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'Just Because Linus Torvalds Vibe Codes Doesn't Mean It's a Good Idea'

In an opinion piece for The Register, Steven J. Vaughan-Nichols argues that while "vibe coding" can be fun and occasionally useful for small, throwaway projects, it produces brittle, low-quality code that doesn't scale and ultimately burdens real developers with cleanup and maintenance. An anonymous reader shares an excerpt: Vibe coding got a big boost when everyone's favorite open source programmer, Linux's Linus Torvalds, said he'd been using Google's Antigravity LLM on his toy program AudioNoise, which he uses to create "random digital audio effects" using his "random guitar pedal board design." This is not exactly Linux or even Git, his other famous project, in terms of the level of work. Still, many people reacted to Torvalds' vibe coding as "wow!" It's certainly noteworthy, but has the case for vibe coding really changed? [...] It's fun, and for small projects, it's productive. However, today's programs are complex and call upon numerous frameworks and resources. Even if your vibe code works, how do you maintain it? Do you know what's going on inside the code? Chances are you don't. Besides, the LLM you used two weeks ago has been replaced with a new version. The exact same prompts that worked then yield different results today. Come to think of it, it's an LLM. The same prompts and the same LLM will give you different results every time you run it. This is asking for disaster. Just ask Jason Lemkin. He was the guy who used the vibe coding platform Replit, which went "rogue during a code freeze, shut down, and deleted our entire database." Whoops! Yes, Replit and other dedicated vibe programming AIs, such as Cursor and Windsurf, are improving. I'm not at all sure, though, that they've been able to help with those fundamental problems of being fragile and still cannot scale successfully to the demands of production software. It's much worse than that. Just because a program runs doesn't mean it's good. As Ruth Suehle, President of the Apache Software Foundation, commented recently on LinkedIn, naive vibe coders "only know whether the output works or doesn't and don't have the skills to evaluate it past that. The potential results are horrifying." Why? In another LinkedIn post, Craig McLuckie, co-founder and CEO of Stacklok, wrote: "Today, when we file something as 'good first issue' and in less than 24 hours get absolutely inundated with low-quality vibe-coded slop that takes time away from doing real work. This pattern of 'turning slop into quality code' through the review process hurts productivity and hurts morale." McLuckie continued: "Code volume is going up, but tensions rise as engineers do the fun work with AI, then push responsibilities onto their team to turn slop into production code through structured review."

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Ocean Damage Nearly Doubles the Cost of Climate Change

A new study from Scripps Institution of Oceanography finds that factoring ocean damage into climate economics nearly doubles the estimated global cost of climate change, adding close to $2 trillion per year from losses to fisheries, coral reefs, and coastal infrastructure. "It is the first time a social cost of carbon (SCC) assessment -- a key measure of economic harm caused by climate change -- has included damages to the ocean," reports Inside Climate News. From the report: "For decades, we've been estimating the economic cost of climate change while effectively assigning a value of zero to the ocean," said Bernardo Bastien-Olvera, who led the study during his postdoctoral fellowship at Scripps. "Ocean loss is not just an environmental issue, but a central part of the economic story of climate change." The social cost of carbon is an accounting method for working out the monetary cost of each ton of carbon dioxide released into the atmosphere. "[It] is one of the most efficient tools we have for internalizing climate damages into economic decision-making," said Amy Campbell, a United Nations climate advisor and former British government COP negotiator. Calculations have historically been used by international organizations and state departments like the U.S. Environmental Protection Agency to assess policy proposals -- though a 2025 White House memo from the Trump administration instructed federal agencies to ignore the data during cost-benefit analyses unless required by law. "It becomes politically contentious when deciding whose damages are counted, which sectors are included and most importantly how future and retrospective harms are valued," Campbell said. Excluding ocean harm, the social cost of carbon is $51 per ton of carbon dioxide emitted. This increases to $97.20 per ton when the ocean, which covers 70 percent of the planet, is included. In 2024, global CO2 emissions were estimated to be 41.6 billion tons, making the 91 percent cost increase significant. Using greenhouse gas emission predictions, the report estimates the annual damages to traditional markets alone will be $1.66 trillion by 2100.

