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More than $1 trillion in value remains locked in venture-backed startups with dwindling prospects as the Silicon Valley unicorn bubble deflates, according to a new Bloomberg Businessweek report. Of the 354 companies that reached billion-dollar valuations in 2021, only six have completed initial public offerings, Stanford Business School professor Ilya Strebulaev said. Four others went public via SPACs and 10 were acquired, some below their unicorn status. Several prominent startups have already collapsed, including indoor farming firm Bowery Farming and AI healthcare company Forward Health. Freight business Convoy, valued at $3.8 billion in 2022, shut down last year with rival Flexport buying its assets at a steep discount.Read more of this story at Slashdot.

An anonymous reader shares a report: How many YouTube videos are there? What are they about? What languages do YouTubers speak? As of 14 February 2025, the platform's will have been running for 20 years. That is a lot of video. Yet we have no idea just how many there really are. Google knows the answers. It just won't tell you. Experts say that's a problem. For all practical purposes, one of the most powerful communication systems ever created -- a tool that provides a third of the world's population with information and ideas -- is operating in the dark. In part that's because there's no easy way to get a random sampling of videos, according to Ethan Zuckerman, director of the Initiative for Digital Public Infrastructure at the University of Massachusetts at Amherst in the US. You can pick your videos manually or go with the algorithm's recommendations, but an unbiased selection that's worthy of real study is hard to come by. A few years ago, however, Zuckerman and his team of researchers came up with a solution: they designed a computer program that pulls up YouTube videos at random, trying billions of URLs at a time. You might call the tool a bot, but that's probably over selling it, Zuckerman says. "A more technically accurate term would be 'scraper'," he says. The scraper's findings are giving us a first-time perspective on what's actually happening on YouTube. [...] The first question was simple. How many videos have people uploaded to YouTube? [...] Zuckerman and his colleagues compared the number of videos they found to the number of guesses it took, and arrived an estimate: in 2022, they calculated that YouTube housed more than nine billion videos. By mid 2024, that number had grown to 14.8 billion videos, a 60% jump.Read more of this story at Slashdot.

An anonymous reader shares a report: As always, the most important Nvidia graphics card is the one you can actually buy, and Nvidia's talked a big game for its RTX 5070, making the dubious but nuanced claim it can deliver RTX 4090 performance for just $549. On February 28th, AMD will get its chance to intercept with the Radeon RX 9070 and 9070 XT, in a streaming event it just announced today. But Nvidia has now made its own wiggle room, delaying the launch of the RTX 5070 from February to March 5th, its product page reveals today. Nvidia will ship its $749 RTX 5070 Ti ahead of AMD's event, though, on February 20th, a week from today.Read more of this story at Slashdot.

AI startups are poised to disrupt the $300 billion business process outsourcing (BPO) industry, as advances in language models and voice technology enable automation of tasks traditionally handled by human workers. The BPO market, which reached $300 billion in 2024 and is projected to hit $525 billion by 2030, faces mounting pressure from AI companies offering faster, more scalable alternatives to manual processing of customer support, IT services and financial claims, venture capital firm a16z wrote in a thesis post. Early AI implementations have shown promising results, with customer service startup Decagon reporting 80% resolution rates and improved satisfaction scores. In healthcare, AI company Juniper said its clients saw 80% fewer insurance claim denials and 50% faster processing times. Major BPO providers are responding to the threat, with Wipro reporting a 140% increase in AI adoption across projects and Infosys deploying over 100 AI agents. However, industry analysts say BPOs face structural challenges in transitioning from their labor-based business model to AI-first operations. The shift threatens traditional BPO companies like Cognizant, Infosys and Wipro, which reported revenues between $10-20 billion in their latest fiscal years.Read more of this story at Slashdot.

An anonymous reader quotes a report from TechCrunch: The U.K. government wants to make a hard pivot into boosting its economy and industry with AI, and as part of that, it's pivoting an institution that it founded a little over a year ago for a very different purpose. Today the Department of Science, Industry and Technology announced that it would be renaming the AI Safety Institute to the "AI Security Institute." (Same first letters: same URL.) With that, the body will shift from primarily exploring areas like existential risk and bias in large language models, to a focus on cybersecurity, specifically "strengthening protections against the risks AI poses to national security and crime." Alongside this, the government also announced a new partnership with Anthropic. No firm services were announced but the MOU indicates the two will "explore" using Anthropic's AI assistant Claude in public services; and Anthropic will aim to contribute to work in scientific research and economic modeling. And at the AI Security Institute, it will provide tools to evaluate AI capabilities in the context of identifying security risks. [...] Anthropic is the only company being announced today -- coinciding with a week of AI activities in Munich and Paris -- but it's not the only one that is working with the government. A series of new tools that were unveiled in January were all powered by OpenAI. (At the time, Peter Kyle, the secretary of state for Technology, said that the government planned to work with various foundational AI companies, and that is what the Anthropic deal is proving out.) "The changes I'm announcing today represent the logical next step in how we approach responsible AI development -- helping us to unleash AI and grow the economy as part of our Plan for Change," Kyle said in a statement. "The work of the AI Security Institute won't change, but this renewed focus will ensure our citizens -- and those of our allies -- are protected from those who would look to use AI against our institutions, democratic values, and way of life." "The Institute's focus from the start has been on security and we've built a team of scientists focused on evaluating serious risks to the public," added Ian Hogarth, who remains the chair of the institute. "Our new criminal misuse team and deepening partnership with the national security community mark the next stage of tackling those risks."Read more of this story at Slashdot.

Alibaba will partner with Apple to support AI features on iPhones in China, sending Alibaba's shares surging over 9% to a three-year high. Reuters reports: "They talked to a number of companies in China. In the end they chose to do business with us. They want to use our AI to power their phones. We feel extremely honored to do business with a great company like Apple," Tsai said at the World Government Summit in Dubai. Apple continues to work with Baidu on AI features for iPhones in China, The Information reported on Thursday, citing two people with direct knowledge of the matter. While Apple's phones outside China utilize a combination of its proprietary Apple Intelligence and OpenAI's ChatGPT, Tsai did not specify whether the Alibaba partnership would follow a similar model. In China, consumer-facing AI products require regulatory approval, and The Information reported earlier that both Alibaba and Apple have already submitted materials to authorities. "Instead of viewing the Alibaba-Apple partnership through the lens of China's AI strength, the partnership is mainly a recognition of Alibaba's AI capability," said Lian Jye Su, a chief analyst at tech research firm Omdia.Read more of this story at Slashdot.

