Open Source

Linux Foundation's Yocto Project Expands LTS to 4 Years (linuxfoundation.org) 4

Wikipedia defines the Yocto Project as "a Linux Foundation collaborative open source project whose goal is to produce tools and processes that enable the creation of Linux distributions for embedded and IoT software that are independent of the underlying architecture of the embedded hardware."

This week the Linux Foundation shared an update on the 12-year-old Yocto Project: In an effort to support the community, The Yocto Project announced the first Long Term Support (LTS) release in October 2020. Today, we are delighted to announce that we are expanding the LTS release and extending the lifecycle from 2 to 4 years as standard.

The continued growth of the Yocto Project coincides with the welcomed addition of Exein as a Platinum Member, joining AMD/Xilinx, Arm, AWS, BMW Group, Cisco, Comcast, Intel, Meta and WindRiver. As a Member, Exein brings its embedded security expertise across billions of devices to the core of the Yocto Project...

"The Yocto Project has been at the forefront of OS technologies for over a decade," said Andrew Wafaa, Yocto Project Chairperson. "The adaptability and variety of the tooling provided are clearly making a difference to the community. We are delighted to welcome Exein as a member as their knowledge and experience in providing secure Yocto Project based builds to customers will enable us to adapt to the modern landscape being set by the US Digital Strategy and the EU Cyber Resilience Act."

"We're extremely excited to become a Platinum Partner of the Yocto Project," said Gianni Cuozzo, founder and CEO of Exein. "The Yocto Project is the most important project in the embedded Linux space, powering billions of devices every year. We take great pride in contributing our extensive knowledge and expertise in embedded security to foster a future that is both enhanced and secure for Yocto-powered devices. We are dedicated to supporting the growth of the Yocto Project as a whole, aiming to improve its support for modern languages like Rust, and assist developers and OEMs in aligning with the goals outlined in the EU Cyber Resilience Act."

Movies

'You Should Be Worried About What's Going On At Turner Classic Movies' (npr.org) 32

In an opinion piece for NPR, guest host and TV critic on NPR's Fresh Air, David Bianculli, raises concerns about Discovery CEO David Zaslav's track record and the future of Turner Classic Movies (TCM) under his leadership. Here's an excerpt from his piece: When the dismissal was announced recently of most of the people who have guided Turner Classic Movies brilliantly for years -- the programmers, the producers of special material, even the executives who plan the TCM film festivals and party cruises -- many people in Hollywood reacted like there'd been a death in the family. Because, to people who really love movies, that's what the news felt like. [...] Warner Bros. Discovery CEO David Zaslav, in explaining his TCM changes, has said that, among other things, he wants to have filmmakers appear on TCM to curate and present movies of their choosing. Nothing wrong with that. Except you don't have to replace your current management team to make that happen -- and besides, it's already happening. Earlier this year, when Steven Spielberg was promoting his new autobiographical movie The Fabelmans, TCM host Ben Mankiewicz had Spielberg on to select, present and talk about three movies of his choice.

The team that's been running TCM for years has been serving up treats like this with regularity, and with exceptional taste. There are pockets on the schedule for silent movies, for underground films, for film noir, for musicals, and so much more. And if you stay tuned between movies -- which you should -- you get even more treats. Salutes of actors by fellow actors. Short features on costume design and the uncomfortable but illuminating history of blackface in the movies. Some films are presented in newly restored form. Others are newly discovered and presented as the gems they are -- and TCM occasionally revives and showcases rare live television dramas, too. You can imagine how much I love that.

Zaslav says the TCM channel is on all the time in his office, too, and he's saying all the right things about valuing the curation of film as well as film itself. But Zaslav already has just shut down his overseas equivalent of Turner Classic Movies in the U.K. And he's the guy who, since taking over the reins at Warner Bros. Discovery, already has turned HBO Max into just Max, which makes no sense -- devaluing his own HBO brand. Zaslav's altered that Max streaming service so that, while a link to a TCM sub-menu does appear, it's buried way down in the menu. What's worse, its highlighted TCM movie offerings are almost all of the more recent, filmed in color, variety. It's presenting only a tepid taste of what TCM offers on its own 24-hour cable service. Zaslav also, since becoming CEO, has overseen the rapid, clumsy devaluation of CNN, by making poorly received moves like that Donald Trump town hall. In Zaslav's short time on the job, he's already considerably damaged CNN, one of Turner's more brilliant network ideas. I fear, with Turner Classic Movies, Zaslav is about to weaken another -- but I'd love to be proven wrong.

