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Google is again pressuring some longtime G Suite Legacy users to move onto paid Workspace plans, warning that accounts flagged as "commercial use" could lose access to Gmail, Drive, Calendar, and other services if appeals fail. "The trouble, according to users, is that the appeals system appears about as transparent as a brick," adds The Register. From the report: A reader alerted The Register to what appears to be a new crackdown on long-standing G Suite Legacy accounts, with similar complaints now piling up on Reddit from users accused of violating Google's non-commercial use policy, despite insisting they use the accounts only for family email and personal domains. Reports have been stacking up on Reddit's r/gsuitelegacymigration subreddit from users who say their long-running personal G Suite Legacy accounts are suddenly being classified as "commercial use" accounts and pushed toward paid Google Workspace plans by May 2026. A lot of users have been through this before. Google spent part of 2022 trying to wind down free G Suite Legacy accounts, then changed course after users running family domains made enough noise. Now some of those same users are being told they have fallen outside Google's rules after all. Emails seen by The Register warn users their accounts have been "identified as being used for commercial purposes" and say Google may start suspending Gmail, Calendar, Drive, Meet, and other Workspace services if they do not either win an appeal or begin paying for Workspace subscriptions. "Please upgrade to a paid Google Workspace subscription to continue using your services. Look out for a notification regarding the appeal process in Google Admin console or email," the email reads. "If you don't take action during your 45-day appeal period, Google will begin suspending your Google Workspace core services, including Gmail, Calendar, Drive, and Meet. As a result, you will lose access to these core services and data." One wrongly-flagged user said the company reversed its decision after they filed a GDPR data request seeking evidence. Others were less fortunate, with some reporting that family-only custom domains were permanently classified as commercial despite failed appeals.

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GitHub, the world's biggest code repository and DevOps platform, fell victim to a malicious Visual Studio Code (VS Code) extension. The company's initial assessment is that only internal repositories were exfiltrated. The incident was reported by GitHub on X, with follow-up posts revealing a "poisoned VS Code extension" as the cause. The Microsoft-owned code shack continues to "analyze logs, validate secret rotation, and monitor for any follow-on activity." One GitHub post references "the attacker's current claims of ~3,800 repositories" as consistent with its investigation. This may refer to a post attributed to TeamPCP, the malware crew linked to the Shai-Hulud worm, the code for which has been published and caused widespread damage. In a post, the crew advertised GitHub's internal source code for sale, claiming around 4,000 repositories. They said it was not a ransom and if no buyer was found, they would leak the code for free. Claims like these should be treated with caution. A key concern for GitHub users is whether private repositories are at risk, either immediately or in the future if the attackers have gained a foothold into internal systems via stolen credentials. Risks include leakage of commercial code and credentials. Although best practice is not to check secrets into any repository, public or private, some organizations are less disciplined about this when repositories are private. Last month, Wiz Research discovered a remote code execution flaw in GitHub.com and GitHub Enterprise Server (the self-hosted version), which the researchers said was "remarkably easy to exploit." The vulnerability was discovered using AI. Developer reactions to GitHub's latest problems combine alarm and resignation – plus some humor. "How did the attackers find a large enough uptime window to get in?" quipped one. GitHub is in some difficulty. This compromise comes after a surge in npm attacks, many related to Shai-Hulud code, which the company has failed to prevent despite being aware of the issue since September 2025. Further, the platform has reliability issues caused in part by AI bots hoovering public code to feed large language models – problems that led HashiCorp co-founder Mitchell Hashimoto to declare GitHub "no longer a place for serious work." Another said that "the era where a developer machine with source code access also has access to meaningful security systems should be over. Internal repository access should mean nothing... GitHub compromise could happen at any time, even from GitHub themselves." Issues with cloud platforms also increase the appeal of self-hosted systems such as the open source

The Government Commercial Agency (GCA) - the UK procurement body formed from Crown Commercial Service and Cabinet Office commercial teams - is seeking greater input from customers and smaller suppliers as it develops a new version of its framework for security-focused digital and IT services. The GCA's current Digital and IT Professional Services (DIPS) framework, which runs until November 2027, is open only to buyers within the Ministry of Defence (MoD) and its 17 suppliers are mostly large defense companies and consultancies. The agency wants its replacement to be open to more buyers and suppliers, according to a procurement notice published on May 18 and linked material. The notice says that DIPS 2, which the GCA plans to run for eight years from September 2027 to August 2035, will be available to a wider group of "customers with defence and security requirements" including some outside the MoD, potentially the Home Office and Foreign Office. It has a total possible value of £2.88 billion including VAT. In a supplier engagement session held in March, the GCA said it wants to increase the participation of small and medium-sized enterprises (SMEs), which the government defines as companies with fewer than 250 staff along with turnover and balance sheet limits. It is considering having fewer lots than the six in DIPS 1 and outlined a range of options for this, including a possible lot specifically for projects worth less than £5 million. "We are learning lessons from Ukraine in terms of rapid technological development," Darren Corkindale, a deputy head for professional services in the Ministry of Defence's digital commercial service, told the session. He noted that the UK's Strategic Defence Review (SDR) is expected to include a clear focus on digital and technology including artificial intelligence, cybersecurity, and the electromagnetic domain, adding: "Never thought I'd really say this, but there's an emphasis in the SDR around transition to conflict, war readiness, war preparedness. Again, DIPS 2 needs to reflect that." The GCA plans to complete engagement with suppliers by the end of this year and publish its tender for the DIPS 2 framework in 2027. ®

A group of companies including AWS and Percona have stepped up to fund the maintenance of pgBackRest, an extension to the widely used open source database PostgreSQL, after its future was left hanging in the balance. The tool provides a backup and restore solution for the PostgreSQL RDBMS, which has become more or less ubiquitous in services offered by cloud providers including AWS, Google, and Microsoft Azure. It had been maintained for the last 13 years by David Steele, a principal architect at Crunchy Data – which provides PostgreSQL managed cloud services, Kubernetes deployments, and on-prem solutions – until June last year. At that time, cloud data analytics company Snowflake bought Crunchy Data to help provide a transactional database. A Snowflake spokesperson said: "Open source software is built on broad community participation, and we are pleased to see continued support for pgBackRest from organizations across the ecosystem. Snowflake supports a variety of open source projects, including within the Postgres ecosystem, and we look forward to continued community collaboration." Last month, Steele announced he was no longer able to maintain the project. "Since Crunchy Data was sold, I have been maintaining pgBackRest and looking for a position that would allow me to continue the work, but so far I have not been successful. Likewise, my efforts to secure sponsorship have also fallen far short of what I need to make the project viable," he said. Steele said he was hoping to continue the project, but lack of support was forcing him to consider new roles that would not leave him enough time. A group of interested companies have now banded together to fund ongoing development. "Their support means the project is no longer reliant on a single sponsor, giving pgBackRest the stability it needs for the long term," Steele said. As well as AWS and Percona, sponsors include Supabase, which provides a back-end platform built on PostgreSQL, and pgEdge, which offers open source distributed PostgreSQL. Open source consultancy and technology company Percona said thousands of organizations depend on the pgBackRest extension for backup and recovery of PostgreSQL, including customers running Percona's Expert Support for PostgreSQL. "pgBackRest has been our recommended backup solution/tool for years. When its future came into question, coordinating with other companies to keep it healthy was a straightforward decision – for our customers and for the community," said Percona CEO Peter Farkas. The group of companies, which also includes Tiger Data, creators of TimescaleDB, have committed to supporting bug fixes, feature work, and community reviews. Percona said it plans to bring a new maintainer on board who can help provide continuity in the long term. The project is also looking to recruit more sponsors and reduce reliance on a single maintainer. ®