A new study reveals that widely used pink wildfire suppressants contain high levels of toxic heavy metals like cadmium, arsenic, and chromium, with concentrations up to 3,000 times above drinking water limits. While the government and chemical makers have long concealed up to 20% of the suppressants' ingredients as "trade secrets," researchers have confirmed their role in environmental pollution, raising concerns over their extensive use in residential areas. The Guardian reports: The suppressants are a mix of water, fertilizer, and undisclosed ingredients, while the pink color comes from added dye to show firefighters where it has been sprayed. Metals are likely used as anti-corrosion agents to prevent the plane's tankers from disintegrating, they authors wrote. The mix works by coating vegetation and lowering the amount of oxygen that could fuel the fire. The substance was dropped by as many as 25 aircraft daily to contain the devastating Los Angeles wildfires, and photos from it vividly convey the trade off, showing homes and property covered in hot pink suppression. The metal levels in the suppressants meet federal guidelines and the authors were initially most worried about environmental contamination, but the heavy use in residential areas this year raises a new set of concerns, Daniel McCurry, one of the study's co-authors, told the Guardian. "Are the hazardous waste thresholds the appropriate bar for these to clear, or, if they're being used in a massive scale in populated neighborhoods, do we need to get stricter on permissible concentrations of toxic compounds?" McCurry asked. [...] The producer of one of the suppressants has said a new generation of the product is "greener," McCurry said, but he added "until we are able to come across some of this material and test it, we really don't know."Read more of this story at Slashdot.

An anonymous reader quotes a report from The Guardian: A groundbreaking NHS trial will attempt to boost patients' mood using a brain-computer-interface that directly alters brain activity using ultrasound. The device, which is designed to be implanted beneath the skull but outside the brain, maps activity and delivers targeted pulses of ultrasound to "switch on" clusters of neurons. Its safety and tolerability will be tested on about 30 patient in the 6.5 million-pound trial, funded by the UK's Advanced Research and Invention Agency (Aria). [...] The latest trial will test a device developed by the US-based non-profit Forest Neurotech. In contrast to invasive implants, in which electrodes are inserted into a specific location in the brain, Forest 1 uses ultrasound to read-out and modify activity. Aria describes the device as "the most advanced BCI in the world" due to its ability to modify activity across multiple regions simultaneously. This widens potential future applications to a huge patient population affected by conditions such as depression, anxiety and epilepsy, which are all "circuit level" conditions rather than being localized in a specific brain region. The NHS trial will recruit patients who, due to brain injury, have had part of their skull temporarily removed to relieve a critical buildup of pressure in the brain. This means the device can be tested without having to perform surgery. When placed beneath the skull, or in individuals with a skull defect, ultrasound can detect tiny changes in blood flow to produce 3D maps of brain activity with a spatial resolution of about 100 times that of a typical fMRI scan. The same implant can deliver focused ultrasound to mechanically nudge neurons towards firing, providing a way to remotely dial activity up at precise locations. Participants will wear the device on their scalp at the site of the skull defect for two hours. Their brain activity will be measured and researchers will test whether patients' mood and feelings of motivation can be reliably altered. There are safety considerations, as ultrasound can cause tissue to heat up. Prof Elsa Fouragnan, a neuroscientist at the University of Plymouth, which is collaborating on the project, said: "What we're trying to minimize is heat. There's a safety and efficacy trade-off." She added that it would also be important to ensure that personality or decision-making were not altered in unintended ways -- for instance, making someone more impulsive. The study will run for three and a half years starting from March, with the first eight months focused on securing regulatory approval. If successful, Forest hopes to move into a full clinical trial for a condition such as depression. Aimun Jamjoom, a consultant neurosurgeon at the Barking, Havering and Redbridge university hospitals NHS trust, who is leading the project, said: "[T]he ability to offer a safer form of surgery is very exciting. If you look at conditions like depression or epilepsy, [up to] a third of these patients just don't get better. It's those groups where a technology like this could be a life-changing solution."Read more of this story at Slashdot.

Amazon is removing the "Download & Transfer via USB" feature for Kindle e-books starting February 26th, closing a loophole that allowed users to download older, easily crackable DRM formats. "At the very least, you'll still be able to transfer your e-books over Wi-Fi, and of course, transferring your e-books through Calibre will still work, too," notes Android Police. "[S]o it's not like we are losing access to dragging and dropping files onto a Kindle, we are simply losing access to a tool that facilitated easy piracy by pushing older formats of retail books from the website to your Kindle over USB."Read more of this story at Slashdot.

Arm will reportedly start making its own chips this year after signing Meta as a customer, according to the Financial Times (paywalled). TechCrunch reports: The chip is expected to be a CPU for servers in large data centers and can be customized for various customers. Arm will outsource its production. The first in-house Arm chip will be unveiled as early as this summer, the Financial Times also reported. This is a notable change in strategy for the semiconductor company, which usually licenses its chip blueprints to companies like Apple and Nvidia. Making its own chips will turn some of its existing customers into competitors.Read more of this story at Slashdot.

According to Bloomberg's Mark Gurman, Apple will restore TikTok to the U.S. App Store on Thursday (source paywalled; alternative source), following a letter from U.S. Attorney General Pam Bondi. From the report: Apple, along with Alphabet's Google, removed TikTok in the US to comply with a law passed last year. In a Jan. 20 executive order, Trump said he instructed the attorney general "not to take any action to enforce the act for a period of 75 days from today to allow my administration an opportunity to determine the appropriate course forward." Apple confirmed the app will return "Thursday evening." You can find the App Store listing for TikTok here. Developing...Read more of this story at Slashdot.

Reddit's recent earnings report revealed that AI licensing deals with Google and OpenAI account for about 10% of its $1.3 billion revenue, totaling approximately $130 million. With Google paying $60 million, OpenAI is estimated to be paying Reddit around $70 million annually for content licensing. Adweek reports: "It's a small part of our revenue -- I'll call it 10%. For a business of our size, that's material, because it's valuable revenue," [said the company's COO Jen Wong]. The social platform -- which on Wednesday reported a 71% year-over-year lift in fourth-quarter revenue -- has been "very thoughtful" about the AI developers it chooses to work with, Wong said. To date, the company has inked two content licensing deals: one with Google for a reported $60 million, and one with ChatGPT parent OpenAI. Reddit has elected to work only with partners who can agree to "specific terms ... that are really important to us." These terms include user privacy protections and conditions regarding "how [Reddit is] represented," Wong said. While licensing agreements with AI firms offer a valuable business opportunity for Reddit, advertising remains the company's core revenue driver. Much of Reddit's $427.7 million Q4 revenues were generated by the ongoing expansion of its advertising business. And its ad revenue as a whole grew 60% YoY, underscoring the platform's growing appeal to brands. [...] Helping to accelerate ad revenue growth is Reddit's rising traffic. While Reddit's Q4 user growth came in under Wall Street projections, causing shares to dip, its weekly active uniques grew 42% YoY to over 379 million visitors. Average revenue per unique visitor was $4.21 during the quarter, up 23% from the prior year. While Google is "nicely reinforcing" Reddit's growth in traffic, Wong said, she added that the site's logged-in users, which have grown 27% year-over-year, are "the bedrock of our business."Read more of this story at Slashdot.

