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97% of Buildings On Earth 3D-Mapped

Longtime Slashdot reader Gilmoure shares a report from Nature: Scientists have produced the most detailed 3D map of almost all buildings in the world. The map, called GlobalBuildingAtlas, combines satellite imagery and machine learning to generate 3D models for 97% of buildings on Earth. The dataset, published in the open-access journal Earth System Science Data on December 1, covers 2.75 billion buildings, each mapped with footprints and heights at a spatial resolution of 3 meters by 3 meters. The 3D map opens new possibilities for disaster risk assessment, climate modeling and urban planning, according to study co-author Xiaoxiang Zhu, an Earth observation data scientist at the Technical University of Munich in Germany. "Imagine a video game with the world's buildings already mapped in basic spatial dimensions!" writes Gilmoure.

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Over 10,000 Docker Hub Images Found Leaking Credentials, Auth Keys

joshuark shares a report from BleepingComputer: More than 10,000 Docker Hub container images expose data that should be protected, including live credentials to production systems, CI/CD databases, or LLM model keys. After scanning container images uploaded to Docker Hub in November, security researchers at threat intelligence company Flare found that 10,456 of them exposed one or more keys. The most frequent secrets were access tokens for various AI models (OpenAI, HuggingFace, Anthropic, Gemini, Groq). In total, the researchers found 4,000 such keys. "These multi-secret exposures represent critical risks, as they often provide full access to cloud environments, Git repositories, CI/CD systems, payment integrations, and other core infrastructure components," Flare notes. [...] Additionally, they found hardcoded API tokens for AI services being hardcoded in Python application files, config.json files, YAML configs, GitHub tokens, and credentials for multiple internal environments. Some of the sensitive data was present in the manifest of Docker images, a file that provides details about the image.Flare notes that roughly 25% of developers who accidentally exposed secrets on Docker Hub realized the mistake and removed the leaked secret from the container or manifest file within 48 hours. However, in 75% of these cases, the leaked key was not revoked, meaning that anyone who stole it during the exposure period could still use it later to mount attacks. Flare suggests that developers avoid storing secrets in container images, stop using static, long-lived credentials, and centralize their secrets management using a dedicated vault or secrets manager. Organizations should implement active scanning across the entire software development life cycle and revoke exposed secrets and invalidate old sessions immediately.

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VMware Kills vSphere Foundation In Parts of EMEA

Broadcom has quietly pulled VMware vSphere Foundation from parts of EMEA, pushing smaller customers toward far more expensive bundles and prompting some to consider jumping to Hyper-V or Nutanix. The Register reports: VVF is a bundle that offers compute, storage, and networking virtualization, and a platform to run containers. It's most useful in hyperconverged infrastructure and hybrid clouds, but is less capable than the Cloud Foundation (VCF) private cloud suite. Virtzilla said EMEA customers would need to check with their local dealer to see if VVF was still on sale in their country. "VVF is no longer available in some EMEA countries, but for the majority it is still available," a Broadcom spokesperson said. "Customers will have to reach out to sales reps or partners to determine availability of a given product in their region. These changes were recent." Our initial tipster said their reseller clued them into the impending change when VMware's new fiscal year started in November. This anonymous customer told us that their hardware fleet boasts thousands of compute cores and without more affordable options, his organization was looking at their annual VMware spend leaping by 10x from around $130,000 to $1.3 million. "We're currently looking to jump ship to either Microsoft's Hyper-V or Nutanix, as we can't eat (that) increase," they told The Register. [...] For the moment, a Broadcom spokesperson told us it has no plans to ditch VMware vSphere Standard, the basic server virtualization bundle which we're told makes up about 60 percent of the company's licenses and is a lower-cost way to access VMware's hypervisor than buying its full suite of VMware Cloud Foundation products. "We have not announced any changes to the availability of vSphere Standard in EMEA nor end of support for vSphere Standard," the spokesperson said via email. "The product remains fully available across EMEA today. However, Broadcom product availability can vary by region to align with local market requirements, customer demand, and other considerations."

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Trump Signs Executive Order For Single National AI Regulation Framework, Limiting Power of States

President Trump signed an executive order establishing a single federal AI regulatory framework that preempts state-level rules, aiming to centralize oversight of the rapidly growing AI industry. "The Trump administration, with the aid of AI and crypto czar David Sacks, has been pursuing a path that would allow federal rules to preempt state regulations on AI, a move meant to keep big Democratic-led states like California and New York from exerting their control over the growing industry," notes CNBC. Developing...

