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xAI has launched Grok 3, the latest iteration of its large language model, alongside new capabilities for its iOS and web applications. The model has been trained on approximately 200,000 GPUs in a Memphis data center, representing what CEO Elon Musk claims is a tenfold increase in computing power compared to its predecessor. The new release introduces two specialized variants: Grok 3 Reasoning and Grok 3 mini Reasoning, designed to methodically analyze problems similar to OpenAI's o3-mini and DeepSeek's R1 models. According to xAI's benchmarks, Grok 3 outperforms GPT-4o on several technical evaluations, including AIME for mathematical reasoning and GPQA for PhD-level science problems. A notable addition is the DeepSearch feature, which combs through web content and X posts to generate research summaries. The platform will be available through X's Premium+ subscription and a new SuperGrok tier ($30/month or $300/year), with the latter offering enhanced reasoning capabilities and unlimited image generation. To prevent knowledge extraction through model distillation -- a technique recently attributed to DeepSeek's alleged copying of OpenAI's models -- xAI has implemented measures to obscure the reasoning models' thought processes in the Grok app. The company plans to release the Grok 2 model as open source once Grok 3 achieves stability.

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SanDisk aims to produce petabyte-scale SSDs through its new UltraQLC platform, though the company has not specified a release timeline. The technology, it said, combines SanDisk's BICS 8 QLC 3D NAND with a proprietary 64-channel controller featuring hardware accelerators that offload storage functions from firmware to reduce latency and improve reliability. The initial UltraQLC drives will use 2Tb NAND chips to reach 128TB capacities, with future iterations targeting 256TB, 512TB, and eventually 1PB as higher-density NAND becomes available. The controller dynamically adjusts power based on workload and employs an advanced bus multiplexer to handle increased data loads from high-density QLC stacks, the company said.

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NAND flash prices are expected to slide due to oversupply, forcing memory chipmakers to cut production to match lower-than-expected orders from PC and smartphone manufacturers. From a report: The superabundance of stock is putting a financial strain on suppliers of NAND flash, according to TrendForce, which says growth rate forecasts are being revised down from 30 percent to 10-15 percent for 2025. "NAND flash manufacturers have adopted more decisive production cuts, scaling back full-year output to curb bit supply growth. These measures are designed to swiftly alleviate market imbalances and lay the groundwork for a price recovery," TrendForce stated. Shrish Pant, Gartner director analyst and technology product leader, expects NAND flash pricing to remain weak for the first half of 2025, though he projects higher bit shipments for SSDs in the second half due to continuing AI server demand. "Vendors are currently working tirelessly to discipline supply, which will lead to prices recovering in the second half of 2025. Long term, AI demand will continue to drive the demand for higher-capacity/better-performance SSDs," Pant said. Commenting on the seasonal nature of the memory market, Pant told The Register: "Buying patterns will mean that NAND flash prices will remain cyclical depending on hyperscalers' buying behavior."

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Mexico has threatened legal action against Google after the tech company refused to fully restore the name Gulf of Mexico on its mapping service, escalating a dispute sparked by U.S. President Donald Trump's move to rename the body of water. Google Maps currently displays the water body as Gulf of America within U.S. territory, Gulf of Mexico within Mexican borders, and Gulf of Mexico (Gulf of America) elsewhere, according to a letter from Google vice president Cris Turner to Mexican President Claudia Sheinbaum. Mexico argues the policy violates its sovereignty since the U.S. controls only 46% of the gulf, while Mexico and Cuba control 49% and 5% respectively. The historic name Gulf of Mexico, dating to 1607, is recognized by the United Nations. The dispute has strained U.S.-Mexico relations, with the White House barring Associated Press reporters from events over the news agency's naming policy.

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Apps offering lifetime subscriptions may pose risks despite potential cost savings, according to cybersecurity experts and analysts. While some lifetime plans can pay off quickly - like dating app Bumble's $300 premium subscription that breaks even in five months - others require years of use to justify hefty upfront costs. Meditation app Waking Up charges $1,500 for lifetime access, requiring over 11 years of use to recoup the investment. Security researchers warn against lifetime subscriptions for services with high recurring costs like VPNs and cloud storage. Such providers may compromise user privacy or cut corners on infrastructure to offset losses, said Trevor Hilligoss, senior vice president at cybercrime research group SpyCloud Labs.