London’s Metropolitan Police – the UK’s largest police force – asked tech companies to give officers access to private communications data over 700,000 times in 2025 alone, according to figures obtained by The Register under the Freedom of Information Act. These statistics expose the monitoring of everyday platforms like takeaway delivery services, and also show a massive surge in the force's surveillance of the users of low cost MVNO LycaMobile. Additionally, our FoI exposed the acquisition of data from encrypted messaging services designed to offer privacy. Since 2024, the Met says that it has obtained communications data (CD) from Proton’s privacy-focused mail service users 139 times. CD is not messaging content, but metadata. In Proton’s case, this could include account payment details and, in some instances, IP addresses. Although Proton did not dispute these figures, a spokesperson told us: "Proton does not transmit data directly to any foreign law enforcement agencies," adding that it operates under a “strict legal framework” so all requests must go through the Swiss authorities. Requests for data that don’t meet Proton’s legal and human rights requirements are refused, which it has an "established practice" of doing, according to the spokesperson. The Met also claims that it has acquired data results from ProtonVPN, although the non-profit says this is "highly dubious and inconsistent with our technical reality [...] because Proton VPN does not log user activity, there is no data to provide," referring El Reg to its transparency report. “We engage with every request in good faith, but we simply cannot hand over what we do not collect,” Proton said. The Met’s data also suggests encrypted messenger Signal has provided data once since 2024. But this is also, apparently, contrary to records that the non-profit holds. A spokesperson told us: “Signal collects very little data about its users to begin with and publishes the requests we respond to at signal.org/bigbrother. We have not shared any user data in response to a legal request originating from the United Kingdom.” If data was shared by Signal it could only include phone numbers, when the account was created, and when the user last accessed the platform. When queried about the denials by both Proton and Signal, the police force said it couldn’t comment on the specifics of how it acquired the data. The Met Police says that all companies “have a legal obligation” to cooperate with officials thanks to the powers of the Office for Communications Data Authorizations (OCDA). The OCDA is now a part of the Investigatory Powers Commissioner’s Office (IPCO), which monitors the select public authorities, law enforcement agencies, and government departments with the power to acquire comms data. But there’s some fog around authorizations for the police, according to Dr Bernard Keenan, a law lecturer and surveillance researcher at University College London: “When it comes to communications data and metadata, it’s seen as a less severe intrusion than intercepting or accessing the content of a message, and so while the police need an authorization to get it, the decision is delegated to designated senior officers. So it’s something that the police can do operationally, more-or-less autonomously.” Sources compromised In 2024, the year of the most recent IPCO annual report, it was found that these authorizations to all law enforcement agencies affected lawyers 219 times and journalists on 157 occasions. This came with a caveat: “Most [CD] applications relating to sensitive professionals were submitted because the individual had been a victim of a crime.” While CD does not contain message content itself, there remains a risk that contacts such as a journalist’s sources could be disclosed. Also in the report is the revelation that in 2024, 106 warrant applications were issued to specifically identify journalists’ sources, and under these separate powers, the request could also include the communications content itself. There’s no requirement to inform sensitive professionals they have been targeted in this way, and while ordinary law enforcement agencies need to seek a judge’s approval, intelligence and security spies are exempt from this. Tim Dawson, freelance organizer at the National Union of Journalists - who also convenes the International Federation of Journalists’ working group on surveillance - said: “UK legislation lays down clear guardrails for law enforcement agencies obtaining communications data, and includes protections specifically for journalists.” But he continued: “The NUJ does not consider these are sufficiently robust. More disturbingly, however, it is clear that they are sometimes ignored – just look at the cases around the attempted prosecution of Barry McCaffrey and Trevor Birney.” These two journalists were unlawfully spied on by the Met and Police Service Northern Ireland to identify the source of allegedly stolen police documents used in a documentary about paramilitary killings during the Troubles. The police had claimed that information revealed in the film had breached the Official Secrets Act. McCaffrey and Birney used judicial review [PDF] to challenge the police action and the court ruled that the searches were unlawful. 'The digital border is expanding through policing' In 2025, the number of requests sent by the Met to MVNO LycaMobile increased by almost 500 percent year-on-year, rising from 15,702 to 93,527. This drastic spike was totally absent for other British network providers such as Vodafone, O2, Three, and Lebara. Considering LycaMobile’s focus on cheap overseas calling, and the likelihood of foreign nationals using its service, concerns have been raised that this data could be used for a crackdown on immigration. Fizza Qureshi, chief executive of Migrants’ Rights Network, a charity that researches the digital hostile environment, said: “A 500 percent surge in data requests from the Metropolitan Police to a network used largely by migrants and racialized people makes clear that the digital border is expanding through policing.” This checks out, considering the Home Office recently said immigration enforcement officers can now, under the Border Security, Asylum, and Immigration Act 2025, rifle through the mouths of undocumented migrants to search for hidden SIM-cards — as part of new powers granted to seize phones and gather digital intelligence. The new powers came into force last year in December, despite legal reviews finding procedural unfairness of such searches. In 2022, a High Court ruling found the Home Office’s controversial seizure and retention of over 2,000 migrants’ mobile phones was unlawful. “Migrants and racialized people are singled out for surveillance that would never be tolerated elsewhere,” according to Qureshi. “They are treated as acceptable subjects for intrusive monitoring, from phone records to delivery routes. This marks part of a wider trend of pre-emptive criminalization of migrants and racialized people and is an enormous infringement of our right to privacy.” While a Met spokesperson denied any indication that the increase was specifically related to immigration crime, they offered a pretty milquetoast example that an increase in requests to a specific mobile operator could have been due to its increased popularity. If this were the case, Lycamobile would have needed to have grown its users from an estimated 2 million to 10 million for the surge to be consistent. LycaMobile did not respond to The Register’s queries. Additionally, Counter Terrorism Policing (CTP) – a part of the Met – started a procurement process for software for a Communication Exploitation Data Tool last year. Some of the requirements listed on the procurement notice were to process data from Uber rides and deliveries to be used for “intelligence analysis.” At the time of publication, it read: It’s understood the requirements for the project have now changed. When asked for further details, including if a supplier has been found, a CTP spokesperson told The Register: “We previously confirmed a routine tender process to procure software, however further details on systems and their use will not be made publicly available.” This is not surprising given the operational secrecy around national security tech; or, in this case, takeaway delivery surveillance. Dr Keenan explained: “It’s what the government wants the police to be doing: bringing in these capacities to synthesize multiple different data points to use them effectively and to have these powerful surveillance technologies.” The Met Police requested data from ride and food delivery services Uber, Bolt, JustEat, Deliveroo, and Dominos Pizza a sum total of 768 times in 2025. Hundreds of delivery drivers were arrested last year in a spate of immigration enforcement operations, not long after gig economy firms pledged to use facial recognition checks and fraud detection tech to clamp down on illegal working. In response to all of the findings and questions posed by El Reg, a Met spokesperson said: “Every year the Met makes thousands of requests for communications data from a wide range of companies and telephone providers. The information provided helps our officers gather intelligence, solve crimes and find missing people.” ®

