New analysis by MIT Technology Review reveals AI's rapidly growing energy demands, with data centers expected to triple their share of US electricity consumption from 4.4% to 12% by 2028. According to Lawrence Berkeley National Laboratory projections, AI alone could soon consume electricity equivalent to 22% of all US households annually, driven primarily by inference operations that represent 80-90% of AI's computing power. The carbon intensity of electricity used by data centers is 48% higher than the US average, researchers found, as facilities increasingly turn to dirtier energy sources like natural gas to meet immediate needs. Tech giants are racing to secure unprecedented energy resources: OpenAI and President Trump announced a $500 billion Stargate initiative, Apple plans to spend $500 billion on manufacturing and data centers, and Google expects to invest $75 billion in AI infrastructure in 2025 alone. Despite their massive energy ambitions, leading AI companies remain largely silent about their per-query energy consumption, leaving researchers struggling to assemble what one expert called "a total black box."

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The U.S. trade deficit persists due to fundamental macroeconomic imbalances rather than just export shortfalls, according to Federal Reserve Bank of New York economist Thomas Klitgaard. His analysis shows the deficit reflects a persistent gap between domestic saving and investment spending, with the U.S. borrowing from foreign sources to fund domestic investment when savings fall short. This macroeconomic reality means targeting specific trade categories won't resolve the overall imbalance -- even when the petroleum deficit disappeared by 2019 due to increased domestic production, the total trade deficit grew to $441 billion, consistent with a widening saving gap. Bureau of Economic Analysis data reveals household saving has remained below pre-pandemic levels as consumers spend down accumulated savings from 2020-21, while business saving has remained relatively stable. Reducing the deficit would require significant macroeconomic adjustments, including higher domestic saving or reduced investment spending, which studies indicate would likely cause economic pain as demonstrated during the 2008 recession.

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Sam Altman, OpenAI's chief executive, said Wednesday his firm was paying $6.5 billion to buy io, a one-year-old start-up created by Jony Ive, a former top Apple executive who designed the iPhone. From a report: The deal, which effectively unites Silicon Valley royalty, is intended to usher in what the two men call "a new family of products" for the age of artificial general intelligence, or A.G.I., which is shorthand for a future technology that achieves human-level intelligence. The deal, which is OpenAI's biggest acquisition, will bring in Mr. Ive and his team of roughly 55 engineers, designers and researchers. They will assume creative and design responsibilities across OpenAI and build hardware that helps people better interact with the technology. In a joint interview, Mr. Ive and Mr. Altman declined to say what such devices could look like and how they might work, but they said they hoped to share details next year. Mr. Ive, 58, framed the ambitions as galactic, with the aim of creating "amazing products that elevate humanity."

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Microsoft is introducing a new "Cross Device Resume" feature for Windows 11, enabling app developers to let users seamlessly continue activity between devices in a manner closely mirroring Apple's Handoff for Macs and iPhones. Unveiled at Build 2025 during a session titled "Create Seamless Cross-Device Experiences with Windows for your app," the feature was demonstrated -- before the session was quietly edited to remove this segment -- by showing Spotify playing a song on an Android phone, then surfacing the Spotify app in the Windows taskbar with a phone icon; clicking this launches Spotify on the PC at precisely the same point in the app as on the phone, preserving playback position for uninterrupted use.

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An anonymous reader shares a report: Meta is expanding the ranks of its lowest-rated employees in mid-year performance reviews, a move that could lead to more performance-based cuts. Meta is telling managers to put more employees in "Below Expectations", the lowest performance bucket during this year's mid-year performance reviews, according to a memo shared on Meta's internal forum on May 14, which was viewed by Business Insider. For teams of 150 or more, Meta wants managers to put 15-20% of employees in the bottom bucket compared to 12-15% last year. The expanded range includes employees who have already left the company as part of "non-regrettable attrition", Meta's term for staff considered non-critical to operations, including those who resigned or were dismissed for underperformance. The mid-year performance review process is "an opportunity to make exit decisions", according to the memo. It added that "there will be no company-wide performance terminations, unlike earlier this year," and leaders are expected to manage the performance of their reports.

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Google co-founder Sergey Brin candidly addressed the failure of Google Glass during an unscheduled appearance at Tuesday's Google I/O conference, where the company announced a new smart glasses partnership with Warby Parker. "I definitely feel like I made a lot of mistakes with Google Glass, I'll be honest," Brin said. He noted several key issues that doomed the $1,500 device launched in 2013, including a conspicuous front-facing camera that sparked privacy concerns. "Now it looks like normal glasses without that thing in front," Brin said of the new design. He also blamed the "technology gap" that existed a decade ago and his own inexperience with supply chains that prevented pricing the original Glass competitively.