The Internet

Americans Hate ISPs Almost As Much As They Hate Gas Stations, Survey Finds (extremetech.com) 113

An anonymous reader quotes a report from ExtremeTech: Americans hate their internet service providers (ISPs) more than any other segment of the consumer economy -- except gas stations. A fresh set of rankings from the American Consumer Satisfaction Index (ACSI) reveals that few consumers are happy with the way their ISPs conduct business, preferring them only over trips to the pump in a list of 43 major industries. The rankings come courtesy of the ACSI's most recent telecommunications study, which the organization publishes annually. The study covers subscription TV services, video streaming services, and ISPs of both the fiber and non-fiber variety. Using interviews with 22,061 American consumers conducted between April 2022 and March 2023, this year's telecommunications study investigates just how happy people are with their ISPs, then pits that data against that of several other industries. This year, ISPs ranked lower than the endlessly frustrating automobile, banking, and health insurance industries, as well as 39 others that people tend to have an easier time with, such as breweries and athletic shoes.

On a satisfaction scale of 1 to 100, ISPs earned a lackluster 68, which consists of fiber's 75-point and non-fiber's 66-point satisfaction scores combined. The ACSI used customers' input on a number of experiential data points, from choosing a plan to actually using their home Wi-Fi networks, to calculate both scores and combine them based on usage. Although fiber customers found their internet to be relatively reliable and their bills easy to understand, earning an 80 in both categories, non-fiber customers weren't as impressed at 72 and 75, respectively. Unsurprisingly, both fiber and non-fiber customers enjoyed reaching out to their providers' customer service teams the least out of 14 total data points.

There was only one industry that ranked lower than ISPs. As much as Americans generally dislike the way ISPs manage hardware, pricing, customer service, outages, and more, they dislike gas stations even more, giving the category a measly score of 65. While the ACSI doesn't share respondents' reasoning (it's a telecommunications study, after all), it's easy to see why consumers might not enjoy spending obscene money to fill their tanks at dusty roadside stops.

Biotech

3M Reaches $10.3 Billion Settlement Over Contamination of Water Systems (npr.org) 11

3M will pay $10.3 billion to settle lawsuits over contamination of drinking water with PFAS, a class of chemicals known as "forever chemicals" that have been linked to health problems. NPR reports: The deal would compensate water providers for pollution with per- and polyfluorinated substances, known collectively as PFAS -- a broad class of chemicals used in nonstick, water- and grease-resistant products such as clothing and cookware. Described as "forever chemicals" because they don't degrade naturally in the environment, PFAS have been linked to a variety of health problems, including liver and immune-system damage and some cancers.

The compounds have been detected at varying levels in drinking water around the nation. The Environmental Protection Agency in March proposed strict limits on two common types, PFOA and PFOS, and said it wanted to regulate four others. Water providers would be responsible for monitoring their systems for the chemicals. The agreement would settle a case that was scheduled for trial earlier this month involving a claim by Stuart, Florida, one of about 300 communities that have filed similar suits against companies that produced firefighting foam or the PFAS it contained.

3M chairman Mike Roman said the deal was "an important step forward" that builds on the company's decision in 2020 to phase out PFOA and PFOS and its investments in "state-of-the-art water filtration technology in our chemical manufacturing operations." The company, based in St. Paul, Minnesota, will halt all PFAS production by the end of 2025, he said. The settlement will be paid over 13 years and could reach as high as $12.5 billion, depending on how many public water systems detect PFAS during testing that EPA has required in the next three years, said Dallas-based attorney Scott Summy, one of the lead attorneys for those suing 3M and other manufacturers. The payment will help cover costs of filtering PFAS from systems where it's been detected and testing others, he said.