Partner Content ZTE recently released its Sustainability Report 2025, highlighting the company's latest achievements in deepening Environmental, Social, and Governance (ESG) practices. This marks the 18th consecutive year that ZTE has voluntarily disclosed its annual sustainability performance to the public. The report demonstrates that in the past year, ZTE fully embraced artificial intelligence, achieving milestone progress in advancing scientific carbon reduction, accelerating global digital inclusion and industry transformation through intelligent technologies, and strengthening governance resilience. These efforts profoundly embody ZTE's responsibility and mission as a "Driver of Digital Economy". Xu Ziyang, Executive Director and CEO of ZTE, states in the report: "In the face of profound changes in the global digital economy, ZTE has unveiled its new vision, 'To lead in connectivity and intelligent computing', with greater strategic foresight and a stronger sense of responsibility. Driven by our 'Connectivity + Computing' strategy, we remain committed to our original aspiration of empowering high-quality and sustainable economic development through technology, and work with our partners to build an intelligent future that is more efficient, green, and inclusive." Strengthening Innovation and Reshaping Digital Momentum with AI ZTE continues to advance its "Connectivity + Computing" strategy, fully embracing AI under the guiding principle of "All in AI, AI for All". In 2025, the company sustained disciplined R&D investment, recording annual expenses of RMB 22.76 billion, approximately 17% of total revenue. Efforts focused on key areas such as connectivity (6G, optical communications, and IP networks), computing power, energy technology, smart terminals (such as AI-powered devices), operating systems, databases, and chips, underpinned by a core commitment to frontier technology exploration and collaborative innovation. According to the report, as of December 31, 2025, ZTE has filed approximately 95,000 global patent applications, with over 50,000 patents granted globally. In the chip sector, the company holds around 5,900 patent applications and over 3,700 granted patents. In the field of AI, it has nearly 5,500 patent applications, with nearly half of them granted. Throughout the year, the company declared and secured over 100 technology projects. Within R&D, AI tools have been widely applied, with a usage penetration rate of 79.78% among developers. The AI code generation rate reached 31.45%, and the improvement in R&D efficiency has begun to manifest. ZTE's innovation was further recognized with 11 gold awards, 3 silver awards, and 39 excellence awards from the China Patent Awards, and 31 honors from the Guangdong Patent Awards. Leading Science-Based Carbon Reduction, Paving the "Digital Green Path" ZTE has deeply integrated climate action with its development strategy, advancing the "Digital Green Path" across four key dimensions: green corporate operations, green supply chain, green digital infrastructure, and green industry empowerment, ensuring the achievement of science-based targets. For Scope 1 & 2 (operational emissions), in 2025, the company exceeded the Phase I target outlined in its 2024 Zero-Carbon Strategy White Paper. Through management measures for energy saving and technologies such as AI-based dynamic scaling and remote control, the company achieved a 46% reduction in carbon emissions compared with the base year of 2021. For Scope 3 (upstream and downstream emissions), ZTE achieved an 8.55% reduction in physical emissions intensity during the use and maintenance phase of telecom products, with a year-on-year reduction of 3.05% in absolute emissions across the full lifecycle of terminal products. For three consecutive years, ZTE has been recognized on the CDP Climate A list for its excellence in environmental governance. In terms of green operations, ZTE has established a systematic decarbonization pathway spanning energy mix optimization, refined technical energy-saving solutions, management-driven electricity saving, dual-carbon digitalization, as well as capability building and awareness enhancement. In 2025, the company completed new photovoltaic projects in Xi'an and Changsha, increasing the proportion of photovoltaic power generation with an annual generation of 39.22 million kWh. Furthermore, ZTE actively participated in green electricity trading and obtained 33,700 green electricity certificates (a total of 33.69 million kWh of electricity) throughout the year.Regarding the green supply chain, ZTE has comprehensively integrated low-carbon requirements into its SPIRE 2.0 supply chain strategy, collaborating with partners to build a technology-driven, end-to-end eco-friendly value chain that drives sustainable development across the entire industry ecosystem.In 2025, with its Xi'an Base and Changsha Base newly awarded the "National Green Factory" certification, the company now operates three national-level green factories and one provincial-level green factory. Over the past year, ZTE accelerated supply chain decarbonization by conducting dual-carbon training for 97 suppliers and performing dual-carbon audits on 158 suppliers. Furthermore, it provided guidance for 152 key suppliers (covering 50.82% of procurement spend) on completing carbon accounting and drove 83 key suppliers to participate in CDP assessments and make public disclosures.For green digital infrastructure, ZTE adopts self-developed low-power chips, advanced cooling technologies such as liquid cooling, PV applications at sites, and full lifecycle carbon footprint management to provide green digital infrastructure for the industry. By the end of 2025, the company had completed carbon footprint assessments for 240 products, achieving full coverage of all product categories.For green industry empowerment, ZTE leverages ICT technologies (such as 5G, cloud, AI, and the Digital Nebula platform) to provide digital transformation solutions for various industries, helping them achieve energy saving, carbon reduction, and quality and efficiency enhancement. A prime example is ZTE's collaboration with Benxi Tool Co., Ltd. on its smart factory initiative. Leveraging the 5G-enabled industrial Internet solution, the project successfully reduced the cumulative number of frontline operators across process steps by 20% while boosting the annual output by 1.5 times. Furthermore, the project shortened the lead time for raw material procurement by 40%, slashed the downtime due to material shortages by 50%, and cut the delivery time by 20%. These improvements significantly enhanced the overall competitiveness of this metal tool manufacturer. Advancing Tech for Good, Building an Inclusive and Equitable Society ZTE remains committed to a people-centric philosophy, striving to ensure equal communication rights and digital opportunities for communities worldwide. Providing network services to one-third of the global population, ZTE extends sustainable infrastructure and technological empowerment to every corner of the globe. From the remote heights of Baqen, Xizang, where ZTE deployed an FTTR-B all-optical network solution at the People's Hospital of the county (situated at an altitude of over 4,500 meters) to bridge the telemedicine divide, to Africa, where the company's "Signal Reach" program built 152 rural network sites in Ethiopia to bring reliable connectivity to over one million people, ZTE continues to bridge the digital divide and foster an inclusive, equitable, and intelligent digital world. ZTE regards talent as its most valuable asset, committed to building a learning organization and continuously fostering an employee empowerment ecosystem in the AI era. In 2025, the company maintained 100% employee training coverage and regularly carried out Employee Assistance Program (EAP) initiatives. In addition, ZTE successfully passed the re-assessment for the ISO 45001 system for all domestic operations and production sites, as well as for operations in 30 overseas countries. In public welfare, ZTE further strengthened its volunteer service system in 2025, with the number of employee volunteers surpassing 20,000 and more than 600 global community programs carried out during the year. Guided by its vision of "Goodwill, Everywhere", ZTE implemented tailored projects in over 40 countries, including China, India, Indonesia, Spain, South Africa, and Ethiopia, focusing on educational support, medical assistance, low-carbon environmental protection, and rural revitalization. These efforts benefited more than one million people globally, underscoring ZTE's commitment to building a more inclusive and sustainable society. Strengthening Compliance Foundations, Enhancing Governance Resilience ZTE continuously builds and improves its three-tier sustainability governance system of "Strategy—Decision-Making—Execution", proactively addressing emerging risks to ensure steady implementation of its strategic goals. In 2025, the company sustained its ISO 22301:2019 Business Continuity Management System certification, covering five manufacturing bases and major R&D centers, while also guiding major suppliers to establish BCM management systems. ZTE also sustained ISO 37001 certification for anti-bribery management systems, covering its subsidiaries and branches in 38 key countries. In addition, the company officially launched its "Cross-Border Data Compliance Service Platform for Enterprises Going Global", a one-stop solution designed to help companies tackle complex global compliance challenges. ZTE regards data compliance governance as an important part of the company's overall compliance governance framework. In 2025, the company sustained ISO/IEC 27001 (Information Security Management System) and ISO/IEC 27701 (Privacy Information Management System) certification. Alongside releasing its updated ZTE Privacy Protection White Paper, ZTE secured EU's ePrivacyseal Global certification for five of its key fixed network and multimedia products, reinforcing its world-class data protection standards. As a member of the United Nations Global Compact and the Global Enabling Sustainability Initiative (GeSI), and a key participant and one of the first Champions of the Partner2Connect (P2C) Digital Coalition initiated by the International Telecommunication Union (ITU), ZTE's ESG efforts continue to receive worldwide recognition. In 2025, the company was rated by Sustainalytics as "Low ESG Risk" for the fourth consecutive year, included in the 2025 Fortune China ESG Impact List for the fourth year, honored with "Excellence in Practice Award" from the Association for Talent Development (ATD) for the sixth consecutive year, and once again included in the S&P Global Sustainability Yearbook (China Edition) 2025. ZTE was also selected for the 2025 China's Top 100 Overseas Brands Index released by People's Daily Overseas Online and Global Yearly Brand Research Institute, and was selected as a model case in the 2025 China Corporate ESG Blue Book, and was recognized by Phoenix TV as an "ESG Communication Influence Pioneer". Looking forward, ZTE will continue to leverage its strengths in the R&D innovation and commercialization of fundamental technology, actively supporting the realization of the United Nations Sustainable Development Goals (SDGs). The company remains committed to creating long-term value for stakeholders and driving society toward a future that is more efficient, greener, smarter, and more inclusive. Download ZTE Sustainability Report 2025 here. Visit ZTE's sustainability website for more updates on their commitment to sustainability. Contributed by ZTE.