An anonymous reader quotes a report from Ars Technica: Conde Nast and several other media companies sued the AI startup Cohere today, alleging that it engaged in "systematic copyright and trademark infringement" by using news articles to train its large language model. "Without permission or compensation, Cohere uses scraped copies of our articles, through training, real-time use, and in outputs, to power its artificial intelligence ('AI') service, which in turn competes with Publisher offerings and the emerging market for AI licensing," said the lawsuit (PDF) filed in US District Court for the Southern District of New York. "Not content with just stealing our works, Cohere also blatantly manufactures fake pieces and attributes them to us, misleading the public and tarnishing our brands." Conde Nast, which owns Ars Technica and other publications such as Wired and The New Yorker, was joined in the lawsuit by The Atlantic, Forbes, The Guardian, Insider, the Los Angeles Times, McClatchy, Newsday, The Plain Dealer, Politico, The Republican, the Toronto Star, and Vox Media. The complaint seeks statutory damages of up to $150,000 under the Copyright Act for each infringed work, or an amount based on actual damages and Cohere's profits. It also seeks "actual damages, Cohere's profits, and statutory damages up to the maximum provided by law" for infringement of trademarks and "false designations of origin." In Exhibit A (PDF), the plaintiffs identified over 4,000 articles in what they called an "illustrative and non-exhaustive list of works that Cohere has infringed." Additional exhibits provide responses to queries (PDF) and "hallucinations" (PDF) that the publishers say infringe upon their copyrights and trademarks. The lawsuit said Cohere "passes off its own hallucinated articles as articles from Publishers." Cohere said in a statement to Ars: "Cohere strongly stands by its practices for responsibly training its enterprise AI. We have long prioritized controls that mitigate the risk of IP infringement and respect the rights of holders. We would have welcomed a conversation about their specific concerns -- and the opportunity to explain our enterprise-focused approach -- rather than learning about them in a filing. We believe this lawsuit is misguided and frivolous, and expect this matter to be resolved in our favor." Further reading: Thomson Reuters Wins First Major AI Copyright Case In the USRead more of this story at Slashdot.

The U.S. released Russian cybercriminal Alexander Vinnik, who pleaded guilty to conspiracy to commit money laundering through his cryptocurrency exchange BTC-e, as part of a prisoner swap that freed American schoolteacher Marc Fogel from Russian custody. The Guardian reports: Vinnik, who arrived in Moscow on a flight from Turkey on Tuesday after having been released from custody in California, is accused of owning and operating one of the largest cryptocurrency exchanges in the world, BTC-e, which prosecutors allege facilitated the transfer of billions of dollars in transactions for criminals worldwide. In May 2024, Vinnik pleaded guilty to conspiracy to launder billions of dollars through BTC-e. He was first arrested in Greece in 2017 at the request of the United States after he was charged by a US jury in a 21-count indictment. The charges against him included money laundering, conspiracy to commit money laundering, operating an unlicensed money service business and engaging in unlawful monetary transactions, among others. Vinnik was first extradited to France from Greece, where he received a five-year prison sentence for money laundering. He was then sent back to Greece and extradited to the United States in 2022 to face US charges. The justice department described BTC-e, which was active from around 2011 to 2017, as a "significant cybercrime and online money laundering entity that allowed its users to trade in bitcoin with high levels of anonymity and developed a customer base heavily reliant on criminal activity." Prosecutors say that BTC-e processed over $9 bn worth of transactions and served over 1 million users globally, including numerous customers in the US. US prosecutors said that the exchange was one of the "primary ways by which cyber criminals around the world transferred, laundered, and stored the criminal proceeds of their illegal activities" and accused Vinnik of operating the company with the intent to "promote" unlawful activities. Prosecutors said that he was responsible for more than $120m in losses. Vinnik, who is a nonviolent offender, is forfeiting tens of millions of dollars in assets in the exchange, according to the New York Times.Read more of this story at Slashdot.

Apple CEO Tim Took took to X today to tease a special Apple product launch happening next week on Wednesday, February 19. 9to5Mac reports: Few specific details were shared, but Cook did include a brief video featuring the Apple logo in silver plus the following words: "Get ready to meet the newest member of the family. Wednesday, February 19. #AppleLaunch" [...] The most likely product is the brand new iPhone SE 4, which rumors suggest will pack a variety of powerful upgrades. [...] There are several other hardware possibilities for the February 19 launch. We're currently expecting at least three other products to debut in the near future: the M4 MacBook Air, an M3 iPad Air, and a new 11th generation base model iPad. Reading into the teaser, the silver color does subtly give off Mac vibes, so perhaps the M4 MacBook Air is coming. The circle design in the video has some wondering if AirTag 2 could be the focus of the launch. Bloomberg's Mark Gurman, however, doesn't believe that's the case. Gurman suggests the iPhone SE 4 will be the new product. That would make the circle a potential reference to the device's single rear camera.Read more of this story at Slashdot.

An anonymous reader quotes a report from KrebsOnSecurity: In mid-March 2024, KrebsOnSecurity revealed that the founder of the personal data removal service Onerep also founded dozens of people-search companies. Shortly after that investigation was published, Mozilla said it would stop bundling Onerep with the Firefox browser and wind down its partnership with the company. But nearly a year later, Mozilla is still promoting it to Firefox users. [Using OneRep is problematic because its founder, Dimitri Shelest, also created and maintained ownership (PDF) in multiple people-search and data broker services, including Nuwber, which contradicts OneRep's stated mission of protecting personal online security. Additionally, OneRep appears to have ties with Radaris, a people-search service known for ignoring or failing to honor opt-out requests, raising concerns about the true intentions and effectiveness of OneRep's data removal service.] In October 2024, Mozilla published a statement saying the search for a different provider was taking longer than anticipated. "While we continue to evaluate vendors, finding a technically excellent and values-aligned partner takes time," Mozilla wrote. "While we continue this search, Onerep will remain the backend provider, ensuring that we can maintain uninterrupted services while we continue evaluating new potential partners that align more closely with Mozilla's values and user expectations. We are conducting thorough diligence to find the right vendor." Asked for an update, Mozilla said the search for a replacement partner continues. "The work's ongoing but we haven't found the right alternative yet," Mozilla said in an emailed statement. "Our customers' data remains safe, and since the product provides a lot of value to our subscribers, we'll continue to offer it during this process." It's a win-win for Mozilla that they've received accolades for their principled response while continuing to partner with Onerep almost a year later. But if it takes so long to find a suitable replacement, what does that say about the personal data removal industry itself?Read more of this story at Slashdot.

Trust in AI is significantly higher in China than in the United States, according to new data from the Edelman Trust Barometer. Axios: Edelman's latest research found that 72% of people in China trust AI, compared with just 32% in the United States. Not only is trust higher in China, it's higher in much of the developing world than it is in the United States, according to Edelman's research. Trust in AI was highest in India, at 77%, followed by Nigeria at 76%, Thailand at 73% and then China. Only six of the surveyed countries ranked lower than the U.S. in their trust in the new technology: Canada (30%), Germany (29%), the Netherlands (29%), United Kingdom (28%), Australia (25%) and Ireland (24%). Globally, 52% of men said they trusted AI vs. 46% of women, with younger people significantly more trusting of the technology than older folks. In the U.S., AI was trusted more by Democrats (38%) than Republicans (34%) or independents (23%). Higher-income respondents were also more trusting (51%) than those with middle (45%) or low (36%) incomes.Read more of this story at Slashdot.