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An anonymous reader shares a report: JPMorgan Chase Bank (Chase) will soon start blocking Zelle payments to social media contacts to combat a significant rise in online scams utilizing the service for fraud. Zelle is a highly popular digital payments network that allows users to transfer money quickly and securely between bank accounts. It is also integrated into the mobile apps of many banks in the United States, allowing for almost instant transfers without requiring cash or checks but lacking one crucial feature: purchase protection.

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White-collar workers are facing their deepest hiring slump in a decade, with one in four U.S. job losses last year hitting professional workers, according to S&P Global. A 2024 Vanguard report shows hiring for employees earning over $96,000 has fallen to its lowest level since 2014. The downturn has been particularly severe for job seekers â" 40% of applicants failed to secure even a single interview in 2024, according to a survey of 2,000 respondents by the American Staffing Association and The Harris Poll. Technology and high interest rates appear to be driving the decline, with companies reassessing their workforce needs amid AI adoption and economic pressures. While hiring remains steady for those earning under $55,000 annually, the market continues to be especially challenging for mid-career professionals and higher earners.

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Reddit moderators are struggling to police AI-generated content on the platform, according to ArsTechnica, with many expecting the challenge to intensify as the technology becomes more sophisticated. Several popular Reddit communities have implemented outright bans on AI-generated posts, citing concerns over content quality and authenticity. The moderators of r/AskHistorians, a forum known for expert historical discussion, said that AI content "wastes our time" and could compromise the subreddit's reputation for accurate information. Moderators are currently using third-party AI detection tools, which they describe as unreliable. Many are calling on Reddit to develop its own detection system, the report said.

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A tech enthusiast has successfully transplanted the internal components of an iPhone SE 3 into the body of a Nokia Lumia 1020 Windows Phone, according to a post on Reddit's r/hackintosh forum. The modification preserves all key functions of the iPhone SE 3, including its 12-megapixel camera, 5G capabilities, and Touch ID sensor, which has been relocated to the back of the device. The project retains the Lumia 1020's distinctive design while upgrading its outdated microUSB port to Apple's Lightning connector. The creator adapted the Lumia's original camera shutter button to work as a secondary volume control that can trigger photos in the iPhone's camera app. The only significant feature lost in the conversion was the headphone jack.

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Ten years after publishing his influential book on data privacy, security expert Bruce Schneier warns that surveillance has only intensified, with both government agencies and corporations collecting more personal information than ever before. "Nothing has changed since 2015," Schneier told The Register in an interview. "The NSA and their counterparts around the world are still engaging in bulk surveillance to the extent of their abilities." The widespread adoption of cloud services, Internet-of-Things devices, and smartphones has made it nearly impossible for individuals to protect their privacy, said Schneier. Even Apple, which markets itself as privacy-focused, faces limitations when its Chinese business interests are at stake. While some regulation has emerged, including Europe's General Data Protection Regulation and various U.S. state laws, Schneier argues these measures fail to address the core issue of surveillance capitalism's entrenchment as a business model. The rise of AI poses new challenges, potentially undermining recent privacy gains like end-to-end encryption. As AI assistants require cloud computing power to process personal data, users may have to surrender more information to tech companies. Despite the grim short-term outlook, Schneier remains cautiously optimistic about privacy's long-term future, predicting that current surveillance practices will eventually be viewed as unethical as sweatshops are today. However, he acknowledges this transformation could take 50 years or more.

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Apple is exploring ways to monetize its Maps app by introducing paid business listings and prioritized search results, Bloomberg News reports, citing an internal company meeting with the Maps team. The initiative would allow businesses to pay for higher placement in search results and more prominent display on maps, similar to Google Maps' advertising model. While no timeline has been set and no active development is underway, the move would mark Apple's first attempt to generate direct revenue from its mapping service. The potential Maps monetization comes as Apple expands its advertising business across other services. The company has previously increased its focus on search ads in the App Store and recently added advertising to its News and Stocks apps, as well as its sports content.