Astronomers using the James Webb Space Telescope have identified an ultra-faint galaxy seen just 800 million years after the Big Bang. The galaxy contains almost no heavy elements, shows signs of intense early stellar radiation, and could offer a rare glimpse into the first stages of galaxy formation. Phys.org reports: In a paper published in the journal Nature, a team of scientists led by Kimihiko Nakajima, an astronomer at Kanazawa University, Japan, describes how they used the telescope to study a part of the deep universe and discovered a faint galaxy called LAP1-B. "LAP1-B establishes a 'fossil in the making,' a direct high-redshift progenitor of the ancient ultra-faint dwarf galaxies observed in the local universe," they wrote. Because the galaxy is so small and distant, it would normally be impossible to see. However, it was spotted due to a phenomenon known as gravitational lensing, in which a massive cluster of closer galaxies acts like a giant magnifying glass, boosting the light from LAP1-B by 100 times. The scientists realized that most of the light from the galaxy wasn't coming from the stars, but from glowing clouds of gas. They analyzed this light by splitting it into a spectrum and studying the emission lines, which revealed the chemical composition of the gas. They found that the galaxy contains almost no heavy elements, and its oxygen abundance is about 240 times lower than the sun's, making it one of the most primitive star-forming galaxies ever observed. The emission lines also revealed intense ionizing radiation, which is what scientists expect to see from the first generation of stars. The team also measured an elevated carbon-to-oxygen ratio. This matches the predicted chemical signature for the first star explosions in history from Population III stars, the first stars to exist in the universe. The stars we see today are Population I stars, which formed later and contain more heavy elements. Another fascinating finding is that, after measuring the gas's motion and speed, the researchers concluded that the galaxy is held together by a massive cloud of invisible dark matter.

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American outfit Varda Space Industries thinks it’s a little closer to operating factories in space after successfully landing its latest test craft. Varda won the USA’s first-ever license to first license fly uncrewed spacecraft that reenter the Earth's atmosphere. The company wants to do this so it can build small craft that include manufacturing facilities that create products it’s only possible to make in microgravity - mostly pharmaceuticals - and figures that the relatively cheap launch services offered by private launch companies will make orbital factories economically viable. Spacecraft are not cheap to build, and the cost rises if they include equipment to slow from orbital speeds before reaching Earth’s atmosphere. Crewed craft can be more expensive still. And humanity just doesn’t have a lot of capacity to schlep stuff home from space. In March, Varda therefore launched a capsule called the W-6 that it hoped would survive re-entry at hypersonic speeds, and do so using an autonomous navigation system “that uses onboard imagery to identify resident space objects, including stars and low Earth orbit satellites, to determine precise vehicle position.” The company reckons that represents “a critical step toward fully autonomous navigation for hypersonic and reentry vehicles.” The craft also carried one nose tile that included samples of advanced thermal protection materials, another two tiles equipped with sensors to record data NASA will use to learn about hypersonic re-entry and the materials that make it possible. Thermal performance matters because if you go to all the trouble of launching an orbiting factory if the product made in space gets cooked during re-entry. It all seems to have worked because the capsule touched down as planned on Monday. Varda hasn’t said much about the state of the W-6’s capsule and its interior when it landed but has celebrated the flight as “another demonstration that frequent, low-cost, reliable return is easily accessible.” The W-6 landed at the Koonibba Test Range in South Australia, whose operator Southern Launch celebrated the fact this is the fourth capsule to land in the patch of remote bushland it tends in the last twelve months. ®