Nintendo is facing an uphill battle in its U.S. patent fight against Palworld creator Pocketpair, with the United States Patent and Trademark Office rejecting 22 out of 23 patent claims, according to gaming news site GamesFray. While Nintendo has successfully obtained one patent covering character capture mechanics, the company is seeking additional protections related to gameplay features like "smooth switching of riding objects." An attorney representing Nintendo has requested a meeting with patent examiners to discuss the rejected claims. The patent dispute, which began in Japan where Nintendo is seeking $66,000 in damages, could have broader implications for the gaming industry if successfulRead more of this story at Slashdot.

Jeff Bezos' space company Blue Origin is cutting about 10% of its workforce, a significant pullback aimed at slashing costs and refocusing resources after years of development work. From a report: The rocket and engine maker laid out the personnel shakeup during an all-hands employee meeting with Chief Executive Officer Dave Limp Thursday morning, confirming a workforce reduction first reported by Bloomberg. In a memo sent to employees, Limp said the company's growth led to "more bureaucracy and less focus" than needed after a hiring spree over the past few years. After years of expansion bankrolled by Bezos, who started Amazon and is the world's third-richest person, Blue Origin is looking to trim manager ranks as it works to clear some $10 billion worth of launch contracts. With a staff of more than 10,000, the layoffs stand to impact over 1,000 roles.Read more of this story at Slashdot.

An anonymous reader shares a report: JPMorgan Chase CEO Jamie Dimon scorned calls from some employees to soften the bank's five-day return-to-office policy in an animated town hall meeting on Wednesday, according to a recording reviewed by Reuters. Employees at the largest U.S. bank have complained on internal message boards and chats about losing hybrid working arrangements, and one group launched an online petition urging Dimon to reconsider. When asked about the in-person work policy during the staff meeting, he said: "Don't waste time on it. I don't care how many people sign that fucking petition," he said. Instead, Dimon demanded more efficiency and stressed that employees have a choice whether to work at JPMorgan. The CEO told them not to be mad at him, and said that it was a free country.Read more of this story at Slashdot.

LibreOffice, the open-source office suite that began as StarOffice in 1985, has marked its 40th anniversary with new features that it says could transform how users interact with the software. At the FOSDEM 2025 conference, developers unveiled LibreOffice 25.2, which introduces browser-based functionality and real-time collaboration capabilities through a technology called conflict-free replicated data types. A key development is ZetaOffice, a version built for the WebAssembly runtime that enables the full office suite to run inside web browsers across operating systems and CPU architectures. The project, which entered public beta last November, allows websites to embed LibreOffice applications with complete user interfaces for editing documents, spreadsheets and presentations. While the browser-based version currently requires about a gigabyte of code and additional memory to run, developers at Allotropia are working to modularize the codebase for faster loading times. The software, released under the MIT license, can be controlled via JavaScript and operates without requiring an internet connection, unlike Google Docs or LibreOffice's existing Collabora Online version.Read more of this story at Slashdot.

Baidu will make its AI chatbot Ernie Bot free from April 1, the Chinese search giant said on Thursday, as it faces mounting competition in China's AI market. The company will offer desktop and mobile users free access to Ernie Bot and an advanced search function powered by its latest Ernie 4.0 model, which Baidu claims matches OpenAI's GPT-4 capabilities. The move comes as Baidu struggles to gain widespread adoption for its AI services, lagging behind domestic rivals ByteDance's Doubao chatbot and startup DeepSeek, according to data from AI tracker Aicpb.com. Baidu previously charged 59.9 yuan ($8.18) monthly for premium AI-powered search features.Read more of this story at Slashdot.

The world's peatlands are "dangerously underprotected" despite the colossal amount of climate-heating carbon dioxide already being emitted due to their destruction, a study has warned. From a report: Peatlands occupy just 3% of all land, but contain more carbon than all of the world's forests. However, farmers and miners are draining the peatlands, releasing so much CO2 that if they were a country, they would be the fourth biggest polluter in the world after China, the US and India. The first global assessment found that only 17% of the peatlands were within protected areas. This contrasted starkly with other valuable ecosystems such as tropical forests, where 38% were protected, and mangroves (42%). Protection was even lower than the 17% average in the three nations with the most peatlands: Canada, Russia and Indonesia. The US and Brazil completed the top five nations, which contained almost three-quarters of all peatlands, and had higher proportions in protected areas. But the researchers cautioned that protected status on a map did not always translate to strong protection on the ground.Read more of this story at Slashdot.

The biggest utility in Virginia, home to the global hotspot Data Center Alley, saw demand from data centers in development almost double in the last half of 2024. From a report: Total data center power capacity under contract with Dominion Energy in Virginia, which includes projects from preliminary to advanced stages of development, increased to 40.2 gigawatts in December from 21.4 gigwatts in July, the company said on its earnings call Wednesday. Demand for power is surging with the development of data centers and artificial intelligence, along with manufacturing and the increasing electrification of the economy. Northern Virginia, which has the biggest concentration of the facilities in the world, has earned the nickname of Data Center Alley.Read more of this story at Slashdot.

The German antitrust authority has charged Apple with abusing its market power through its app tracking tool and giving itself preferential treatment in a move that could result in daily fines for the iPhone maker if it fails to change its business practices. From a report: The move follows a three-year investigation by the Federal Cartel Office into Apple's App Tracking Transparency feature, which allows users to block advertisers from tracking them across different applications. The U.S. tech giant has said the feature allows users to control their privacy but has drawn criticism from Meta Platforms, app developers and startups whose business models rely on advertising tracking. "The ATTF (app tracking tool) makes it far more difficult for competing app publishers to access the user data relevant for advertising," Andreas Mundt, cartel office president, said in a statement.Read more of this story at Slashdot.

Several countries are seeing a decline in PhD enrollments as high living costs, stagnant stipends and limited job prospects deter students from pursuing doctoral degrees. Australia recorded an 8% drop in domestic PhD enrollments from 2018 to 2023 despite population growth of 7%, while Japan's numbers fell to 15,014 in 2023 from 18,232 in 2003, data from education authorities showed. PhD stipends have failed to keep pace with rising costs. In Australia, doctoral students receive about A$32,000 ($20,000) annually, below minimum wage, while Brazil only increased its graduate grants last year after a decade-long freeze. The trend reflects broader concerns about academic careers becoming increasingly precarious, said Claudia Sarrico, a project lead at the Organisation for Economic Co-operation and Development in Paris. Some countries are taking steps to address the issue. Japan's education ministry plans to provide additional funding for doctoral students, while Brazil's 40% increase in graduate grants in 2023 has led to a slight uptick in enrollments.Read more of this story at Slashdot.

Elon Musk said Thursday his AI startup xAI will release Grok 3, a new chatbot he claims surpasses existing AI models, within two weeks. Speaking at Dubai's World Governments Summit, Musk cited internal testing showing superior reasoning capabilities compared to current AI systems. The announcement comes days after a Musk-led investor group offered $97.4 billion to acquire OpenAI's nonprofit assets. Musk, who co-founded OpenAI before starting rival xAI, is suing to block the AI company's planned transition to a for-profit structure, arguing it contradicts its original mission. "I think the evidence is there in that OpenAI has gotten this far while having at least a sort of dual profit, non-profit role. What they're trying to do now is to completely delete the non-profit, and that seems really going too far," he added.Read more of this story at Slashdot.