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Bank of England 'Must Plan For a Financial Crisis Triggered By Aliens'

A former Bank of England analyst has urged contingency planning for a potential financial shock if the U.S. government were to confirm the existence of extraterrestrial intelligence. The argument is that "ontological shock" alone could destabilize confidence and trigger crisis dynamics. The Independent reports: [Helen McCaw, who served as a senior analyst in financial security at the UK's central bank and worked for the Bank of England for 10 years until 2012] said politicians and bankers can no longer afford to dismiss talk of alien life, and warned a declaration of this nature could trigger bank collapses. She reportedly said: "The United States government appears to be partway through a multi-year process to declassify and disclose information on the existence of a technologically advanced non-human intelligence responsible for Unidentified Anomalous Phenomena (UAPs)." "If the UAP proves to be of non-human origin, we may have to acknowledge the existence of a power or intelligence greater than any government and with potentially unknown intentions." Her warning comes as senior American officials have recently indicated their belief in the possibility of alien life. [...] Ms McCaw said: "UAP disclosure is likely to induce ontological shock and provoke psychological responses with material consequences ... There might be extreme price volatility in financial markets due to catastrophising or euphoria, and a collapse in confidence if market participants feel uncertain on how to price assets using any of the familiar methods." The former Bank of England worker explained there might be a rush towards assets such as gold or other precious metals, and government bonds, which are perceived as "safe." Alternatively, she said precious metals might lose their status as perceived safe assets if people speculate that new space-faring technologies will soon increase the supply of precious metals. The article cites a recent UFO documentary, The Age of Disclosure, where 34 U.S. government insiders, including those from the military and intelligence community officials, share insights about the governments work with UAP. Per the film's description, the documentary "reveals an 80-year global cover-up of non-human intelligent life and a secret war among major nations to reverse-engineer advanced technology of non-human origin."

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The Fastest Human Spaceflight Mission In History Crawls Closer To Liftoff

An anonymous reader quotes a report from Ars Technica: Preparations for the first human spaceflight to the Moon in more than 50 years took a big step forward this weekend with the rollout of the Artemis II rocket to its launch pad. The rocket reached a top speed of just 1 mph on the four-mile, 12-hour journey from the Vehicle Assembly Building to Launch Complex 39B at NASA's Kennedy Space Center in Florida. At the end of its nearly 10-day tour through cislunar space, the Orion capsule on top of the rocket will exceed 25,000 mph as it plunges into the atmosphere to bring its four-person crew back to Earth. "This is the start of a very long journey," said NASA Administrator Jared Isaacman. "We ended our last human exploration of the moon on Apollo 17." [...] "We really are ready to go," said Wiseman, the Artemis II commander, during Saturday's rollout to the launch pad. "We were in a sim [in Houston] for about 10 hours yesterday doing our final capstone entry and landing sim. We got in T-38s last night and we flew to the Cape to be here for this momentous occasion." The rollout began around sunrise Saturday, with NASA's Space Launch System rocket and Orion capsule riding a mobile launch platform and a diesel-powered crawler transporter along a throughway paved with crushed Alabama river rock. Employees, VIPs, and guests gathered along the crawlerway to watch the 11 million-pound stack inch toward the launch pad. The rollout concluded about an hour after sunset, when the crawler transporter's jacking system lowered the mobile launch platform onto pedestals at Pad 39B. The rollout keeps the Artemis II mission on track for liftoff as soon as next month, when NASA has a handful of launch opportunities on February 6, 7, 8, 10, and 11. The big milestone leading up to launch day will be a practice countdown or Wet Dress Rehearsal (WDR), currently slated for around February 2, when NASA's launch team will pump more than 750,000 gallons of super-cold liquid hydrogen and liquid oxygen into the rocket. NASA had trouble keeping the cryogenic fluids at the proper temperature, then encountered hydrogen leaks when the launch team first tried to fill the rocket for the unpiloted Artemis I mission in 2022. Engineers implemented the same fixes on Artemis II that they used to finally get over the hump with propellant loading on Artemis I. [...] If the launch does not happen in February, NASA has a slate of backup launch dates in early March.