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Junior software developers' overreliance on AI coding assistants is creating knowledge gaps in fundamental programming concepts, developer Namanyay Goel argued in a post. While tools like GitHub Copilot and Claude enable faster code shipping, developers struggle to explain their code's underlying logic or handle edge cases, Goel wrote. Goel cites the decline of Stack Overflow, a technical forum where programmers historically found detailed explanations from experienced developers, as particularly concerning.

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The Qualys Threat Research Unit (TRU) discovered that the OpenSSH client is vulnerable to a machine-in-the-middle attack if the VerifyHostKeyDNS option is enabled (disabled by default).

Details can be found in the Qualys advisory at https://www.qualys.com/2025/02/18/openssh-mitm-dos.txt

https://security-tracker.debian.org/tracker/DSA-5868-1

"Amazon required employees to work from the office five days a week starting January 2nd," writes the Seattle Times, "a change from the company's three-day in-office mandate that had been in effect since May 2023." And as Seattle's largest employer (with 50,000 Seattle-based workers), this had an impact, according to data the Times cites from the nonprofit Downtown Seattle Association: In January, downtown Seattle recorded the second-highest daily average for weekday worker foot traffic since March 2020. It also saw 2 million unique visitors on its sidewalks last month. That represents 94% of the visitors downtown Seattle saw in January 2019, the Downtown Seattle Association found... In a statement Friday, Amazon said "we're excited by the innovation, collaboration and connection we've seen already with our teams working in person together...." Jon Scholes [the president of the Downtown Seattle Association] said Amazon's return has been a boon for downtown Seattle. As the city's largest employer, its mandate instantly brought more people to shop and dine around South Lake Union, the Denny Triangle and surrounding neighborhoods... "I think we're seeing people get reacquainted with the reasons they liked working downtown prepandemic," Scholes said. He expects to continue seeing an uptick in foot traffic over the course of the year as more companies follow Amazon's lead and the weather warms up. But Seattle magazine says the statistics show foot traffic in neighborhoods where Amazon's offices are located (South Lake Union and Denny Regrade) "at 74% of that of January 2019. Overall, downtown-area foot traffic was 9% higher than it was a year ago, though only 57% of the pre-pandemic average."

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Today Seoul's Personal Information Protection Commission "said DeepSeek would no longer be available for download until a review of its personal data collection practices was carried out," reports AFP. A number of countries have questioned DeepSeek's storage of user data, which the firm says is collected in "secure servers located in the People's Republic of China"... This month, a slew of South Korean government ministries and police said they blocked access to DeepSeek on their computers. Italy has also launched an investigation into DeepSeek's R1 model and blocked it from processing Italian users' data. Australia has banned DeepSeek from all government devices on the advice of security agencies. US lawmakers have also proposed a bill to ban DeepSeek from being used on government devices over concerns about user data security. More details from the Associated Press: The South Korean privacy commission, which began reviewing DeepSeek's services last month, found that the company lacked transparency about third-party data transfers and potentially collected excessive personal information, said Nam Seok [director of the South Korean commission's investigation division]... A recent analysis by Wiseapp Retail found that DeepSeek was used by about 1.2 million smartphone users in South Korea during the fourth week of January, emerging as the second-most-popular AI model behind ChatGPT.