Members of key congressional oversight committees wrote to the United States' new top intelligence official Thursday to warn that a British order demanding government access to Apple users' encrypted data imperils Americans. From a report: Ron Wyden, a Democrat on the Senate Intelligence Committee, and Andy Biggs, a Republican on the House Judiciary committee, wrote to just-sworn-in National Intelligence Director Tulsi Gabbard and asked her to demand the United Kingdom retract its order. If the top U.S. ally does not back off, they said, Gabbard should consider limiting the deep intelligence sharing and cooperation on cybersecurity between the countries. The Post first reported the existence of the confidential British order last week. It directs Apple to create a back door into its Advanced Data Protection offering, which allows users to fully encrypt data from iPhones and Mac computers when putting it in Apple's iCloud storage. Apple cannot retrieve such content even when served with a court order, frustrating authorities looking for evidence of terrorism, child abuse and other serious crimes. The order was issued under the Investigatory Powers Act, which allows the British Home Office to require technical cooperation from companies and forbids those companies from disclosing anything about the demands. It would apply globally, though the U.K. authorities would have to ask Apple for information stored by specific customers.Read more of this story at Slashdot.

Convicted Theranos founder, Elizabeth Holmes, had her first interview since being reported to prison in 2023, telling People magazine that she is still working on "research and inventions" in the healthcare space. Here's an excerpt from the article: Scheduled for release on April 3, 2032, Holmes says she hopes to travel with her family and to fight for reform of criminal justice system. She recently drafted an American Freedom Act bill -- a seven-page handwritten document -- to bolster the presumption of innocence and change criminal procedure. "This will be my life's work," says Holmes, adding that she is speaking out now as part of her mission to advocate on behalf of incarcerated persons and those ripped away from their children. And, despite her global reputation as a biotech con artist who put lives at risk, she says she's continuing to write patents for new inventions and plans to resume her career in healthcare technology after her release. "There is not a day I have not continued to work on my research and inventions," she says. "I remain completely committed to my dream of making affordable healthcare solutions available to everyone." For now, however, she is sustained by weekend visits from her family, when she can cuddle Invicta, watch William gather acorns in the prison yard and hold Evans's hand and briefly hug and kiss. (Conjugal visits are not allowed.) "It kills me to put my family through pain the way I do," she says. "But when I look back on my life, and these angels that have come into it, I can get through anything. It makes me want to fight for all of it."Read more of this story at Slashdot.

Longtime Slashdot reader BrendaEM writes: Command-line aside, Cinnamon is the most effective keeper of the Linux desktop flame -- by not abandoning desktop and laptop computers. Yes, there are other desktop GUIs, such as MATE, and the lightweight Xfce, which are valuable options when low overhead is important, such as in LinuxCNC. However, among the general public lies a great expanse of office workers who need a full-featured Linux desktop. The programmers who work on GNOME and its family of supporting applications enrich many other desktops do their more than their share. These faithful developers deserve better user-interface leadership. GNOME has tried to steer itself into tablet waters, which is admirable, but GNOME 3.x diminished the desktop experience for both laptop and desktop users. For instance, the moment you design what should be a graphical user interface with words such as "Activities," you ask people to change horses midstream. That is not to say that the command line and GUI cannot coexist -- because they can, as they do in many CAD programs. I remember a time when GNOME ruled the Linux desktop -- and I can remember when GNOME left those users behind. Perhaps in a future, GNOME could return to the Linux desktop and join forces with Cinnamon -- so that we may once again have the year of the Linux desktop.Read more of this story at Slashdot.

New submitter jms00 writes: A years-long legal battle has quietly escalated into what could become the defining moment for the future of GPLv3, with implications that could reshape software freedom as we know it. At issue is whether licensors have the power to impose 'further restrictions' on open-source software, potentially undermining the explicit rights granted to users and developers under AGPLv3, GPLv3, and LGPLv3. The outcome of this case, now before the U.S. Court of Appeals for the Ninth Circuit, could set a dangerous precedent, limiting the ability to remove proprietary restrictions from copyleft-licensed software. With little public attention on the case, the Software Freedom Conservancy (SFC) has stepped up as a key voice in defense of user rights, filing a critical amicus brief to challenge the lower court's ruling and protect the principles of software freedom.Read more of this story at Slashdot.

An anonymous reader shares a report: Australia's Department of the Treasury has found that Microsoft's Copilot can easily deliver return on investment, but staff exposed to the AI assistant came away from the experience less confident it will help them at work. The Department conducted a 14-week trial of Microsoft 365 Copilot during 2024 and asked for volunteers to participate. 218 put up their hands and then submitted to surveys about their experiences using Microsoft's AI helpers. Those surveys are the basis of an evaluation report published on Tuesday. The report reveals that after the trial participants rated Copilot less useful than they hoped it would be, as it was applicable to fewer workloads than they hoped would be the case. Workers' views on Copilot's ability to improve their work also fell. Usage of Copilot was lower than expected, with most participants using it two or three times a week, or less. reported using Copilot 2-3 times per week or less. Treasury thinks it probably set unrealistically high expectations before the trial, and noted that participants often suggested extra training would be valuable.Read more of this story at Slashdot.

Astronomers have discovered a perfect ring of light in a galaxy 590 million light-years away. "The phenomenon is known as an Einstein ring, and it was discovered circumscribing the galaxy NGC 6505 in data collected by the European Space Agency's Euclid space telescope," reports SpaceAlert. From the report: [...] In the case of the newly discovered Einstein ring, the light that encircles the near galaxy is from a more distant galaxy, sitting some 4.42 billion light-years away, whose light has been warped by the curvature of space-time around NGC 6505. It's a very lucky arrangement of objects: they are aligned in such a way that the distant galaxy's light is stretched into a perfect ring, with brighter blobs representing replicated images of the galaxy at four points around the ring. And the closeness of NGC 6505 makes it even more astonishing. Only five other lenses have been discovered so close; simulations suggest this new lens only had a 0.05 percent chance of existing, never mind being discovered. The more distant galaxy had never been seen before; now, scientists have the perfect tool to study it in greater detail than would be possible without the lens. The research has been published in Astronomy & Astrophysics.Read more of this story at Slashdot.

An anonymous reader quotes a report from Jalopnik: Experimental submarine the Titan sank in June 2023 while exploring the wreck of the Titanic. The controversial craft imploded while deep beneath the surface of the ocean killing five people onboard, and now a recording of the Titan's final moments has been shared by the National Oceanic and Atmospheric Administration. [...] In the clip, which is available to hear [here], the static sound of the ocean is shattered by a great rumble, which sounds almost like a wave crashing against the beach. It's this noise that is thought to be the total failure of the Titan, as LBC adds: "It is believed that the noise is the 'acoustic signature' of the sub imploding on 18th June 2023. It was recorded by the National Oceanic and Atmospheric Administration device about 900 miles from where the sub was last seen on radar, south of Newfoundland, Canada, US Coast Guard officials announced. The five crew members who died onboard the sub were British explorer sub were Hamish Harding, 58, British-Pakistani businessman Shahzada Dawood, 48, and his son Suleman, 19, French deep-sea explorer Paul-Henri Nargeolet (known as 'Mr Titanic'), 77, and and co-founder of the submarines owner's company OceanGate, Stockton Rushton, 61."Read more of this story at Slashdot.