PaaS platform Railway says Google temporarily suspended its account on Wednesday without cause, inducing a major outage. Railway automates code deployment by taking a GitHub repo and doing all the work needed to get it running from the cloud. It’s struggled to do that for the last few hours and the company’s status page tells the sad tale, starting with an update time-stamped May 19, 22:29 UTC that said the company is “investigating a widespread service disruption” that meant “Users may be experiencing errors including ‘no healthy upstream’, ‘unconditional drop overload’, login failures, and inability to access the dashboard.” Angelo Saraceno, a solutions engineer for Railway, told The Register the company noticed a problem at around 22:00 UTC. He said the company’s resources appeared to have been deleted and appeared not to exist. Google has since explained it suspended the account, making Railway’s resources invisible. “Our contacts at Google were confused, customers are irate,” he added. We are livid and still trying to get all the details Ironically, in 2024 Railway decided to shift much of its infrastructure into colocation services after Google “caused a multitude of problems that have posed an existential risk to our business.” Those problems resurfaced in 2025 after more trouble at Google Cloud that again impacted Railway’s services. But Railway kept its control plane in Google Cloud and still has a dependency on databases that run there. Those resources see it spend an eight-figure sum each year. Yet Saraceno said when this incident commenced, it took an hour for Google’s support team to engage. “We are livid and still trying to get all the details,” he said before advancing a theory that Railway somehow triggered an enforcement rule. Railway’s status page says that as of 22:43 UTC the company “escalated this directly with Google.” Oh, to have been a fly on the wall during that escalation! Railway’s most recent status update, at the time of writing, is an 03:05 May 20 missive that states “More workloads are coming back online. Some users may still experience intermittent issues during the recovery. Non-enterprise deploys remain paused; enterprise deploys are unaffected.” The Register has contacted Google to ask if and why it blocked Railway’s account. You know the drill: We will update this story if we receive more than corporate platitudes. Cloud providers might rightly block a customer’s account over unpaid bills or inappropriate use – but usually do so after giving fair warning. Railway told us this incident came out of the blue. Google has form taking down customers without cause: In 2024 it infamously wiped out all rented infrastructure used by Australian pension fund UniSuper. Railway’s status page includes apologies to its customers, despite the problem being at Google’s end. “Our customers don’t care if it is Google,” Saraceno said. “We have to own our uptime.” ®

An anonymous reader quotes a report from NPR: Minnesota Gov. Tim Walz has signed the nation's first law banning prediction market sites from operating in the state, and in response, the Trump administration has sued, teeing up a legal battle over the most far-reaching crackdown on popular services like Kalshi and Polymarket. It comes as states confront a growing standoff with the Trump administration over how to regulate the industry, which allows people to bet on virtually anything. The new state law makes it a crime to host or advertise a prediction market, which it defines as a system that lets consumers place a wager on a future outcome, like sports, elections, live entertainment, someone's word choice and world affairs. The prohibition extends to services supporting prediction markets, like virtual private networks, that could allow consumers to disguise their location and get around the ban. It would force prediction market sites like Kalshi and Polymarket to leave the state, or face possible felony charges. The law takes effect in August. The law has a carve-out for event contracts that serve as an insurance policy in the event of "harm, or loss sustained" and for the purchase of securities and other commodities. The Commodity Futures Trading Commission's lawsuit seeks to block the law before it starts, arguing the prediction market industry should be exclusively regulated by federal officials. "This Minnesota law turns lawful operators and participants in prediction markets into felons overnight," said CFTC Chairman Michael Selig. "Minnesota farmers have relied on critical hedging products on weather and crop-related events for decades to mitigate their risks. Governor Walz chose to put special interests first and American farmers and innovators last." An updated version of the prediction market bill allows trading on weather, an exception that followed pushback from the agricultural industry, which has historically used futures trading on weather as a hedge against storms and other inclement weather that can affect a harvest. Walz is expected to sign it soon. "We as a state should decide how best and what regulations we think should attach to gambling, to protect public safety, to protect our kids," said Minnesota Rep. Emma Greenman, the Democrat who introduced the measure. Kalshi spokeswoman Elisabeth Diana called the ban a "blatant violation" of the law. "Minnesota banning prediction markets is like trying to ban the New York Stock Exchange," said Diana, adding that "this actively harms users because it reduces competition and drives activity offshore."

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The wave of layoffs attributable to the adoption of AI has washed up on the shores of New Zealand, which has announced an overhaul of its public service that will see the technology become a “basic expectation” for government agencies and help to make it possible to sack 9,000 staff - about 14 percent of current headcount. Finance Minister Nicola Willis announced the job cuts yesterday, in a speech that saw her bemoan the fact that New Zealand’s government comprises 39 departments and ministries, and compared that to the 16 in Australia and 24 in the UK. She characterized the nation’s public service as “scared of AI, slow to move to the cloud” and said it operates a “complex and fragmented set of overlapping IT solutions.” “Our government is as frustrated as you are by the fragmentation and silos, the complexity, the status-quo thinking and the dangerously slow take up of digital and AI technologies,” she added. Aotearoa’s answer is to task its Chief Digital Officer “to embed AI deployment as a basic expectation for all public entities.” Minister Willis mentioned a “recent trial of an AI scribe tool in hospital emergency rooms which has reduced the amount of time clinicians have to spend on file notes and increased the time they spend with patients” as an example of the sort of thing she hopes to replicate. She said the planned overhaul will therefore “reduce the number of government departments, increase the use of AI and other digital tools, and deliver significant savings.” The government plans to cap departmental budgets and says that combined with redundancies it will save NZ$2.4 billion ($1.4 billion) over four years – less than one percent of all core government spending. Plenty of tech companies have made substantial redundancies that they justify as necessary to create an appropriate workforce for the age of AI, an explanation we’ve seen deployed to explain deep cuts at Cisco, Cloudflare, Atlassian, Meta, and Arctic Wolf. Few governments have done likewise, but one early high-profile effort – the Elon-Musk-led “Department of Government Efficiency” – hoped to use AI to improve government operations but left behind little evidence it had succeeded. New Zealand is blessed with many resources and extraordinary natural beauty, but has a modest tax base – yet residents expect a high level of government services. Minister Willis’s plan is therefore a very big bet on AI. ®

Anthropic is acquiring Stainless, a maker of software development tools that counts rivals OpenAI and Google as clients. The deal, reportedly for more than $300 million, demonstrates Anthropic's continued interest in exercising greater control over the AI technical stack and suggests that speculation about the commodification of models is on the mark. Frontier models will not be so strong that they serve as a moat or barrier to competition, but the tooling and workflow around those models should provide some cover. Anthropic has made several recent acquisitions that give it more say in the software that orchestrates model input, output, and tool calls. In December, it snarfed Bun, a JavaScript runtime, package manager, and test runner. Two months later, it bought Vercept, a company focused on AI-mediated computer usage. In April, it admitted healthcare AI startup Coefficient Bio into the fold. Enter Stainless. "Hundreds of companies rely on Stainless to generate SDKs, CLIs, and MCP servers – the libraries, command-line tools, and connectors that let developers and agents use an API," Anthropic said in its announcement. "Stainless turns an API spec into SDKs across TypeScript, Python, Go, Java, Kotlin, and more." SDKs are sticky. Whoever ships the cleanest one wins the long tail of developer mindshare One of those hundreds of companies is OpenAI – its Python, Node, Java, Go, and Ruby clients are based on SDKs generated by Stainless. With Stainless now planning to shutter its platform on September 1, 2026, OpenAI and other industry customers will have to shoulder the burden of maintaining existing SDKs and find equivalent tools elsewhere. It should be noted that OpenAI in March agreed to acquire Python tool maker Astral, one of six such deals this year. So far, the Astral acquisition hasn't affected the ability of Anthropic or developers to use Astral's tooling. Jan Schmitz, who runs AI analytics biz BrightBean, described the Stainless acquisition as both offensive and defensive. "By acquiring the SDK infrastructure used across the industry, Anthropic gets visibility into how competitors evolve their APIs, even if only through generator usage patterns, and it gains the ability to set the pace on integration tooling," he said in a blog post. "The defensive read: If OpenAI or Google had bought Stainless first, the damage to Anthropic’s developer ecosystem would have been worse. SDKs are sticky. Whoever ships the cleanest one wins the long tail of developer mindshare." Schmitz also argues that Anthropic sees value in controlling the MCP standard that it proposed and promoted. "The pattern looks like this: Control the standard by giving it away, then control the implementation by owning the toolchain," he said, noting that Google followed that playbook with Kubernetes and then making GKE the leading managed version. ®