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UC Berkeley Professor Uses Secret Camera To Catch PhD Candidate Sabotaging Rival

A UC Berkeley professor, suspecting years of targeted computer damage against one Ph.D. student, secretly installed a hidden camera that allegedly caught another doctoral candidate sabotaging the student's laptop. The student now faces felony vandalism charges and is due for his first court appearance on Dec. 15. The Mercury News reports: A UC Berkeley professor smelled a rat -- over the years there had been $46,855 in damage from computers that failed, and nearly all of it seemed to affect one particular Ph.D. candidate at the college's Electrical Engineering and Computer Sciences department. The professor wondered if the student's luck was really that bad, or if something else was afoot. So he installed a hidden camera -- disguised in a department laptop, and pointed it at the student's computer. According to police, the sly move captured another Ph.D. candidate, 26-year-old Jiarui Zou, damaging his fellow student's computer with some implement that caused sparks to fly out of the laptop. Now, Zou has been charged with three felony counts of vandalism, related to the destruction of three computers on Nov. 9-10. The charges allege the damage amounted to more than $400 each time, though the professor who reported the vandalism, and the affected student, told police they suspect Zou of the additional incidents that had been going on for years, court records show.

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Rivian Goes Big On Autonomy, With Custom Silicon, Lidar, and a Hint At Robotaxis

During the company's first "Autonomy & AI Day" event today, Rivian unveiled a major autonomy push featuring custom silicon, lidar, and a "large driving model." It also hinted at a potential entry into the self-driving ride-hail market, according to CEO RJ Scaringe. TechCrunch reports: Rivian said it will expand the hands-free version of its driver-assistance software to "over 3.5 million miles of roads across the USA and Canada" and will eventually expand beyond highways to surface streets (with clearly painted road lines). This expanded access will be available on the company's second-generation R1 trucks and SUVs. It's calling the expanded capabilities "Universal Hands-Free" and will launch in early 2026. Rivian says it will charge a one-time fee of $2,500 or $49.99 per month. "What that means is you can get into the vehicle at your house, plug in the address to where you're going, and the vehicle will completely drive you there," Scaringe said Thursday, describing a point-to-point navigation feature. After that, Rivian plans to allow drivers to take their eyes off the road. "This gives you your time back. You can be on your phone, or reading a book, no longer needing to be actively involved in the operation of vehicle." Rivian's driver assistance software won't stop there; the EV maker laid out plans on Thursday to enhance its capabilities all the way up to what it's calling "personal L4," a nod to the level set by the Society of Automotive Engineers that means a car can operate in a particular area with no human intervention. After that, Scaringe hinted that Rivian will be looking at competing with the likes of Waymo. "While our initial focus will be on personally owned vehicles, which today represent a vast majority of the miles driven in the United States, this also enables us to pursue opportunities in the ride-share space," he said. To help accomplish these lofty goals, Rivian has been building a "large driving model" (think: an LLM but for real-world driving), part of a move away from a rules-based framework for developing autonomous vehicles that has been led by Tesla. The company also showed off its own custom 5nm processor, which it says will be built in collaboration with both Arm and TSMC.

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Disney Says Google AI Infringes Copyright 'On a Massive Scale'

An anonymous reader quotes a report from Ars Technica: The Wild West of copyrighted characters in AI may be coming to an end. There has been legal wrangling over the role of copyright in the AI era, but the mother of all legal teams may now be gearing up for a fight. Disney has sent a cease and desist to Google, alleging the company's AI tools are infringing Disney's copyrights "on a massive scale." According to the letter, Google is violating the entertainment conglomerate's intellectual property in multiple ways. The legal notice says Google has copied a "large corpus" of Disney's works to train its gen AI models, which is believable, as Google's image and video models will happily produce popular Disney characters -- they couldn't do that without feeding the models lots of Disney data. The C&D also takes issue with Google for distributing "copies of its protected works" to consumers. So all those memes you've been making with Disney characters? Yeah, Disney doesn't like that, either. The letter calls out a huge number of Disney-owned properties that can be prompted into existence in Google AI, including The Lion King, Deadpool, and Star Wars. The company calls on Google to immediately stop using Disney content in its AI tools and create measures to ensure that future AI outputs don't produce any characters that Disney owns. Disney is famously litigious and has an army of lawyers dedicated to defending its copyrights. The nature of copyright law in the US is a direct result of Disney's legal maneuvering, which has extended its control of iconic characters by decades. While Disney wants its characters out of Google AI generally, the letter specifically cited the AI tools in YouTube. Google has started adding its Veo AI video model to YouTube, allowing creators to more easily create and publish videos. That seems to be a greater concern for Disney than image models like Nano Banana. "We have a longstanding and mutually beneficial relationship with Disney, and will continue to engage with them," Google said in a statement. "More generally, we use public data from the open web to build our AI and have built additional innovative copyright controls like Google-extended and Content ID for YouTube, which give sites and copyright holders control over their content." The cease and desist letter arrives at the same time the company announced a content deal with OpenAI. Disney said it's investing $1 billion in OpenAI via a three-year licensing deal that will let users generate AI-powered short videos and images featuring more than 200 characters.