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The World's Longest-Running Lab Experiment Is Almost 100 Years Old

alternative_right shares a report from ScienceAlert: It all started in 1927, when physicist Thomas Parnell at the University of Queensland in Australia filled a closed funnel with the world's thickest known fluid: pitch, a derivative of tar that was once used to seal ships against the seas. Three years later, in 1930, Parnell cut the funnel's stem, like a ribbon at an event, heralding the start of the Pitch Drop Experiment. From then on, the black substance began to flow. At least, that is, in a manner of speaking. At room temperature pitch might look solid, but it is actually a fluid 100 billion times more viscous than water. It took eight years for the first droplet to finally hit the beaker below. Then, they dripped at a cadence of once every eight years or so, slowing down only after air conditioning was installed in the building in the 1980s. Today, 96 years after the funnel was cut, only nine drops in total have seeped out. The last was in 2014. Scientists expect another will fall sometime in the 2020s, but they are still waiting. No one has ever actually seen a droplet fall directly, despite all the watchful eyes. The experiment is now live-streamed, but various glitches in the past meant that each fateful moment has slipped us by.

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Germany's EV Subsidies Will Include Chinese Brands

Germany is reinstating EV subsidies after a sharp sales drop, rolling out a 3 billion-euro program offering 1,500-6,000 euros per buyer starting in May and running through 2029. Unlike some neighboring countries, the incentives are open to all manufacturers with a focus on low- and middle-income households. From a report: "I cannot see any evidence of this postulated major influx of Chinese car manufacturers in Germany, either in the figures or on the roads -- and that is why we are facing up to the competition and not imposing any restrictions," German Environment Minister Carsten Schneider said at a Monday press conference. The decision is a major boon for affordable Chinese automakers like BYD that are steadily gaining ground in the European market, [Bloomberg noted]. Germany's green-light for Chinese EVs stands in stark contrast to other nations' approaches. In the UK, subsidies introduced last year effectively excluded Chinese battery-powered vehicles, while France's so-called social leasing scheme includes similar restrictions. [...] Germany maintains strong diplomatic ties with China. German automakers are among the most significant players in China's automotive industry. Over the past years, China's policies -- including purchase subsidies and purchase tax reductions -- have not excluded models or automakers from specific countries. Whether German automakers like Volkswagen or American automakers like Tesla, all enjoy national-level purchase incentive policies in China on par with domestic automakers.

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A Second US Sphere Could Come To Maryland

Sphere Entertainment plans to build a second U.S. Sphere near Washington, D.C., with a smaller 6,000-seat "mini-Sphere" proposed for National Harbor in Maryland. The venue would retain the signature LED exterior and immersive 4D tech of the Las Vegas Sphere, just at a more compact scale. The Verge reports: The second US sphere would be built in an area known as National Harbor in Prince George's County, Maryland. Located along the Potomac River, National Harbor currently features a convention center, multiple hotels, restaurants, and shops. While Abu Dhabi plans to build a sphere as large as the one in Las Vegas, the National Harbor venue would be one of the first mini-Sphere venues announced last March. Its capacity would be limited to 6,000 seats instead of over 17,000. But the smaller Sphere would still be hard to miss with an exterior LED exosphere for showcasing the "artistic and branded content" that helped make the original sphere a unique part of the Las Vegas skyline. The inside of the mini-Sphere will feature a high-resolution 16,000 by 16,000 pixel wrap-around screen, the company's immersive sound technology, haptic seating, and "4D environmental effects." For the AI-enhanced version of The Wizard of Oz currently playing in Las Vegas, audiences experience effects like wind, fog, smells, and apples falling from the ceiling.