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California is "considering state ownership of one or more oil refineries," reports the Los Angeles Times. They call the idea "one item on a list of options presented by the California Energy Commission to ensure steady gas supplies as oil companies pull back from the refinery business in the state." "The state recognizes that they're on a pathway to more refinery closures," said Skip York, chief energy strategist at energy consultant Turner Mason & Co. The risk to consumers and the state's economy, he said, is gasoline supply disappearing faster than consumer demand, resulting in fuel shortages, higher prices and severe logistical challenges. Gasoline demand is falling in California, albeit slowly, for two reasons: more efficient gasoline engines, and the increasing number of electric vehicles on the road. Gasoline consumption in California peaked in 2005 and fell 15% through 2023, according to the Union of Concerned Scientists. Electric vehicles, including plug-in hybrids, now represent about 25% of annual new car sales... The drop in demand is causing fundamental strategic shifts among the state's major oil refiners: Chevron, Marathon, Phillips 66, PBF Energy and Valero. Already, two California refineries have ceased producing gasoline to make biodiesel fuel for use in heavy-duty trucks, a cleaner-fuel alternative that enjoys rich state subsidies. More worrisome, the Phillips 66 refinery complex in Wilmington, just outside Los Angeles, plans to close down permanently by year's end. That leaves eight major refineries in California capable of producing gasoline. The closure of any one would create serious gasoline supply issues, industry analysts say. But both Chevron and Valero are contemplating permanent refinery closures. The implications? "Demand will decline gradually," York said, "but supply will fall out in chunks." What's unknown is how many refineries will close, and how soon, and how that will affect supply and demand... A state refinery takeover seems like a radical idea, but the fact that it's being considered demonstrates the seriousness of the supply issue. It's one of several option laid out by the California Energy Commission, which is fulfilling a legislative order to find ways to ensure "a reliable supply of affordable and safe transportation fuels in California." The options list is disparate: Ship in more gasoline from Asia; regulate refineries on the order of electric utilities; cap profit margins; and many more. 92% of California's gas is produced in refineries, the Times reports. But the special gasoline blends required to reduce air pollution "also drive up gasoline prices and raise the risk of shortages, because little such gasoline is produced outside California."

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For over a decade Karol Herbst has been a developer on the open-source Nouveau driver, a reverse-engineered NVIDIA graphics driver for Linux. "He went on to become employed by Red Hat," notes Phoronix. "While he's known more these days for his work on the Mesa 3D Graphics Library and the Rusticl OpenCL driver for it, he's still remained a maintainer of the Nouveau kernel driver." But Saturday Herbst stepped down as a nouveau kernel maintainer, in a mailing list message that begins "I was pondering with myself for a while if I should just make it official that I'm not really involved in the kernel community anymore, neither as a reviewer, nor as a maintainer." (Another message begins "I often thought about at least contributing some patches again once I find the time, but...") Their resignation message hints at some long-running unhappiness. "I got burned out enough by myself caring about the bits I maintained, but eventually I had to realize my limits. The obligation I felt was eating me from inside. It stopped being fun at some point and I reached a point where I simply couldn't continue the work I was so motivated doing as I've did in the early days." And they point to one specific discussion on the kernel mailing list February 8th as "The moment I made up my mind." It happened in a thread about whether Rust would create difficulty for maintainers. (Someone had posted that "The all powerful sub-system maintainer model works well if the big technology companies can employ omniscient individuals in these roles, but those types are a bit hard to come by.") In response, someone else had posted "I'll let you in a secret. The maintainers are not 'all-powerful'. We are the 'thin blue line' that is trying to keep the code to be maintainable and high quality. Like most leaders of volunteer organization, whether it is the Internet Engineerint Task Force (the standards body for the Internet), we actually have very little power. We can not *command* people to work on retiring technical debt, or to improve testing infrastructure, or work on some particular feature that we'd very like for our users. All we can do is stop things from being accepted..." Saturday Herbst wrote: The moment I made up my mind about this was reading the following words written by a maintainer within the kernel community: "we are the thin blue line" This isn't okay. This isn't creating an inclusive environment. This isn't okay with the current political situation especially in the US. A maintainer speaking those words can't be kept. No matter how important or critical or relevant they are. They need to be removed until they learn. Learn what those words mean for a lot of marginalized people. Learn about what horrors it evokes in their minds. I can't in good faith remain to be part of a project and its community where those words are tolerated. Those words are not technical, they are a political statement. Even if unintentionally, such words carry power, they carry meanings one needs to be aware of. They do cause an immense amount of harm. The phrase thin blue line "typically refers to the concept of the police as the line between law-and-order and chaos," according to Wikipedia, but more recently became associated with a"countermovement" to the Black Lives Matter movement and "a number of far-right movements in the U.S." Phoronix writes: Lyude Paul and Danilo Krummrich both of Red Hat remain Nouveau kernel maintainers. Red Hat developers are also working on developing NOVA as the new Rust-based open-source NVIDIA kernel driver leveraging the GSP interface for Turing GPUs and newer.