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New OpenAI Models Likely Pose 'High' Cybersecurity Risk, Company Says

An anonymous reader quotes a report from Axios: OpenAI says the cyber capabilities of its frontier AI models are accelerating and warns Wednesday that upcoming models are likely to pose a "high" risk, according to a report shared first with Axios. The models' growing capabilities could significantly expand the number of people able to carry out cyberattacks. OpenAI said it has already seen a significant increase in capabilities in recent releases, particularly as models are able to operate longer autonomously, paving the way for brute force attacks. The company notes that GPT-5 scored a 27% on a capture-the-flag exercise in August, GPT-5.1-Codex-Max was able to score 76% last month. "We expect that upcoming AI models will continue on this trajectory," the company says in the report. "In preparation, we are planning and evaluating as though each new model could reach 'high' levels of cybersecurity capability as measured by our Preparedness Framework." "High" is the second-highest level, below the "critical" level at which models are unsafe to be released publicly. "What I would explicitly call out as the forcing function for this is the model's ability to work for extended periods of time," said OpenAI's Fouad Matin.

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Sperm Donor With Cancer-Causing Gene Fathered Nearly 200 Children Across Europe

schwit1 shares a report from CBS News: perm from a donor who unknowingly carried a cancer-causing gene has been used to conceive nearly 200 babies across Europe, an investigation by 14 European public service broadcasters, including CBS News' partner network BBC News, has revealed. Some children conceived using the sperm have already died from cancer, and the vast majority of those who inherited the gene will develop cancer in their lifetimes, geneticists said. The man carrying the gene passed screening checks before he became a donor at the European Sperm Bank when he was a student in 2005. His sperm has been used by women trying to conceive for 17 years across multiple countries. The cancer-causing mutation occurred in the donor's TP53 gene -- which prevents cells in the body from turning cancerous -- before his birth, according to the investigation. It causes Li Fraumeni syndrome, which gives affected people a 90% chance of developing cancers, particularly during childhood, as well as breast cancer in later life. Up to 20% of the donor's sperm contained the mutated TP53 gene. Any children conceived with affected sperm will have the dangerous mutation in every cell of their body. The affected donor sperm was discovered when doctors seeing children with cancers linked to sperm donation raised concerns at this year's European Society of Human Genetics. At the time, 23 children with the genetic mutation had been discovered, out of 67 children linked to the donor. Ten of those children with the mutation had already been diagnosed with cancer. Freedom of Information requests submitted by journalists across multiple countries revealed at least 197 children were affected, though it is not known how many inherited the genetic mutation. More affected children could be discovered as more data becomes available.

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NASA Loses Contact With MAVEN Mars Orbiter

NASA has lost contact with its MAVEN Mars orbiter after it passed behind Mars. When it remerged from behind the planet, the spacecraft never resumed communications. SpaceNews reports: MAVEN launched in November 2013 and entered orbit around Mars in September 2014. The spacecraft's primary science mission is to study the planet's upper atmosphere and interactions with the solar wind, including how the atmosphere escapes into space. That is intended to help scientists understand how the planet changes from early in its history, when it had a much thicker atmosphere and was warm enough to support liquid water on its surface. MAVEN additionally serves as a communications relay, using a UHF antenna to link the Curiosity and Perseverance rovers on the Martian surface with the Deep Space Network. NASA's Mars Odyssey and Mars Reconnaissance Orbiter spacecraft also serve as communications relays for the rovers, but are both significantly older than MAVEN. The spacecraft has suffered some technical problems in the past, notably with its inertial measurement units (IMUs) used for navigation. In 2022, MAVEN switched to an "all-stellar" navigation system to minimize the use of the IMUs. MAVEN has enough propellant to maintain its orbit through at least the end of the decade. NASA's fiscal year 2026 budget proposal, though, zeroed out funding for MAVEN, which cost $22.6 million to operate in 2024. MAVEN was one of several missions "operating well past the end of prime mission" the proposal would terminate, despite MAVEN's role as a communications relay.