Longtime Slashdot reader JoeRobe writes: Scientists associated with the Kilometer Cube Neutrino Telescope, or KM3NeT, have reported detection of an ultra-high energy neutrino deep in the Mediterranean sea. The neutrino reportedly had an energy of 120 million billion electron volts (1.2x10^17 eV, or 120 PeV). This is similar to the energy of ping-pong ball traveling ~5 m/s, but all that energy was packed into a single subatomic particle. According to the New York Times, "Here, squeezed into one of the tiniest flecks of matter in our universe, that energy amounted to tens of thousands of times more than what can be achieved by the world's premier particle accelerator, the Large Hadron Collider at CERN." According to the authors of the Nature paper, the direction of the neutrino "is compatible with the extension of the galactic interstellar medium," but they did not find any catalogued source that would produce such a high energy neutrino, within the Milky Way or from about 40 other galaxies that could be candidates. Phys.org describes the impressive scale of the KM3NeT detector array: "It is located at 3,450 m depth, about 80 km from the coast of Portopalo di Capo Passero, Sicily. Its 700 m high detection units (DUs) are anchored to the seabed and positioned about 100 m apart. Every DU is equipped with 18 Digital Optical Modules (DOM) each containing 31 photomultipliers (PMTs). In its final configuration, ARCA will comprise 230 DUs. The data collected are transmitted via a submarine cable to the shore station at the INFN Laboratori Nazionali del Sud. The KM3NeT/ORCA (Oscillation Research with Cosmics in the Abyss) detector is optimized to study the fundamental properties of the neutrino itself. It is located at a depth of 2,450 m, about 40 km from the coast of Toulon, France. It will comprise 115 DUs, each 200 m high and spaced by 20 m. The data collected by ORCA are sent to the shore station at La Seyne Sur Mer." "This ultra-high energy neutrino may originate directly from a powerful cosmic accelerator," surmises Phys.org. "Alternatively, it could be the first detection of a cosmogenic neutrino. However, based on this single neutrino it is difficult to conclude its origin."Read more of this story at Slashdot.

Longtime Slashdot reader theodp writes: Monday brought chilling news reports of the all-count trial convictions of three individuals for a conspiracy to rob and drug people outside of LGBTQ+ nightclubs in Manhattan's Hell's Kitchen neighborhood, which led to the deaths of two of their victims. The defendants were found guilty on all 24 counts, which included murder, robbery, burglary, and conspiracy. "As proven at trial," explained the Manhattan District Attorney's Office in a press release, "the defendants lurked outside of nightclubs to exploit intoxicated individuals. They would give them drugs, laced with fentanyl, to incapacitate their victims so they could take the victims' phones and drain their online financial accounts [including unauthorized charges and transfers using Cash App, Apple Cash, Apple Pay]." District Attorney Alvin L. Bragg, Jr. added, "My Office will continue to take every measure possible to protect New Yorkers from this type of criminal conduct. That includes ensuring accountability for those who commit this harm, while also working with financial companies to enhance security measures on their phone apps." In 2024, D.A. Bragg called on financial companies to better protect consumers from fraud, including: adding a second and separate password for accessing the app on a smartphone as a default security option; imposing lower default limits on the monetary amount of total daily transfers; requiring wait times of up to a day and secondary verification for large monetary transactions; better monitoring of accounts for unusual transfer activities; and asking for confirmation when suspicious transactions occur. "No longer is the smartphone itself the most lucrative target for scammers and robbers -- it's the financial apps contained within," said Bragg as he released letters (PDF) sent to the companies that own Venmo, Zelle, and Cash App. "Thousands or even tens of thousands can be drained from financial accounts in a matter of seconds with just a few taps. Without additional protections, customers' financial and physical safety is being put at risk. I hope these companies accept our request to discuss commonsense solutions to deter scammers and protect New Yorkers' hard-earned money." "Our cellphones aren't safe," warned the EFF's Cooper Quintin in a 2018 New York Times op-ed. "So why aren't we fixing them?" Any thoughts on what can and should be done with software, hardware, and procedures to stop "bank jackings"?Read more of this story at Slashdot.

Apple has released an official Apple TV app for Android phones and tablets that's now available in the Google Play Store. You can download it here. 9to5Google reports: The newest Apple app on Android has a bottom bar with Apple TV+, MLS (Major League Soccer), Downloads for offline viewing, and Search. [...] The video player takes after Apple TV on other platforms, with a portrait mode available. There are convenient shortcuts to activate picture-in-picture, which works inside the app (while browsing) and system-wide, and mute to bring up the system volume bar. Playback is smooth and more stable than other streaming services. At launch, the Apple TV app lacks Casting support and there do not appear to be new episode notifications. If you're already signed into Apple Music, you have to log in again to Apple TV. Another notable aspect is support for Google Play Billing instead of requiring out-of-app sign-up on another device. This applies to both the Google TV app (and Apple Music) today.Read more of this story at Slashdot.

An anonymous reader quotes a report from People: Scarlett Johansson is urging U.S. legislators to place limits on artificial intelligence as an unauthorized, A.I.-generated video of her and other Jewish celebrities opposing Kanye West goes viral. The video, which has been circulating on social media, opens with an A.I. version of Johansson, 40, wearing a white T-shirt featuring a hand and its middle finger extended. In the center of the hand is a Star of David. The name "Kanye" is written underneath the hand. The video contains A.I.-generated versions of over a dozen other Jewish celebrities, including Drake, Jerry Seinfeld, Steven Spielberg, Mark Zuckerberg, Jack Black, Mila Kunis and Lenny Kravitz. It ends with an A.I. Adam Sandler flipping his finger at the camera as the Jewish folk song "Hava Nagila" plays. The video ends with "Enough is Enough" and "Join the Fight Against Antisemitism." In a statement to PEOPLE, Johansson denounced what she called "the misuse of A.I., no matter what its messaging." Johansson continued: "It has been brought to my attention by family members and friends, that an A.I.-generated video featuring my likeness, in response to an antisemitic view, has been circulating online and gaining traction. I am a Jewish woman who has no tolerance for antisemitism or hate speech of any kind. But I also firmly believe that the potential for hate speech multiplied by A.I. is a far greater threat than any one person who takes accountability for it. We must call out the misuse of A.I., no matter its messaging, or we risk losing a hold on reality." "I have unfortunately been a very public victim of A.I.," she added, "but the truth is that the threat of A.I. affects each and every one of us. There is a 1000-foot wave coming regarding A.I. that several progressive countries, not including the United States, have responded to in a responsible manner. It is terrifying that the U.S. government is paralyzed when it comes to passing legislation that protects all of its citizens against the imminent dangers of A.I." The statement concluded, "I urge the U.S. government to make the passing of legislation limiting A.I. use a top priority; it is a bipartisan issue that enormously affects the immediate future of humanity at large." Johansson has been outspoken about AI technology since its rise in popularity. Last year, she called out OpenAI for using an AI personal assistant voice that the actress claims sounds uncannily similar to her own.Read more of this story at Slashdot.