BrianFagioli shares a report from NERDS.xyz: Plex is raising the price of a new Lifetime Plex Pass from $249.99 to $749.99 on July 1. That's a $500 increase for media server software. Plex says it needs the money for "long-term development" and future features, but a lot of self-hosting folks are already wondering if this is basically a soft way of killing the Lifetime option without officially removing it. At nearly $750, are people just going to move to Jellyfin instead? As for those future improvements, Plex said the roadmap includes better downloads support, restored music and photo library support in mobile apps, NFO metadata support, IPv6 support, playlist editing on mobile, audio enhancements, and transcoding improvements.

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Google is warning some long-time G Suite Legacy users that they must start paying for Workspace subscriptions or lose access to Gmail, Drive, Calendar, and other core services, after the company flagged their accounts as "commercial use." A reader alerted The Register to what appears to be a new crackdown on long-standing G Suite Legacy accounts, with similar complaints now piling up on Reddit from users accused of violating Google’s non-commercial use policy, despite insisting they use the accounts only for family email and personal domains. Reports have been stacking up on Reddit’s r/gsuitelegacymigration subreddit from users who say their long-running personal G Suite Legacy accounts are suddenly being classified as “commercial use” accounts and pushed toward paid Google Workspace plans by May 2026. A lot of users have been through this before. Google spent part of 2022 trying to wind down free G Suite Legacy accounts, then changed course after users running family domains made enough noise. Now some of those same users are being told they have fallen outside Google’s rules after all. Emails seen by The Register warn users their accounts have been "identified as being used for commercial purposes" and say Google may start suspending Gmail, Calendar, Drive, Meet, and other Workspace services if they do not either win an appeal or begin paying for Workspace subscriptions. "Please upgrade to a paid Google Workspace subscription to continue using your services. Look out for a notification regarding the appeal process in Google Admin console or email," the email reads. "If you don’t take action during your 45-day appeal period, Google will begin suspending your Google Workspace core services, including Gmail, Calendar, Drive, and Meet. As a result, you will lose access to these core services and data." In a statement to The Register, a Google Workspace spokesperson said: "G Suite legacy free edition is intended for personal non-commercial use. If users are identified as commercial users, we are enforcing our existing policy and helping them transition to a Google Workspace subscription. Anyone who believes their account has been identified as being used for commercial purposes in error can file an appeal." The trouble, according to users, is that the appeals system appears about as transparent as a brick. One Reddit user said their appeal was initially denied despite "none" of the account activity being commercial. After filing a GDPR subject access request asking Google to provide evidence of business use, the user said the company abruptly reversed course the following day and restored the account. Others say they were not so lucky. One UK-based user whose appeal failed accused Google of relying on vague "signals" data and effectively trapping users into accidentally linking personal accounts to business activity. Another said their family-only custom domain, used solely for relatives’ email accounts and with no commercial activity, was permanently classified as business use despite an appeal. Some users suspect the enforcement may be tied to custom domains that have at some point been associated with public business listings, websites, or Google Business profiles. Google has not explained what specifically triggers the bans. The move also lands days after Google quietly began testing a 5 GB storage cap for some users who decline to add phone numbers to their accounts, suggesting the company’s definition of "free" continues to come with increasingly creative terms and conditions. ®

Google is giving its iconic search box its first major redesign since 2001. The new design incorporates, you guessed it, artificial intelligence, "getting bigger and more interactive so that people can ask even longer questions and upload photographs and videos into queries," reports the New York Times. "In addition, people can ask follow-up questions with a chatbot on Google's main search page." From the report: The company will also offer digital assistants, known as agents, to automate searches so that someone who may be apartment hunting can be notified of a new listing without opening a real estate site like Zillow. The search features will be powered by a new artificial intelligence model, Gemini 3.5 Flash. Google said the model had improved on creating software code and performing autonomous tasks, worked faster and was less expensive to run than comparable models. [...] Google is also bringing one of A.I.'s biggest breakthroughs -- software coding -- to search. When people research complex topics like astrophysics, Gemini can build interactive graphics and simulations behind the scenes to provide a deeper answer than its previous listing of websites. Google said it was introducing an alternative to the agents powered by Anthropic's Claude Code and OpenAI's Codex. Called Gemini Spark, the service is embedded in Gmail, Docs and other Google products, where it can turn meeting notes spread across emails and chats into a single document. It can also read and draft emails. "The open web is on its way out," says Richard Kramer, a financial analyst with Arete Research. "With A.I., Google is reducing everyone to raw data providers."

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Microsoft seized websites and took down hundreds of virtual machines running a cybercrime service that allegedly sold code-signing certificates to ransomware gangs, thus making their malware look like legitimate software – and allowing criminals to infect thousands of machines in the US, including at least 12 owned and operated by the Windows giant. The malware signing-as-a-service operation called Fox Tempest has been around since May 2025, and abuses Microsoft’s Artifact Signing code-signing service. This service allows developers to digitally sign their software applications, signaling to the Windows operating system and end-user that the software is authentic, and hasn’t been tampered with. Since May 2025, the Fox Tempest crew – referred to as John Doe 1 and 2 in court documents unsealed on Tuesday – used fake identities and impersonated real organizations, allowing them to create more than 580 fraudulent Microsoft accounts. They then used these accounts to abuse Microsoft’s Artifact Signing service and obtain real code-signing credentials, then sold the code-signing certificates to other criminals for thousands of dollars. According to Microsoft, Fox Tempest’s customers included a ransomware group Redmond tracks as Vanilla Tempest (aka Vice Spider, Vice Society, Rhysida), which allegedly used the certificates to digitally sign malware and make it appear legitimate to Windows and users. This also allowed the ransomware slingers “to more easily deploy the malware onto the computers of unsuspecting victims without their consent,” according to the court documents [PDF]. Malware included Windows backdoor Oyster, infostealers Lumma and Vidar, and Rhysida ransomware. Vanilla Tempest “unlawfully accessed victims’ computers and devices, exfiltrated and stole the personal and confidential information of victims, deployed ransomware designed to encrypt victims’ files and systems, and extorted victims by demanding payment in exchange for restoring access to, or suppressing, their data,” the civil complaint continues, adding that the criminal activity remains ongoing. In a subsequent blog post, Microsoft Digital Crimes Unit attorney Steven Masada said the tech company's investigation “further linked Fox Tempest to various additional ransomware affiliates and families, including INC, Qilin, Akira, and others.” Between February and March, the Digital Crimes Unit (DCU), working with “a cooperating source,” anonymously bought and tested the code signing service from John Doe 2, aka SamCodeSign. “These test purchases allowed DCU investigators to observe first-hand how Fox Tempest Defendants operate the service, the information a purchaser is provided, and the instructions given by SamCodeSign to connect to the service and sign the test software created by Microsoft,” the court documents say. “Additionally, the test purchases allowed DCU to identify cryptocurrency wallets used by Fox Tempest Defendants.” During the first test purchase, the source filled out a Google Form asking them to select how quickly they needed the certificates. Standard costs $5,000, while priority runs $7,500 and expedited carries a hefty $9,500 price tag. SamCodeSign then sent a direct message to the source and requested the $7,500 payment to be sent to a bitcoin wallet, according to screenshots (translated from Russian) in the court documents. After the source paid up, SamCodeSign sent instructions on how to access the virtual machine and complete the code signing process. “Microsoft has identified thousands of customer machines, including more than a dozen machines owned and operated by Microsoft, in the United States that have been impacted by malware signed with certificates originating from the tenants created by Fox Tempest Defendants,” the complaint says. ®