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ChatGPT Is Apple's Most Downloaded App of 2025

An anonymous reader quotes a report from TechCrunch: Apple on Wednesday released its annual list of the most downloaded apps and games for the year. For the U.S. market, OpenAI's ChatGPT topped the ranks of free iPhone apps (not including games) with the most installs in 2025. The AI app was followed by Threads, Google, TikTok, WhatsApp, Instagram, YouTube, Google Maps, Gmail, and Google's Gemini. ChatGPT made it to No. 4 last year, but the top spot was taken by Chinese shopping app Temu. In 2023, the AI app didn't make the top-10 list despite being released on the iPhone in May 2023 to a strong debut.

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Operation Bluebird Wants To Relaunch 'Twitter' For a New Social Network

A startup called Operation Bluebird is petitioning the US Patent and Trademark Office to strip X Corp of the "Twitter" and "tweet" trademarks, hoping to relaunch a new Twitter with the old brand, bird logo, and "town square" vibe. "The TWITTER and TWEET brands have been eradicated from X Corp.'s products, services, and marketing, effectively abandoning the storied brand, with no intention to resume use of the mark," the petition states. "The TWITTER bird was grounded." Ars Technica reports: If successful, two leaders of the group tell Ars, Operation Bluebird would launch a social network under the name Twitter.new, possibly as early as late next year. (Twitter.new has created a working prototype and is already inviting users to reserve handles.) Michael Peroff, an Illinois attorney and founder of Operation Bluebird, said that in the intervening years, more Twitter-like social media networks have sprung up or gained traction -- like Threads, Mastodon, and Bluesky. But none have the scale or brand recognition that Twitter did prior to Musk's takeover. "There certainly are alternatives," Peroff said. "I don't know that any of them at this point in time are at the scale that would make a difference in the national conversation, whereas a new Twitter really could." Similarly, Peroff's business partner, Stephen Coates, an attorney who formerly served as Twitter's general counsel, said that Operation Bluebird aims to recreate some of the magic that Twitter once had. "I remember some time ago, I've had celebrities react to my content on Twitter during the Super Bowl or events," he told Ars. "And we want that experience to come back, that whole town square, where we are all meshed in there." "Mere 'token use' won't be enough to reserve the mark," said Mark Lemley, a Stanford Law professor and expert in trademark law. "Or [X] could defend if it can show that it plans to go back to using Twitter. Consumers obviously still know the brand name. It seems weird to think someone else could grab the name when consumers still associate it with the ex-social media site of that name. But that's what the law says."

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Google Faces Fines Over Google Play If It Doesn't Make More Concessions

EU regulators say Google's Play Store changes still don't meet fairness rules and are preparing a potentially hefty 2026 fine unless Google makes deeper concessions. Reuters reports: Google Play has been in the European Commission's crosshairs since March, with regulators singling out technical restrictions preventing app developers from steering users to other channels for cheaper offers. Another issue is the service fee charged by Google for facilitating an app developer's initial acquisition of a new customer via Google Play which the regulator said goes beyond what is justified. Tweaks to Google Play announced in August to make it easier for app developers to direct customers to other channels and choose a fee model are still falling short, the people said, with the EU antitrust regulator viewing Apple's recent changes to its App Store as a benchmark. [...] Google can still offer to make more changes before regulators impose a fine, likely in the first quarter of the next year, the people said, adding that the timing of any sanction can still change. "We continue to work closely with the European Commission in its ongoing investigation but have serious concerns that further changes would put Android and Play users at risk of malware, scams and data theft. Unlike iOS, Android is already open by design," a Google spokesperson said.

