI companies are pushing treacherous chatbots at kids and looking away when their products cause sexual abuse, or coerce them into self-harm or suicide," Blumenthal said in a statement. "Our legislation imposes strict safeguards against exploitative or manipulative AI, backed by tough enforcement with criminal and civil penalties."

"Big Tech has betrayed any claim that we should trust companies to do the right thing on their own when they consistently put profit first ahead of child safety," he continued.

Jensen Huang unveiled NVQLink at Nvidia's Washington conference on Tuesday. The interconnect links quantum processors to the AI supercomputers they require to function effectively. Nvidia is not building its own quantum computers but is positioning itself as critical infrastructure for the technology's future. Quantum processors harness principles of quantum physics to solve problems classical computers cannot address, but they need classical supercomputers to perform calculations beyond their capability and to correct the errors that naturally occur in their outputs.

Tim Costa, Nvidia's general manager of industrial engineering and quantum, said AI will be necessary for full-scale error correction. Earlier attempts to integrate quantum processors with AI supercomputers failed to deliver the speed and scale needed for fast error correction at scale. Nvidia developed NVQLink with more than a dozen quantum companies including IonQ, Quantinuum and Infleqtion and worked with national labs including Sandia, Oak Ridge and Fermi. The interconnect operates on open architecture and works across different quantum modalities including trapped ion, superconducting and photonic systems.

Costa declined to predict when quantum computing will produce meaningful commercial value, though some quantum companies estimate two to four years.