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The Cleveland Review of Books ponders a new 697-page hardcover collection of American poet/author Kevin Killian's.... reviews from Amazon. (Over 2,000 of 'em — written over the course of 16 years.) In 2012, he wrote three substantial paragraphs about the culinary perfection that can be found in a German Potato Salad Can (15 oz., Pack of 12). Often, he'd open with something like "as an American boy growing up in rural France." Killian grew up on Long Island, New York. He didn't take himself (or much else) too seriously.... [Killian] was also a member of the New Narrative Movement... Writers acknowledge the subjectivity of, and the author's active presence in, the text... Amazon reviews are a near-perfect vehicle for New Narrative's tenets... Killian camouflaged his reviews in the cadence of the Amazon everyman. He embraced all the stylistic quirks, choppy sentence fragments and run-ons, either darting from point to point like a distracted squirrel or leaning heavily into declarative statements.... About the biographer of Elia Kazan, he tells us, "Schickel is in love with the sound of his voice, and somewhere in the shredded coleslaw of his prose, a decent book lies unavailable to us, about the real Elia Kazan...." [T]he writing can move from very funny to strangely poignant. One of my favorites, his review of MacKenzie Smelling Salts, begins with a tragically tongue-in-cheek anecdote about his Irish grandfather: "My Irish grandfather used to keep a bottle of MacKenzie's smelling salts next to his desk. He was the principal at Bushwick High School (in Brooklyn, NY) in the 1930s and 1940s, before it became a dangerous place to live in, and way before Bushwick regained its current state of desirable area for new gentrification. And he kept one at home as well, in case of a sudden shock. At school, he would press the saturated cotton under the nostrils of poor girls who realized they were pregnant in health class, before he expelled them." He ends with his own reasons for using smelling salts, citing wildly diverging examples: his grief upon learning of the death of Paul Walker from the Fast & Furious film franchise abuts Killian's disappointment at not being selected for the 2014 Whitney Biennial. Apparently, both were deeply traumatic experiences for Kevin... ["it took my wife a minute or two to locate the MacKenzie's, but passing it under my nose, as though she were my grandfather ministering to the pregnant girls of yore..."] No one wants to be forgotten. I do not think it's a coincidence Killian started writing the reviews after his heart attack. Why did he keep going? Most likely, it was because he enjoyed the writing and got something out of it — pleasure, practice, and a bit of notoriety. But mainly, I think the project grew out of habit and compulsion. In a similar way, the graffiti art of Keith Haring, Jean-Paul Basquiat, and Banksy began in subway tunnels, one tag and mural at a time, until it grew into bodies of work collected and coveted by museums worldwide. In Killian's case, the global commerce platform was his ugly brick wall, his subway platform, and his train car. Coming away, I like to imagine him gleefully typing, manipulating the Amazon review forums into something that had little to do with the consumerism they had been created to support: Killian tagging a digital wall to remind everyone KEVIN WAS HERE. The book reviewer points out that the collection's final review, for the memoir Never Mind the Moon: My Time at the Royal Opera House, is dated a month before Killian died. "Unfortunately, the editors of this volume did not preserve the Helpful/Not Helpful ratings, only the stars." Putting it all in perspective, the book critic notes that "In 2023, Amazon reported that one hundred million customers submitted one or more product reviews to the site. The content of most is dross, median." Though the critic then also acknowledges that "I haven't read any of Killian's other work."