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Amazon customers are suddenly getting refunds for products they purchased and returned as far back as 2018, along with apologies from the online retailer after it discovered "unresolved" issues. From a report: The precise scope of the refunds issued isn't clear but executives hinted it may be hundreds of millions of dollars. Chief Financial Officer Brian Olsavsky, speaking on a conference call after the company released earnings May 1, said Amazon took a one-time charge of approximately $1.1 billion in the first quarter related in part to "some historical customer returns" that were unresolved. The charge was also attributable to the cost of stockpiling inventory in anticipation of tariffs.

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Microsoft has officially cited Apple's App Store policies as the roadblock preventing its Xbox mobile store launch promised for July 2024. In an amicus brief supporting Epic Games filed this week, Microsoft alleged that Apple's "anti-steering policies" have "stymied" its mobile store ambitions despite a court injunction allowing developers to advertise alternative payment methods. The brief challenges Apple's attempt to overturn this crucial ruling, which enabled Fortnite's App Store return with external payment links. Microsoft argues that launching its store under threat of Apple potentially winning a temporary stay creates significant business risk. The restrictions also impact Microsoft's Xbox mobile app functionality.

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Fortnite has returned to Apple's App Store in the United States after a nearly five-year absence, marking a significant victory for Epic Games in its protracted legal battle against Apple's App Store policies. The return follows an April 30 ruling where a federal judge determined Apple violated a court order requiring the company to allow greater competition for app downloads and payment methods, referring Apple to federal prosecutors for a criminal contempt investigation. Epic CEO Tim Sweeney celebrated on X with a simple "We back fam" message. The game, which had 116 million users on Apple's platform before its 2020 removal, was banned after Epic challenged Apple's practice of charging up to 30% commission on in-app payments as anticompetitive.

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A Massachusetts man has agreed to plead guilty to hacking into one of the top education tech companies in the United States and stealing tens of millions of schoolchildren's personal information for profit. From a report: Matthew Lane, 19, of Worcester County, Massachusetts, signed a plea agreement related to charges connected to a major hack on an educational technology company last year, as well as another company, according to court documents published Tuesday. While the documents refer to the education company only as "Victim-2" and the U.S. attorney's office declined to name the victim, a person familiar with the matter told NBC News that it is PowerSchool. The hack of PowerSchool last year is believed to be the largest breach of American children's sensitive data to date. According to his plea agreement, Lane admitted obtaining information from a protected computer and aggravated identity theft and agreed not to challenge a prison sentence shorter than nine years and four months. He got access simply by trying an employee's stolen username and password combination, the complaint says, echoing a private third-party assessment of the incident previously reported by NBC News.

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Delta can pursue much of its lawsuit seeking to hold cybersecurity company CrowdStrike liable for a massive computer outage last July that caused the carrier to cancel 7,000 flights, a Georgia state judge ruled. From a report: In a decision on Friday, Judge Kelly Lee Ellerbe of the Fulton County Superior Court said Delta can try to prove CrowdStrike was grossly negligent in pushing a defective update of its Falcon software to customers, crashing more than 8 million Microsoft Windows-based computers worldwide.

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Google today unveiled significant upgrades to its Gemini 2.5 AI models, introducing an experimental "Deep Think" reasoning mode for 2.5 Pro that allows the model to consider multiple hypotheses before responding. The new capability has achieved impressive results on complex benchmarks, scoring highly on the 2025 USA Mathematical Olympiad and leading on LiveCodeBench, a competition-level coding benchmark. Gemini 2.5 Pro also tops the WebDev Arena leaderboard with an ELO score of 1420. "Based on Google's experience with AlphaGo, AI model responses improve when they're given more time to think," said Demis Hassabis, CEO of Google DeepMind. The enhanced Gemini 2.5 Flash, Google's efficiency-focused model, has improved across reasoning, multimodality, and code benchmarks while using 20-30% fewer tokens. Both models now feature native audio capabilities with support for 24+ languages, thought summaries, and "thinking budgets" that let developers control token usage. Gemini 2.5 Flash is currently available in preview with general availability expected in early June, while Deep Think remains limited to trusted testers during safety evaluations.