The back-of-house AI system that Pizza Hut has mandated its restaurants to adopt has been so poorly received by some franchisees, that one is using the company for $100 million in losses tied to the technology. Put that in your crust and stuff it! Chaac Pizza Northeast, a franchisee with around 111 Pizza Hut locations in New York, New Jersey, Maryland, Washington DC, and Pennsylvania, filed a complaint in the Business Court of Texas earlier this month accusing the Hut of breaching its franchise agreement by mandating Chaac adopt restaurant management AI from Dragontail, a provider of AI-powered food delivery software. What was supposed to be a platform that would unify multiple kitchen systems under one AI-managed umbrella allegedly turned out to be a disaster for Chaac, which claims it was a leader among Pizza Hut franchises on metrics like delivery speed and rack time (i.e., the time between a pizza leaving the oven and leaving the store for delivery) prior to forced Dragontail adoption. Pizza Hut parent company Yum Brands purchased Dragontail in 2021. “With the intention to improve efficiency and service to the customer, Dragontail did the exact opposite; it caused significant delays and pummeled consumer satisfaction,” the lawsuit filing states. Chaac further alleged that Pizza Hut didn’t provide promised Dragontail support, and refused to allow Chaac to step back its use of the product, “causing cascading operational breakdowns and customer dissatisfaction.” Chaac admits it might be a bit of a special case, however, because of its particular business model: The company’s Pizza Hut locations don’t have a dining room, instead exclusively offering carry out and delivery services. Chaac also doesn’t employ its own drivers, instead relying on DoorDash to handle its deliveries. Before Dragontail’s implementation, staff at Chaac Pizza Huts had to input pickup requests into a DoorDash tablet, according to the lawsuit, which would handle getting the delivery order to a driver. Centralizing all of the order-to-delivery pipeline under one product meant that DoorDash gained visibility into the entire pizza making process. On one side that makes things more efficient, as the complaint explains. “This access allowed DoorDash to know when the pizzas went into the oven and were ready for pick-up, and when other pizza orders would be ready for pick-up,” the suit states - not bad if that means drivers aren’t sitting around waiting. In practice, however, that’s not what happened. Drivers were able to see whether additional orders would be up soon, meaning many of them would grab one order and simply wait 15 minutes for another, meaning the first order was invariably late and cold by the time it got to a customer. DoorDash drivers were also able to see any pre-paid tips on the order and whether an order was paid in cash. In many cases, drivers would decline tipless and cash orders. “These issues, arising out of DoorDash’s visibility, caused a disruption in orderly delivery and significantly slower delivery times,” the suit claimed, adding that the changes ultimately benefited DoorDash at Chaac’s expense. “The damage was not abstract,” the suit continued. “Chaac suffered lost revenue, lost profits, loss in enterprise value, business interruption, and erosion of goodwill and customer relationships” as a result of Dragontail adoption. According to the lawsuit, loss of business and enterprise value due to the forced adoption of kitchen management AI caused is in excess of $100 million, which Chaac is demanding as recompense. It’s not difficult to find examples online of Pizza Hut employees complaining about Dragontail. Multiple Reddit threads from inside the 2020-2024 implementation period contain examples of employees describing dissatisfaction with the software. Several commenters note, as Chaac did in its lawsuit, that Dragontail took control out of the hands of its kitchens and put it in the hands of AI. “Dragontail’s integration with kitchen workflow and aggregator dispatch predictably stripped Chaac’s managers of operational control, introduced delays, and invited stacking and other algorithmic behaviors that slowed production and delivery,” the lawsuit argues. Pizza Hut has been struggling in recent years, with Yum closing hundreds of locations so far this year in the midst of a turnaround effort that included initiatives like adding Dragontail to the struggling brand’s locations; the company didn’t respond to questions for this story. Whether this’ll be another nail in Pizza Hut’s coffin or just a bump in the road will be up to a judge to decide. ®

An anonymous reader quotes a report from Inside Climate News: A proposed merger of the largest utility in the country by market value, NextEra Energy, with the sixth-largest, Dominion, would create a megacompany at a time when data centers and rapid increases in electricity demand are reshaping the industry. The proposal, announced Monday morning and contingent on state and federal regulatory approval, would result in a company that leads in nearly every aspect of the US power and utility industry, including overall electricity generation, natural gas generation, and renewables. The $67 billion deal combines NextEra's size and reach with Dominion's positioning as the local utility for the world's largest concentration of data centers in northern Virginia. But the results are likely bad for consumers and the environment, creating a company with enormous financial and political strength that will be difficult to effectively regulate, according to consumer advocates and analysts. For perspective, only Exxon Mobil and Chevron would be larger based on market value among US-based energy companies. "Mergers are not about consumers; they're about shareholders," said Ari Peskoe, director of the Electricity Law Initiative at Harvard Law School. "For the Dominion shareholders, they are selling their shares at a premium. The executives are getting massive payouts for facilitating this, assuming it all goes through, and obviously NextEra believes the transaction is going to add value to the company. Ratepayers are all an afterthought." The deal makes financial sense for both companies, said Andrew Bischof, an equity analyst for Morningstar. "We view the transaction as allowing NextEra to accelerate its data center ambitions, which had trailed those of its regulated peers, by using Dominion's expertise and relationships to expedite NextEra's data center hub plans," he said in a note to clients. NextEra, based in Juno Beach, Florida, includes Florida Power & Light, the largest regulated electricity utility in the state, and NextEra Energy Resources, a wholesale electricity supplier that owns power plants across the nation. Dominion, based in Richmond, Virginia, includes regulated utilities serving much of Virginia, parts of North Carolina and South Carolina, and other assets across the country. The company would be called NextEra Energy, and NextEra CEO John W. Ketchum would serve in the same role after the deal closes. Robert M. Blue, Dominion's CEO, would be the CEO for regulated utilities for the merged company. The parties said they expect regulatory approvals to take 12 to 18 months. NextEra shareholders would own 74.5 percent and Dominion shareholders would own 25.5 percent, respectively, of the combined company in the all-stock transaction. "We are bringing NextEra Energy and Dominion Energy together because scale matters more than ever -- not for the sake of size, but because scale translates into capital and operating efficiencies," Ketchum said in a statement. Although the companies claim the deal would produce savings, including $2.25 billion in Dominion customer bill credits, former regulator Marissa Paslick Gillett said she was "flabbergasted by the tone deafness," arguing that major utility mergers rarely deliver the promised "synergies" and often create "a behemoth" that is harder to regulate. Others warned that a larger NextEra could use its political power "to the disadvantage of ratepayers," while climate advocates said expanding methane gas plants to serve data centers would worsen pollution and leave vulnerable communities "at the short end of the stick."