A BBC study published yesterday (PDF) found that AI news summarization tools frequently generate inaccurate or misleading summaries, with 51% of responses containing significant issues. The Register reports: The research focused on OpenAI's ChatGPT, Microsoft's Copilot, Google's Gemini, and Perplexity assistants, assessing their ability to provide "accurate responses to questions about the news; and if their answers faithfully represented BBC news stories used as sources." The assistants were granted access to the BBC website for the duration of the research and asked 100 questions about the news, being prompted to draw from BBC News articles as sources where possible. Normally, these models are "blocked" from accessing the broadcaster's websites, the BBC said. Responses were reviewed by BBC journalists, "all experts in the question topics," on their accuracy, impartiality, and how well they represented BBC content. Overall: - 51 percent of all AI answers to questions about the news were judged to have significant issues of some form.- 19 percent of AI answers which cited BBC content introduced factual errors -- incorrect factual statements, numbers, and dates.- 13 percent of the quotes sourced from BBC articles were either altered from the original source or not present in the article cited. But which chatbot performed worst? "34 percent of Gemini, 27 percent of Copilot, 17 percent of Perplexity, and 15 percent of ChatGPT responses were judged to have significant issues with how they represented the BBC content used as a source," the Beeb reported. "The most common problems were factual inaccuracies, sourcing, and missing context." [...] In an accompanying blog post, BBC News and Current Affairs CEO Deborah Turness wrote: "The price of AI's extraordinary benefits must not be a world where people searching for answers are served distorted, defective content that presents itself as fact. In what can feel like a chaotic world, it surely cannot be right that consumers seeking clarity are met with yet more confusion. "It's not hard to see how quickly AI's distortion could undermine people's already fragile faith in facts and verified information. We live in troubled times, and how long will it be before an AI-distorted headline causes significant real world harm? The companies developing Gen AI tools are playing with fire." Training cutoff dates for various models certainly don't help, yet the research lays bare the weaknesses of generative AI in summarizing content. Even with direct access to the information they are being asked about, these assistants still regularly pull "facts" from thin air.Read more of this story at Slashdot.

OpenAI has canceled the release of o3 in favor of a "simplified" product lineup. CEO Sam Altman said in a post on X that, in the coming months, OpenAI will release a model called GPT-5 that "integrates a lot of [OpenAI's] technology," including o3. TechCrunch reports: The company originally said in December that it planned to launch o3 sometime early this year. Just a few weeks ago, Kevin Weil, OpenAI's chief product officer, said in an interview that o3 was on track for a "February-March" launch. "We want to do a better job of sharing our intended roadmap, and a much better job simplifying our product offerings," Altman wrote in the post. "We want AI to 'just work' for you; we realize how complicated our model and product offerings have gotten. We hate the model picker [in ChatGPT] as much as you do and want to return to magic unified intelligence." Altman also announced that OpenAI plans to offer unlimited chat access to GPT-5 at the "standard intelligence setting," subject to "abuse thresholds," once the model is generally available. (Altman declined to provide more detail on what this setting -- and these abuse thresholds -- entail.) Subscribers to ChatGPT Plus will be able to run GPT-5 at a "higher level of intelligence," Altman said, while ChatGPT Pro subscribers will be able to run GPT-5 at an "even higher level of intelligence." "These models will incorporate voice, canvas, search, deep research, and more," Altman said, referring to a range of features OpenAI has launched in ChatGPT over the past few months. "[A] top goal for us is to unify [our] models by creating systems that can use all our tools, know when to think for a long time or not, and generally be useful for a very wide range of tasks." Before GPT-5 launches, OpenAI plans to release its GPT-4.5 model, code-named "Orion," in the next several weeks, according to Altman's post on X. Altman says this will be the company's last "non-chain-of-thought model." Unlike o3 and OpenAI's other so-called reasoning models, non-chain-of-thought models tend to be less reliable in domains like math and physics.Read more of this story at Slashdot.

An anonymous reader quotes a report from Ars Technica: Last night, Apple posted a new support document about migrating purchases between accounts, something that Apple users with long online histories have been waiting on for years, if not decades. If you have movies, music, or apps orphaned on various iTools/.Mac/MobileMe/iTunes accounts that preceded what you're using now, you can start the fairly involved process of moving them over. "You can choose to migrate apps, music, and other content you've purchased from Apple on a secondary Apple Account to a primary Apple Account," the document reads, suggesting that people might have older accounts tied primarily to just certain movies, music, or other purchases that they can now bring forward to their primary, device-linked account. The process takes place on an iPhone or iPad inside the Settings app, in the "Media & Purchases" section in your named account section. There are a few hitches to note. You can't migrate purchases from or into a child's account that exists inside Family Sharing. You can only migrate purchases to an account once a year. There are some complications if you have music libraries on both accounts and also if you have never used the primary account for purchases or downloads. And migration is not available in the EU, UK, or India. The process is also one direction, so you have to give some real thought to which account is your "primary" account going forward. If you goof it up, you can undo the migration. "The list of things you need to do on both the primary and secondary accounts to enable this migration is almost comically long and detailed: two-factor authentication must be turned on, there can be no purchases or rentals in the last 15 days, payment methods must be updated, and so on," notes Ars' Kevin Purdy.Read more of this story at Slashdot.

Oracle co-founder and chairman Larry Ellison said governments should consolidate all national data for consumption by AI models, calling this step the "missing link" for them to take full advantage of the technology. From a report: Fragmented sets of data about a population's health, agriculture, infrastructure, procurement and borders should be unified into a single, secure database that can be accessed by AI models, Ellison said in an on-stage interview with former British Prime Minister Tony Blair at the World Government Summit in Dubai. Countries with rich population data sets, such as the UK and United Arab Emirates, could cut costs and improve public services, particularly health care, with this approach, Ellison said. Upgrading government digital infrastructure could also help identify wastage and fraud, Ellison said. IT systems used by the US government are so primitive that it makes it difficult to identify "vast amounts of fraud," he added, pointing to efforts by Elon Musk's team at the Department of Government Efficiency to weed it out.Read more of this story at Slashdot.

Property group startup Opendoor has cut 65 jobs, mostly in India, and is shifting technical hiring to Bay Area and Krakow (Poland). Opendoor said in a statement: "As part of our ongoing efforts to enhance efficiency, optimize talent, and streamline operations, we have made the decision to consolidate our Engineering, Product, and Design (EPD) team structure. Moving forward, we will focus our technical hiring efforts in two main hubs: the Bay Area, California and Krakow, Poland."Read more of this story at Slashdot.