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India Proposes Charging OpenAI, Google For Training AI On Copyrighted Content

An anonymous reader quotes a report from TechCrunch: On Tuesday, India's Department for Promotion of Industry and Internal Trade released a proposed framework that would give AI companies access to all copyrighted works for training in exchange for paying royalties to a new collecting body composed of rights-holding organizations, with payments then distributed to creators. The proposal argues that this "mandatory blanket license" would lower compliance costs for AI firms while ensuring that writers, musicians, artists, and other rights holders are compensated when their work is scraped to train commercial models. [...] The eight-member committee, formed by the Indian government in late April, argues the system would avoid years of legal uncertainty while ensuring creators are compensated from the outset. Defending the system, the committee says in a 125-page submission (PDF) that a blanket license "aims to provide an easy access to content for AI developers reduce transaction costs [and] ensure fair compensation for rightsholders," calling it the least burdensome way to manage large-scale AI training. The submission adds that the single collecting body would function as a "single window," eliminating the need for individual negotiations and enabling royalties to flow to both registered and unregistered creators.

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Qualcomm Acquires RISC-V Chip Designer Ventana Micro Systems

Qualcomm has acquired RISC-V startup Ventana to strengthen its CPU ambitions beyond mobile, "reinforcing its commitment and leadership in the development of the RISC-V standard and ecosystem," the company said in a press release. CRN Magazine reports: The San Diego-based company said Ventana's expertise in RISC-V, a free and open alternative to the Arm and x86 instruction set architectures, will enhance its CPU engineering capabilities and complement "existing efforts to develop custom Oryon CPU technology." Financial terms of the deal were not disclosed. Qualcomm, which has already been using RISC-V for some products outside the PC and server markets, said Ventana's contributions will boost its "technology leadership in the AI era across all businesses," indicating the broad impact expected by this acquisition. "We believe the RISC-V instruction set architecture has the potential to advance the frontier on CPU technology, enabling innovation across products," Durga Malladi, executive vice president and general manager of technology planning, edge solutions and data center for Qualcomm, said in a statement. "The acquisition of Ventana Micro Systems marks a pivotal step in our journey to deliver industry-leading RISC-V-based CPU technology across products." Further reading: Qualcomm Is Buying Arduino, Releases New Raspberry Pi-Esque Arduino Board

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Ubuntu Will Have Native AMD ROCm AI/ML and HPC Libraries In Next LTS Release

Longtime Slashdot reader MadCow42 writes: Canonical just announced that they're packaging AMD's ROCm libraries (for AIML and HPC with both data-center GPUs as well as desktop/laptop GPUs), directly into the Ubuntu Universe archive. You can run ROCm on Ubuntu today but you have to install it via a script from AMD and manually remove and reinstall for any upgrades or bug fixes. Having it in Ubuntu as a normal Debian package will make it much easier to install and also to maintain in the long run via normal apt tooling ('apt upgrade'). This also means that ROCm can be an automatically-installed dependency for other packages, which doesn't happen today. And, interestingly, Canonical has committed to providing long-term-support for ROCm in Ubuntu -- which is particularly exciting for edge and IoT devices that may have a long life in the field and need regular security patches and updates.

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Adobe Integrates With ChatGPT

Adobe is integrating Photoshop, Express, and Acrobat directly into ChatGPT so users can edit photos, design graphics, and tweak PDFs through the chatbot. The Verge reports: The Adobe apps are free to use, and can be activated by typing the name of the app alongside an uploaded file and conversational instruction, such as "Adobe Photoshop, help me blur the background of this image." ChatGPT users won't have to specify the name of the app again during the same conversation to make additional changes. Depending on the instructions, Adobe's apps may offer a selection of results to choose from, or provide a UI element that the user can manually control -- such as Photoshop sliders for adjusting contrast and brightness. The ChatGPT apps don't provide the full functionality of Adobe's desktop software. Adobe says the Photoshop app can edit specific sections of images, apply creative effects, and adjust image settings like brightness, contrast and exposure. Acrobat in ChatGPT can edit existing PDFs, compress and convert other documents into a PDF format, extract text or tables, and merge multiple files together. The Adobe Express app allows ChatGPT users to both generate and edit designs, such as posters, invitations, and social media graphics. Everything in the design can be edited without leaving ChatGPT, from replacing text or images, to altering colors and animating specific sections. If ChatGPT users do want more granular control over a project they started in the chatbot, those photos, PDFs, and designs can be opened directly in Adobe's native apps to pick up where they left off.