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Sundar Pichai, CEO of Google and doting parent company Alphabet, opened its Google I/O developer conference with a celebration of token and capital expenditures. Tokens are the basic data exchange unit of AI models and Google has vastly increased its token processing to accommodate internal and external demand for AI inference. Two years ago, Pichai said, Google handled 9.7 trillion tokens per month. Last year, it was 480 trillion per month. Currently, the Chocolate Factory handles 3.2 quadrillion tokens per month. "Now some out there might call this tokenmaxxing and there's probably some truth to it," said Pichai. "I still think it tells an important story about our products and how others are building as well, especially our developers." Pichai said over 8.5 million developers are building applications using Google's Gemini model family monthly, using about 19 billion tokens per minute in API calls. And over the past 12 months, more than 375 customers have consumed more than 1 trillion tokens each – an indication there's some demand for AI among businesses. That token processing is possible because of the vast capital expenditures Google has made in datacenters and compute capacity, and TPU hardware. "Supporting all of this at scale for our users while also serving enterprises and developers around the world requires massive investments in infrastructure," said Pichai. "And we've been investing for today and for the future. In 2022, we were spending $31 billion annually in capex. This year, we expect that number to be about six times that, approximately 180 to 190 billion dollars." Demis Hassabis, co-founder and CEO of Google DeepMind, took a turn on stage to provide an update on Google's progress toward AGI – artificial general intelligence – that ill-defined point when AI models perform some set of tasks as well as a human. Gemini Omni, Hassabis suggested, is a step in that direction. It can, he said, "create anything from any input," meaning digital stuff as opposed to atomic replication. "It combines Gemini's intelligence with the best of our generative media models for a new level of world understanding, multimodality and editing," he explained. Gemini Omni combines video, image, and interactive simulation capabilities of models like Veo, Nano Banana, and Genie with physics modeling, so projects accurately depict object interactions involving kinetic energy and gravity. The first model in that family, Gemini Omni Flash, is now available. Pichai returned to announce an expansion of SynthID, Google's AI watermarking technology. Google, he said, will support C2PA content credentials verification across its products, to help people distinguish between content created by AI and by a camera, and to tell whether it has been edited with Google Photos. "We are expanding both SynthID and content credentials verification to Search and Chrome," said Pichai. "You can simply circle to search or right-click in Chrome and ask, 'was this generated with AI?' and you'll get a clear response along with other helpful context." To help make this technology more broadly useful, Google said OpenAI, Kakao and ElevenLabs have decided to adopt SynthID. Pichai went on to announce the next generation of its Gemini model family, Gemini 3.5 Flash. "When compared to 3.1 Pro, Flash is better across the board, in almost all benchmarks," he said, adding that the model has made "huge progress in coding," one of the more remunerative use cases for AI models presently. One of the major selling points of Gemini 3.5 Flash is that it offers comparable performance to other frontier models, but much faster. The model manages about 289 tokens per second, about 4x more than other frontier models, Google claims. Those using Google's coding harness Antigravity can look forward to even greater speed gains. "We've optimized Flash to be not just four times, but 12 times faster in Antigravity," said DeepMind engineer Varun Mohan, adding that the 2.0 release of Antigravity is out now. The other major selling point is price. "Top companies in Google Cloud are processing about 1 trillion tokens a day," said Pichai. "If they shifted 80% of their workloads from other frontier models to 3.5 Flash, they'd save over $1 billion annually." Gemini 3.5 Flash is also making its presence known in the Google Gemini app and in Search through its integration with Gemini Spark, an agent service. "It's your personal AI agent that helps you navigate your digital life, taking action on your behalf and under your direction," Pichai explained. "It runs on dedicated virtual machines on Google Cloud. And it's 24/7." Based on Gemini 3.5 Flash, with an assist from the Antigravity harness, Spark can perform long-running tasks in the background, presumably without incurring a huge token bill. Spark will be able to connect to other tools – Google apps initially like Gmail and Chat, then third-party tools via MCP. Chrome integration, which will enable agentic browsing, is planned for later this summer. Josh Woodward, VP of Google Labs, Gemini and AI Studio, described how he used Spark to arrange a block party, emailing neighbors, recording their responses in a spreadsheet, and creating a slide deck. This is rolling out now to trusted testers and to Google AI Ultra subscribers in the US next week. Spark's arrival coincides with a new $100/month Ultra plan tier and the deflation of the top Ultra tier from $250/month to $200/month. Pichai offered up one of his timeworn phrases – "It's still the early days when it comes to making agents easy to use, super secure, and truly helpful" – to gloss over the security and privacy implications of AI agents acting on user data and applications without supervision. Then he handed off to Liz Reid, VP of Search, who proceeded to detail further AI incursions into Google's Search service. Gemini 3.5 Flash, she said, has become the default model for AI Mode. And the Search box itself has been redesigned to surface AI-based suggestions and to facilitate inputs from modalities other than text, such as images, files, videos, and Chrome tabs. The biggest change is Search Agents, which like Gemini Spark will be accessible from Search and will run while you're away from the keyboard. "You can set information agents to work for you 24/7 in the background," said Reid. "They can find you exactly what you need, exactly when you need it, and help you take action. You can spin up multiple agents in search simultaneously to get updated and make progress on all those things that matter to you." Google is also taking a page from Anthropic by offering code-based interactive widgets or mini-apps on demand. Search users will be able to create dynamic layouts, charts, graphs, and the like through the integration of Gemini 3.5 Flash and Antigravity in a containerized environment. This generative UI capability is rolling out this summer. Expect Google's token expenditures to continue to grow, along with pressure to purchase subscriptions to pay for the agentic labor. ®

OpenAI co-founder Andrej Karpathy has joined rival AI lab Anthropic. "The hire is a major coup for Anthropic in the high-stakes competition for elite AI talent -- and another sign the company is emerging as a magnet for some of the industry's most respected technical minds," reports Axios. From the report: Karpathy will start this week on Anthropic's pre-training team, which is responsible for the massive training runs that give Claude its core knowledge and capabilities, according to Anthropic. Karpathy will help launch a new team focused on using Claude itself to accelerate pretraining research -- an increasingly important frontier as AI companies race to automate parts of AI development. "I think the next few years at the frontier of LLMs will be especially formative. I am very excited to join the team here and get back to R&D," Karpathy said in a post on X. Karpathy is a rare AI figure with credibility across research, industry and education. He was a founding member of OpenAI before serving as Tesla's director of AI, where he led the computer vision team behind Autopilot. Karpathy coined the term "vibe coding" and recently described himself as being in a "state of AI psychosis" since December -- embracing "tokenmaxxing" and aggressively stress-testing frontier models.

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