AI

The People Paid To Train AI Are Outsourcing Their Work To AI (technologyreview.com) 105

An anonymous reader quotes a report from MIT Technology Review: A significant proportion of people paid to train AI models may be themselves outsourcing that work to AI, a new study has found. It takes an incredible amount of data to train AI systems to perform specific tasks accurately and reliably. Many companies pay gig workers on platforms like Mechanical Turk to complete tasks that are typically hard to automate, such as solving CAPTCHAs, labeling data and annotating text. This data is then fed into AI models to train them. The workers are poorly paid and are often expected to complete lots of tasks very quickly.

No wonder some of them may be turning to tools like ChatGPT to maximize their earning potential. But how many? To find out, a team of researchers from the Swiss Federal Institute of Technology (EPFL) hired 44 people on the gig work platform Amazon Mechanical Turk to summarize 16 extracts from medical research papers. Then they analyzed their responses using an AI model they'd trained themselves that looks for telltale signals of ChatGPT output, such as lack of variety in choice of words. They also extracted the workers' keystrokes in a bid to work out whether they'd copied and pasted their answers, an indicator that they'd generated their responses elsewhere. They estimated that somewhere between 33% and 46% of the workers had used AI models like OpenAI's ChatGPT. It's a percentage that's likely to grow even higher as ChatGPT and other AI systems become more powerful and easily accessible, according to the authors of the study, which has been shared on arXiv (PDF) and is yet to be peer-reviewed.

Using AI-generated data to train AI could introduce further errors into already error-prone models. Large language models regularly present false information as fact. If they generate incorrect output that is itself used to train other AI models, the errors can be absorbed by those models and amplified over time, making it more and more difficult to work out their origins, says Ilia Shumailov, a junior research fellow in computer science at Oxford University, who was not involved in the project. Even worse, there's no simple fix. "The problem is, when you're using artificial data, you acquire the errors from the misunderstandings of the models and statistical errors," he says. "You need to make sure that your errors are not biasing the output of other models, and there's no simple way to do that."

Youtube

YouTube To Launch Its First Official Shopping Channel In South Korea 4

YouTube is launching its first official shopping channel for live commerce in South Korea on June 30. Reuters reports: The new channel will operate in Korean language and will start as a 90-day project. In the beginning it will provide a live-commerce platform to companies and plans to livestream shopping content from about 30 brands, Yonhap and other Korean media said, citing people familiar with the matter. It is YouTube's first official shopping channel in any country, Yonhap said.

"We may experiment with a variety of YouTube Shopping features from time to time," a YouTube spokesperson said, without elaborating. With YouTube's ad revenue affected by advertisers curtailing spending and competition from platforms like TikTok, Google's Chief Business Officer Philipp Schindler said in February there was "lots of potential in making it easier for people to shop from the creators, brands and content they love."
AI

Christopher Nolan Says AI Dangers Have Been 'Apparent For Years' (variety.com) 52

An anonymous reader quotes a report from Variety: Christopher Nolan got honest about artificial intelligence in a new interview with Wired magazine. The Oscar-nominated filmmaker says the writing has been on the wall about AI dangers for quite some time, but now the media is more focused on the technology because it poses a threat to their jobs. "The growth of AI in terms of weapons systems and the problems that it is going to create have been very apparent for a lot of years," Nolan said. "Few journalists bothered to write about it. Now that there's a chatbot that can write an article for a local newspaper, suddenly it's a crisis." Nolan said the main issue with AI is "a very simple one" and relates to the technology being used by companies to "evade responsibility for their actions."

"If we endorse the view that AI is all-powerful, we are endorsing the view that it can alleviate people of responsibility for their actions -- militarily, socioeconomically, whatever," Nolan continued. "The biggest danger of AI is that we attribute these godlike characteristics to it and therefore let ourselves off the hook. I don't know what the mythological underpinnings of this are, but throughout history there's this tendency of human beings to create false idols, to mold something in our own image and then say we've got godlike powers because we did that." Nolan added that he feels there is "a real danger" with AI, saying, "I identify the danger as the abdication of responsibility." "I feel that AI can still be a very powerful tool for us. I'm optimistic about that. I really am," he said. "But we have to view it as a tool. The person who wields it still has to maintain responsibility for wielding that tool. If we accord AI the status of a human being, the way at some point legally we did with corporations, then yes, we're going to have huge problems."