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Nvidia Contacted Anna's Archive To Secure Access To Millions of Pirated Books

An anonymous reader quotes a report from TorrentFreak: NVIDIA executives allegedly authorized the use of millions of pirated books from Anna's Archive to fuel its AI training. In an expanded class-action lawsuit that cites internal NVIDIA documents, several book authors claim (PDF) that the trillion-dollar company directly reached out to Anna's Archive, seeking high-speed access to the shadow library data. [...] Last Friday, the authors filed an amended complaint that significantly expands the scope of the lawsuit. In addition to adding more books, authors, and AI models, it also includes broader "shadow library" claims and allegations. The authors, including Abdi Nazemian, now cite various internal Nvidia emails and documents, suggesting that the company willingly downloaded millions of copyrighted books. The new complaint alleges that "competitive pressures drove NVIDIA to piracy," which allegedly included collaborating with the controversial Anna's Archive library. According to the amended complaint, a member of Nvidia's data strategy team reached out to Anna's Archive to find out what the pirate library could offer the trillion-dollar company "Desperate for books, NVIDIA contacted Anna's Archive -- the largest and most brazen of the remaining shadow libraries -- about acquiring its millions of pirated materials and 'including Anna's Archive in pre-training data for our LLMs,'" the complaint notes. "Because Anna's Archive charged tens of thousands of dollars for 'high-speed access' to its pirated collections [] NVIDIA sought to find out what "high-speed access" to the data would look like." According to the complaint, Anna's Archive then warned Nvidia that its library was illegally acquired and maintained. Because the site previously wasted time on other AI companies, the pirate library asked NVIDIA executives if they had internal permission to move forward. This permission was allegedly granted within a week, after which Anna's Archive provided the chip giant with access to its pirated books. "Within a week of contacting Anna's Archive, and days after being warned by Anna's Archive of the illegal nature of their collections, NVIDIA management gave 'the green light' to proceed with the piracy. Anna's Archive offered NVIDIA millions of pirated copyrighted books." The complaint states that Anna's Archive promised to provide NVIDIA with access to roughly 500 terabytes of data. This included millions of books that are usually only accessible through Internet Archive's digital lending system, which itself has been targeted in court. The complaint does not explicitly mention whether NVIDIA ended up paying Anna's Archive for access to the data. Additionally, it's worth mentioning that NVIDIA also stands accused of using other pirated sources. In addition to the previously included Books3 database, the new complaint also alleges that the company downloaded books from LibGen, Sci-Hub, and Z-Library. In addition to downloading and using pirated books for its own AI training, the authors allege NVIDIA distributed scripts and tools that allowed its corporate customers to automatically download "The Pile", which contains the Books3 pirated dataset.

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OpenAI CFO Says Annualized Revenue Crosses $20 Billion In 2025

According to CFO Sarah Friar, OpenAI's annualized revenue surpassed $20 billion in 2025, up from $6 billion a year earlier with growth closely tracking an expansion in computing capacity. Reuters reports: OpenAI's computing capacity rose to 1.9 gigawatts (GW) in 2025 from 0.6 GW in 2024, Friar said in the blog, adding that Microsoft-backed OpenAI's weekly and daily active users figures continue to produce all-time highs. OpenAI last week said it would start showing ads in ChatGPT to some U.S. users, ramping up efforts to generate revenue from the AI chatbot to fund the high costs of developing the technology. Separately, Axios reported on Monday that OpenAI's policy chief Chris Lehane said that the company is "on track" to unveil its first device in the second half of 2026. Friar said OpenAI's platform spans text, images, voice, code and APIs, and the next phase will focus on agents and workflow automation that run continuously, carry context over time, and take action across tools. For 2026, the company will prioritize "practical adoption," particularly in health, science and enterprise, she said. Friar said the company is keeping a "light" balance sheet by partnering rather than owning and structuring contracts with flexibility across providers and hardware types.