Google will soon use machine learning to estimate the age of its users. From a report: In an update on Wednesday, Google said it's testing a machine learning model in the US to help determine whether someone is under 18, allowing it to "provide more age-appropriate experiences" across its platforms. The age estimation model will use existing data about users, including the sites they visit, what kinds of videos they watch on YouTube, and how long they've had an account to determine their age.Read more of this story at Slashdot.

Most corporate tech leaders are hesitant to deploy AI agents despite vendors' push for rapid adoption, according to a Wall Street Journal CIO Network Summit poll on Tuesday. While 61% of attendees at the Menlo Park summit said they are experimenting with AI agents, which perform automated tasks, 21% reported no usage at all. Reliability concerns and cybersecurity risks remain key barriers, with 29% citing data privacy as their primary concern. OpenAI, Microsoft and Sierra are urging businesses not to wait for the technology to be perfected. "Accept that it is imperfect," said Bret Taylor, Sierra CEO and OpenAI chairman. "Rather than say, 'Will AI do something wrong', say, 'When it does something wrong, what are the operational mitigations that we've put in place?'" Three-quarters of the polled executives said AI currently delivers minimal value for their investments. Some companies are "having hammers looking for nails," said Jim Siders, Palantir's chief information officer, describing firms that purchase AI solutions before identifying clear use cases.Read more of this story at Slashdot.

Children working in India's fruit and vegetable markets can perform complex mental calculations with ease, yet struggle with basic written math tests that determine their academic future, according to new research that raises troubling questions about mathematics education worldwide. The study, published in Nature, reveals how traditional education systems are failing to tap into the mathematical talents of students who develop practical skills outside the classroom, particularly those from lower-income families. MIT economist Abhijit Banerjee, who grew up watching young market vendors deftly handle complicated transactions, led the research. His team found that while these children could rapidly perform mental arithmetic, they performed poorly on standard written assessments like long division problems. The findings come at a critical moment when mathematics education must evolve to meet modern demands, incorporating data literacy and computational skills alongside traditional mathematics. The research points to systemic issues, including a global shortage of trained mathematics teachers and assessment systems that reward memorization over reasoning. Without addressing these challenges, researchers warn, naturally talented students from disadvantaged backgrounds may never reach their potential in fields like research, entrepreneurship, or teaching.Read more of this story at Slashdot.

Apple is developing robots for its smart home ecosystem, though mass production is unlikely to begin before 2028, according to widely reliable TF Securities analyst Ming-Chi Kuo. The project remains in early proof-of-concept testing, with Apple exploring both humanoid and non-humanoid designs, he wrote in a post on X. The company is focusing on how users interact with robots rather than their physical appearance, prioritizing sensing hardware and software as core technologies, Kuo said. The tech giant has taken an unusual approach by publicly sharing some of its robotics research during this early stage, possibly to recruit talent, the analyst noted. The proof-of-concept phase, which precedes formal product development, serves as Apple's testing ground for product ideas and core technologies. Apple's foldable phone project is also currently in the proof-of-concept phase, he said.Read more of this story at Slashdot.

An anonymous reader shares a report: Google has fixed two vulnerabilities that, when chained together, could expose the email addresses of YouTube accounts, causing a massive privacy breach for those using the site anonymously. The flaws were discovered by security researchers Brutecat (brutecat.com) and Nathan (schizo.org), who found that YouTube and Pixel Recorder APIs could be used to obtain user's Google Gaia IDs and convert them into their email addresses. The ability to convert a YouTube channel into an owner's email address is a significant privacy risk to content creators, whistleblowers, and activists relying on being anonymous online.Read more of this story at Slashdot.

Former Google chief Eric Schmidt has warned that western countries need to focus on building open-source AI models or risk losing out to China in the global race to develop the cutting-edge technology. From a report: The warning comes after Chinese startup DeepSeek shocked the world last month with the launch of R1, its powerful-reasoning open large language model, which was built in a more efficient way than its US rivals such as OpenAI. Schmidt, who has become a significant tech investor and philanthropist, said the majority of the top US LLMs are closed -- meaning not freely accessible to all -- which includes Google's Gemini, Anthropic's Claude and OpenAI's GPT-4, with the exception being Meta's Llama. "If we don't do something about that, China will ultimately become the open-source leader and the rest of the world will become closed-source," Schmidt told the Financial Times. The billionaire said a failure to invest in open-source technologies would prevent scientific discovery from happening in western universities, which might not be able to afford costly closed models.Read more of this story at Slashdot.

Longtime Slashdot reader schwit1 shares a report from Popular Science: In 2021, NASCAR unveiled its Next Gen platform that included a number of rule changes from the previous iteration. Now fully symmetrical and using composite body panels instead of metal, the latest NASCAR vehicles are more like the street versions of the Chevrolet Camaro, the Ford Mustang, and the Toyota TRD Camry. Race car driving isn't an inexpensive sport, and one of the goals for the Next Gen platform was to reduce operating costs and create parity across the board. Technique Chassis, the sole chassis manufacturer for the NASCAR Cup Series, builds a modular offering in three parts. As a result, everyone is starting with the same platform, and finding a competitive advantage is in the tiniest details. One smart way to differentiate from the competition is 3D-printed parts. But this isn't your hobbyist level 3D printing. Minnesota-based Stratasys specializes in "additive manufacturing," the process of creating an object by building it one layer at a time. Stratasys Senior Global Director of Automotive & Mobility Fadi Abro explains that this term is synonymous with 3D printing. However, the industry often reserves that description for hobby-level projects on smaller, non-industrial printers, while additive manufacturing represents robust industrial solutions. Additive manufacturing is the exact inverse of subtractive manufacturing, which requires cutting away at a solid chunk of material to achieve a final product. In art terms, additive manufacturing would be like sculpting with modeling clay while subtractive is akin to carving a shape from a block of marble. As it relates to NASCAR, Stratasys provides parts like ducts, covers, brackets, and tubing. Together with the racing organization, Stratasys reviews the current driver needs and makes recommendations for other parts and modifications. [...] The kind of printers Stratasys builds aren't the type you buy at your local electronics store, either. Each industrial-grade 3D printer costs anywhere from $20,000 to $600,000. Using this kind of equipment isn't without precedent, and builds at SEMA's annual extravaganza feature 3D parts we wouldn't have dreamed of a few years ago. [...] In the past few months, Stratasys has been on a roll, signing an extension to its 20-year partnership with the Joe Gibbs Racing team and earning the title of "Official 3D Printing Partner of NASCAR." Competition for this market continues to heat up, however, as there are startups and legacy companies pushing hard. Around the world, 3D printing companies abound. Stratasys has one major factor on its side: 35 years of experience. What's new is that today's printing is more accurate, it's faster, the materials are more robust, Abro says. "I think what's changed drastically over the past five to seven years has been all about material development," Abro explains. "We're seeing materials that are just incredible, whether it's how resistant to heat they are or how strong they are compared to how much they weigh." "It's better, faster, cheaper. It's faster to print something than to mill it, and then it's certainly cheaper in a multitude of different ways. Number one, there's not as much skill required for 3D printing as there is in CNC machining; you need a more traditional manufacturing method."Read more of this story at Slashdot.