"The whole machine learning as applied to deepfake technology, that's an extraordinary step forward in visual effects and in what you could do with audio," Nolan told Wired. "There will be wonderful things that will come out, longer term, in terms of environments, in terms of building a doorway or a window, in terms of pooling the massive data of what things look like, and how light reacts to materials. Those things are going to be enormously powerful tools." Will Nolan be using AI technology on his films? "I'm, you know, very much the old analog fusty filmmaker," he said. "I shoot on film. And I try to give the actors a complete reality around it. My position on technology as far as it relates to my work is that I want to use technology for what it's best for. Like if we do a stunt, a hazardous stunt. You could do it with much more visible wires, and then you just paint out the wires. Things like that."

Space

Webb Telescope Is Powerful Enough To See a Variety of Biosignatures In Exoplanets, Argues New Paper (phys.org) 39

A new study argues that the James Webb Space Telescope (JWST) is capable of detecting the chemical signs of life in exoplanet atmospheres -- the best hope for finding life on another world. Phys.Org reports: The team simulated atmospheric conditions for five broad types of Earth-like worlds: an ocean world, a volcanically active world, a rocky world during the high bombardment period, a super-Earth, and a world like Earth when life arose. They assumed all these worlds had a surface pressure of less than five Earth atmospheres, and calculated the absorption spectra for several organically produced molecules such as methane, ammonia, and carbon monoxide. These molecules can also be formed by non-biological methods, but they form a good baseline as a proof of concept.

They found that with a reasonably thick atmosphere, the JWST, specifically its NIRSpec G395M/H instrument, could confirm the presence of these molecules within 10 transits of the planet. It would be easiest to do with super-Earths and other worlds with a thick atmosphere, but it is still possible for potentially habitable worlds. Given the number of transits needed, our best shot at detecting biosignatures with JWST would be the close-orbiting worlds of red dwarf stars, such as the Trappist-1 system, which has several potentially habitable Earth-sized planets. Given the overlap between biological and non-biological origins, JWST observations might not be enough to confirm the existence of life, but this study shows that we are very close to that ability.

Earth

Seaweed Farming For CO2 Capture Would Take Up Too Much of the Ocean 99

An anonymous reader quotes a report from MIT Technology Review: If we're going to prevent the gravest dangers of global warming, experts agree, removing significant amounts of carbon dioxide from the atmosphere is essential. That's why, over the past few years, projects focused on growing seaweed to suck CO2 from the air and lock it in the sea have attracted attention -- and significant amounts of funding -- from the US government and private companies including Amazon. The problem: farming enough seaweed to meet climate-change goals may not be feasible after all.

A new study, published today in Nature Communications Earth & Environment, estimates that around a million square kilometers of ocean would need to be farmed in order to remove a billion tons of carbon dioxide from the atmosphere over the course of a year. It's not easy to come by that amount of space in places where seaweed grows easily, given all the competing uses along the coastlines, like shipping and fishing. To put that into context, between 2.5 and 13 billion tons of atmospheric carbon dioxide would need to be captured each year, in addition to dramatic reductions in greenhouse-gas emissions, to meet climate goals, according to the study's authors.

A variety of scientific models suggest we should be removing anything from 1.3 billion tons of carbon dioxide each year to 29 billion tons by 2050 in order to prevent global warming levels from rising past 1. 5C. An 2017 report from the UN estimated that we'd need to remove 10 billion tons annually to stop the planet from warming past 2C by the same date. "The industry is getting ahead of the science," says Isabella Arzeno-Soltero, a postdoctoral scholar at Stanford University, who worked on the project. "Our immediate goal was to see if, given optimal conditions, we can actually achieve the scales of carbon harvests that people are talking about. And the answer is no, not really." [...] Their findings suggest that cultivating enough seaweed to reach these targets is beyond the industry's current capacity, although meeting climate goals will require much more than reliance solely on seaweed.
Businesses