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Nicholas Carr wrote The Shallows: What the Internet Is Doing to Our Brains. But his new book looks at how social media and digital communication technologies "are changing us individually and collectively," writes the Los Angeles Review of Books. The book's title? Superbloom: How Technologies of Connection Tear Us Apart . But if these systems are indeed tearing us apart, the reasons are neither obvious nor simple. Carr suggests that this isn't really about the evil behavior of our tech overlords but about how we have "been telling ourselves lies about communication — and about ourselves.... Well before the net came along," says Carr, "[the] evidence was telling us that flooding the public square with more information from more sources was not going to open people's minds or engender more thoughtful discussions. It wasn't even going to make people better informed...." At root, we're the problem. Our minds don't simply distill useful knowledge from a mass of raw data. They use shortcuts, rules of thumb, heuristic hacks — which is how we were able to think fast enough to survive on the savage savanna. We pay heed, for example, to what we experience most often. "Repetition is, in the human mind, a proxy for facticity," says Carr. "What's true is what comes out of the machine most often...." Reality can't compete with the internet's steady diet of novelty and shallow, ephemeral rewards. The ease of the user interface, congenial even to babies, creates no opportunity for what writer Antón Barba-Kay calls "disciplined acculturation." Not only are these technologies designed to leverage our foibles, but we are also changed by them, as Carr points out: "We adapt to technology's contours as we adapt to the land's and the climate's." As a result, by designing technology, we redesign ourselves. "In engineering what we pay attention to, [social media] engineers [...] how we talk, how we see other people, how we experience the world," Carr writes. We become dislocated, abstracted: the self must itself be curated in memeable form. "Looking at screens made me think in screens," writes poet Annelyse Gelman. "Looking at pixels made me think in pixels...." That's not to say that we can't have better laws and regulations, checks and balances. One suggestion is to restore friction into these systems. One might, for instance, make it harder to unreflectively spread lies by imposing small transactional costs, as has been proposed to ease the pathologies of automated market trading. An option Carr doesn't mention is to require companies to perform safety studies on their products, as we demand of pharmaceutical companies. Such measures have already been proposed for AI. But Carr doubts that increasing friction will make much difference. And placing more controls on social media platforms raises free speech concerns... We can't change or constrain the tech, says Carr, but we can change ourselves. We can choose to reject the hyperreal for the material. We can follow Samuel Johnson's refutation of immaterialism by "kicking the stone," reminding ourselves of what is real.

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"A robotic lander from Texas-based Firefly Aerospace is now in orbit around the Moon," reports Spaceflight Now, "and going through its final preparations to land in the coming weeks." Its arrival comes nearly a month after the spacecraft launched onboard a Falcon 9 rocket from pad 39A at NASA's Kennedy Space Center. This is the third mission launched as part of the agency's Commercial Lunar Payload Services (CLPS) program, an initiative designed to bring science and technology demonstrations to the Moon at a cheaper cost... Manifested on this lander are 10 NASA payloads, which cover a range of objectives. Those include the Lunar Instrumentation for Subsurface Thermal Exploration with Rapidity (LISTER) instrument, which will drill between 2- to 3-meters into the Moon's surface to study the heat flow; and the Stereo Cameras for Lunar Plume-Surface Studies (SCALPSS) 1.1 instrument, which will use a series of cameras to capture the plume generated at landing to help create a three-dimensional model... "We saw that for the type of advanced scientific or engineering measurements we wanted to make, the instruments were small enough and compact enough that we could actually fly 10," [said Joel Kearns, deputy associate administrator for Exploration in NASA's Science Mission Directorate], "if someone could actually schedule them to get all of their operations done over the 14 Earth day lunar daytime." Firefly Aerospace ended up winning that bid and carries with it the most NASA instruments manifested on a single Commercial Lunar Payload Services lander so far. Friday on X.com Firefly Aerospace wished a happy Valentine's Day to "all those on Earth who dare to Dream Big." "Blue Ghost has been capturing stunning imagery of our planet throughout its journey," Spaceflight Now says in a 12-minute video. And Friday on X.com Firefly posted Blue Ghost's first spectacular shots of the moon as it approaches — along with its special message for Valentine's Day. "I love you to the Moon, but not back — I'm staying there."

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