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Google is adding AI-powered live translation to Meet, enabling participants to converse in their native languages while the system automatically translates in real time with the speaker's original vocal characteristics intact. Initially launching with English-Spanish translation this week, the technology processes speech with minimal delay, preserving tone, cadence, and expressions -- creating an effect similar to professional dubbing but with the speaker's own voice, the company announced at its developer conference Tuesday. In some testings, WSJ found occasional limitations: initial sentences sometimes appear garbled before smoothing out, context-dependent words like "match" might translate imperfectly (rendered as "fight" in Spanish), and the slight delay can create confusing crosstalk with multiple participants. Google plans to extend support to Italian, German, and Portuguese in the coming weeks. The feature is rolling out to Google AI Pro and Ultra subscribers now, with enterprise availability planned later this year. The company says that no meeting data is stored when translation is active, and conversation audio isn't used to train AI models.

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Adobe will rebrand its Creative Cloud All Apps subscription to "Creative Cloud Pro" on June 17 for North American users, making significant price increases while bundling AI features. Individual annual subscribers will see monthly rates jump from $59.99 to $69.99, while monthly non-contracted subscribers face a $15 hike to $104.99. The revamped plan includes unlimited generative AI image credits, 4,000 monthly "premium" AI video and audio credits, access to third-party models like OpenAI's GPT, and the beta Firefly Boards collaborative whiteboard. Adobe will also offer a cheaper "Creative Cloud Standard" option at $54.99 monthly with severely reduced AI capabilities, but this plan remains exclusive to existing subscribers -- forcing new customers into the pricier AI-focused tier.

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Microsoft is starting to integrate AI shortcuts, or what it calls AI actions, into the File Explorer in Windows 11. From a report: These shortcuts let you right-click on a file and quickly get to Windows AI features like blurring the background of a photo, erasing objects, or even summarizing content from Office files. Four image actions are currently being tested in the latest Dev Channel builds of Windows 11, including Bing visual search to find similar images on the web, the blur background and erase objects features found in the Photos app, and the remove background option in Paint. Similar AI actions will soon be tested with Office files, The Verge added.

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America's regional state universities are experiencing steep enrollment declines, triggering economic crises in the towns that depend on them, while flagship universities continue to thrive. At Western Illinois University in Macomb, enrollment has plummeted 47% since 2010, driving the city's population down 23% to 14,765. Empty dorms have been repurposed or demolished, while local businesses struggle to survive. "It's almost like you're watching the town die," Kalib McGruder, a 28-year veteran of the campus police department, told WSJ. An analysis of 748 public four-year institutions reveals enrollment at prestigious state universities increased 9% between 2015 and 2023, while regional state schools saw a 2% decline. The University of Tennessee Knoxville's enrollment jumped 30% as the state's regional colleges collectively fell 3%. With high school graduate numbers expected to decline starting next year after reaching a record high in 2024, the outlook for struggling college towns appears bleak.

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French authorities have denied Telegram founder Pavel Durov's request to travel to the U.S. for "negotiations with investment funds." From a report: The Paris prosecutor's office told POLITICO that it rendered its decision on May 12 "on the grounds that such a trip abroad did not appear imperative or justified." Durov was arrested in August 2024 at a French airport and has been under strict legal control since last September, when he was indicted on six charges related to illicit activity on the messaging app he operates. He is forbidden to leave France without authorization -- which he obtained to travel to Dubai from March 15 to April 7, the prosecutor's office said. Russian-born Durov is a citizen, among other countries, of France and the United Arab Emirates.

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An anonymous reader shares a report: Intel has considered divesting its network and edge businesses as the chipmaker looks to shave off parts of the company its new chief executive does not see as crucial, three sources familiar with the matter said. Talks about the potential sale of the group, once called NEX in Intel's financial results, are a part of CEO Lip-Bu Tan's strategy to focus its tens of thousands of employees on areas in which it has historically thrived: PC and data center chips.

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Survey response rates have collapsed from 30-50% in the 1970s to as low as 5% today, while AI agents now account for an estimated 20% of survey responses, according to a new analysis. The UK's Office for National Statistics has seen response rates drop from 40% to 13%, with some labor market questions receiving only five human responses. The U.S. Current Population Survey hit a record low 12.7% response rate, down from 50% historically.

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The US tech sector shed 214,000 jobs in April amid continuing economic uncertainty, according to CompTIA analysis of Bureau of Labor Statistics data. Companies are extending hiring timelines to two or three times longer than last year while significantly raising skill requirements, particularly for AI competencies. "It's the great hesitation," said George Denlinger of Robert Half, noting employers now demand 10-12 skills instead of 6-7 previously. Entry-level programming positions are disappearing as AI assumes those functions, with Janco Associates CEO Victor Janulaitis observing that "a job that has been eliminated from almost all IT departments is an entry-level IT programmer."

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