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Cable Channel Subscribers Grew For the First Time In 8 Years Last Quarter

An anonymous reader quotes a report from Ars Technica: On Monday, research analyst MoffettNathanson released its "Cord-Cutting Monitor Q3 2025: Signs of Life?" report. It found that the pay TV operators, including cable companies, satellite companies, and virtual multichannel video programming distributors (vMVPDs) like YouTube TV and Fubo, added 303,000 net subscribers in Q3 2025. According to the report, "There are more linear video subscribers now than there were three months ago. That's the first time we've been able to say that since 2017." In Q3 2017, MoffettNathanson reported that pay TV gained 318,000 net new subscribers. But since then, the industry's subscriber count has been declining, with 1,045,000 customers in Q2 2025, as depicted in the graph [here]. The world's largest vMVPD by subscriber count, YouTube TV, claimed 8 million subscribers in February 2024; some analysts estimate that number is now at 9.4 million. In its report, MoffettNathanson estimated that YouTube TV added 750,000 subscribers in Q3 2025, compared to 1 million in Q3 2024. Traditional pay TV companies also contributed to the industry's unexpected growth by bundling its services with streaming subscriptions. Charter Communications offers bundles with nine streaming services, including Disney+, Hulu, and HBO Max. In Q3 2024, it saw net attrition of 294,000 customers, compared to about 70,000 in Q3 2025. Other cable companies have made similar moves. Comcast, for example, launched a streaming bundle with Netflix, Peacock, and Apple TV in May 2024. For Q3 2025, Comcast reported its best pay TV subscriber count in almost five years, which was a net loss of 257,000 customers. "Traditional pay TV -- i.e. cable and satellite -- still declined quarter over quarter in Q3, but again, by less," noted SteamTV Insider. "The [year-over-year] rate of attrition dropped from -12.4 percent to -10.2 percent over 12 months." MoffettNathanson added: "Yes, Q3 saw a positive net add number for [pay TV for] the first time in eight years, but that positive result came in the year's seasonally strongest quarter. We're not yet close to seeing the category actually grow again..."

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Rubio Orders Diplomats To Return To Using Times New Roman Font

An anonymous reader quotes a report from Reuters: U.S. Secretary of State Marco Rubio on Tuesday ordered diplomats to return to using Times New Roman font in official communications, calling his predecessor Antony Blinken's decision to adopt Calibri a "wasteful" diversity move, according to an internal department cable seen by Reuters. The department under Blinken in early January 2023 had switched to Calibri, a modern sans-serif font, saying this was a more accessible font for people with disabilities because it did not have the decorative angular features and was the default in Microsoft products. A cable dated December 9 sent to all U.S. diplomatic posts said that typography shapes the professionalism of an official document and Calibri is informal compared to serif typefaces. "To restore decorum and professionalism to the Department's written work products and abolish yet another wasteful DEIA program, the Department is returning to Times New Roman as its standard typeface," the cable said. "This formatting standard aligns with the President's One Voice for America's Foreign Relations directive, underscoring the Department's responsibility to present a unified, professional voice in all communications," it added.

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RoboCrop: Teaching Robots How To Pick Tomatoes

alternative_right quotes a report from Phys.org: To teach robots how to become tomato pickers, Osaka Metropolitan University Assistant Professor Takuya Fujinaga, Graduate School of Engineering, programmed them to evaluate the ease of harvesting for each tomato before attempting to pick it. Fujinaga's new model uses image recognition paired with statistical analysis to evaluate the optimal approach direction for each fruit. The system involves image processing/vision of the fruit, its stems, and whether it is concealed behind another part of the plant. These factors inform robot control decisions and help it choose the best approach. The model represents a shift in focus from the traditional 'detection/recognition' model to what Fujinaga calls a 'harvest-ease estimation.' "This moves beyond simply asking 'can a robot pick a tomato?' to thinking about 'how likely is a successful pick?', which is more meaningful for real-world farming," he explained. When tested, Fujinaga's new model demonstrated an 81% success rate, far above predictions. Notably, about a quarter of the successes were tomatoes that were successfully harvested from the right or left side that had previously failed to be harvested by a front approach. This suggested that the robot changed its approach direction when it initially struggled to pick the fruit. "This is expected to usher in a new form of agriculture where robots and humans collaborate," said Fujinaga. "Robots will automatically harvest tomatoes that are easy to pick, while humans will handle the more challenging fruits." The findings are published in Smart Agricultural Technology.

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