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Threads Usage Overtakes X On Mobile

New data from Similarweb shows Threads has overtaken X in daily mobile users. However, X still dominates on the web with around 150 million daily web visits compared to Threads' 8.5 million daily visits. TechCrunch reports: Similarweb's data shows that Threads had 141.5 million daily active users on iOS and Android as of January 7, 2026, after months of growth, while X has 125 million daily active users on mobile devices. This appears to be the result of longer-term trends, rather than a reaction to the recent X controversies [...]. Instead, Threads' boost in daily mobile usage may be driven by other factors, including cross-promotions from Meta's larger social apps like Facebook and Instagram (where Threads is regularly advertised to existing users), its focus on creators, and the rapid rollout of new features. Over the past year, Threads has added features like interest-based communities, better filters, DMs, long-form text, disappearing posts, and has recently been spotted testing games. Combined, the daily active user increases suggest that more people are using Threads on mobile as a more regular habit. Further reading: Threads Now Has More Than 400 Million Monthly Active Users

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Congress Wants To Hand Your Parenting To Big Tech

An anonymous reader quotes a report from the Electronic Frontier Foundation (EFF): Lawmakers in Washington are once again focusing on kids, screens, and mental health. But according to Congress, Big Tech is somehow both the problem and the solution. The Senate Commerce Committee held a hearing [Friday] on "examining the effect of technology on America's youth." Witnesses warned about "addictive" online content, mental health, and kids spending too much time buried in screen. At the center of the debate is a bill from Sens. Ted Cruz (R-TX) and Brian Schatz (D-HI) called the Kids Off Social Media Act (KOSMA), which they say will protect children and "empower parents." That's a reasonable goal, especially at a time when many parents feel overwhelmed and nervous about how much time their kids spend on screens. But while the bill's press release contains soothing language, KOSMA doesn't actually give parents more control. Instead of respecting how most parents guide their kids towards healthy and educational content, KOSMA hands the control panel to Big Tech. That's right -- this bill would take power away from parents, and hand it over to the companies that lawmakers say are the problem. [...] This bill doesn't just set an age rule. It creates a legal duty for platforms to police families. Section 103(b) of the bill is blunt: if a platform knows a user is under 13, it "shall terminate any existing account or profile" belonging to that user. And "knows" doesn't just mean someone admits their age. The bill defines knowledge to include what is "fairly implied on the basis of objective circumstances" -- in other words, what a reasonable person would conclude from how the account is being used. The reality of how services would comply with KOSMA is clear: rather than risk liability for how they should have known a user was under 13, they will require all users to prove their age to ensure that they block anyone under 13. KOSMA contains no exceptions for parental consent, for family accounts, or for educational or supervised use. The vast majority of people policed by this bill won't be kids sneaking around -- it will be minors who are following their parents' guidance, and the parents themselves. Imagine a child using their parent's YouTube account to watch science videos about how a volcano works. If they were to leave a comment saying, "Cool video -- I'll show this to my 6th grade teacher!" and YouTube becomes aware of the comment, the platform now has clear signals that a child is using that account. It doesn't matter whether the parent gave permission. Under KOSMA, the company is legally required to act. To avoid violating KOSMA, it would likely lock, suspend, or terminate the account, or demand proof it belongs to an adult. That proof would likely mean asking for a scan of a government ID, biometric data, or some other form of intrusive verification, all to keep what is essentially a "family" account from being shut down. Violations of KOSMA are enforced by the FTC and state attorneys general. That's more than enough legal risk to make platforms err on the side of cutting people off. Platforms have no way to remove "just the kid" from a shared account. Their tools are blunt: freeze it, verify it, or delete it. Which means that even when a parent has explicitly approved and supervised their child's use, KOSMA forces Big Tech to override that family decision. [...] These companies don't know your family or your rules. They only know what their algorithms infer. Under KOSMA, those inferences carry the force of law. Rather than parents or teachers, decisions about who can be online, and for what purpose, will be made by corporate compliance teams and automated detection systems.

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