Apple Is Taking On Apples in a Truly Weird Trademark Battle (wired.com) 67

Apple, the company, wants rights to the image of apples, the fruit, in Switzerland -- one of dozens of countries where it's flexing its legal muscles. From a report The Fruit Union Suisse is 111 years old. For most of its history, it has had as its symbol a red apple with a white cross -- the Swiss national flag superimposed on one of its most common fruits. But the group, the oldest and largest fruit farmer's organization in Switzerland, worries it might have to change its logo, because Apple, the tech giant, is trying to gain intellectual property rights over depictions of apples, the fruit. "We have a hard time understanding this, because it's not like they're trying to protect their bitten apple," Fruit Union Suisse director Jimmy Mariethoz says, referring to the company's iconic logo. "Their objective here is really to own the rights to an actual apple, which, for us, is something that is really almost universal ... that should be free for everyone to use."

While the case has left Swiss fruit growers puzzled, it's part of a global trend. According to the World Intellectual Property Organization's records, Apple has made similar requests to dozens of IP authorities around the world, with varying degrees of success. Authorities in Japan, Turkey, Israel, and Armenia have acquiesced. Apple's quest to own the IP rights of something as generic as a fruit speaks to the dynamics of a flourishing global IP rights industry, which encourages companies to compete obsessively over trademarks they don't really need. Apple's attempts to secure the trademark in Switzerland go as far back as 2017, when the Cupertino, California-based giant submitted an application to the Swiss Institute of Intellectual Property (IPI) requesting the IP rights for a realistic, black-and-white depiction of an apple variety known as the Granny Smith -- the generic green apple.

The request covered an extensive list of potential uses -- mostly on electronic, digital, and audiovisual consumer goods and hardware. Following a protracted back-and-forth between both parties, the IPI partially granted Apple's request last fall, saying that Apple could have rights relating to only some of the goods it wanted, citing a legal principle that considers generic images of common goods -- like apples -- to be in the public domain. In the spring, Apple launched an appeal. The case now moving through the courts deals only with the goods for which the IPI refused the trademark, which an IPI official said could not be disclosed without consent from Apple, because the proceedings are still pending, but which include common uses such as audiovisual footage "meant for television and other transmission."

Space

How The JWST Could Detect Signs of Life on Exoplanets (universetoday.com) 25

Universe Today reports: The best hope for finding life on another world isn't listening for coded messages or traveling to distant stars, it's detecting the chemical signs of life in exoplanet atmospheres. This long hoped-for achievement is often thought to be beyond our current observatories, but a new study argues that the James Webb Space Telescope (JWST) could pull it off.

Most of the exoplanets we've discovered so far have been found by the transit method. This is where a planet passes in front of its star from our point of view. Even though we can't observe the planet directly, we can see the star's brightness dip by a fraction of a percent. As we watch stars over time, we can find a regular pattern of brightness dips, indicating the presence of a planet. The star dips in brightness because the planet blocks some of the starlight. But if the planet also has an atmosphere, there is a small amount of light that will pass through the atmosphere before reaching us. Depending on the chemical composition of the atmosphere, certain wavelengths will be absorbed, forming absorption spectra within the spectra of the starlight.

We have long been able to identify atoms and molecules by their absorption and emission spectra, so in principle, we can determine a planet's atmospheric composition with the transit method... We have done this with a few exoplanets, such as detecting the presence of water and organic compounds, but these were done for large gas planets with thick atmospheres. We haven't been able to do this with rocky Earth-like worlds. Our telescopes just aren't sensitive enough for that.

But this new study shows that the JWST could detect certain chemical biosignatures depending on their abundance in the atmosphere.

Long-time Slashdot reader Baron_Yam writes that "The signature I like to imagine detecting is actually industrial pollution. Chemicals that aren't created by any known geological process and indicate not just life, but life smart enough to have advanced technology (but stupid enough to pollute their own air supply)."
Advertising

Video Ads Are Coming To All Your Uber Apps (businessinsider.com) 57

According to the Wall Street Journal, Uber plans to introduce full-length video ads across a variety of its platforms for the first time this week. Insider reports: Riders will encounter ads that are up to 90 seconds long on Uber's app while waiting for pickup and during rides. Similar to New York City taxis, which introduced TV screens in 2007, select Uber cars will have tablets that auto-play ads as well, the WSJ reported. Video ads will also be incorporated across Uber Eats and Drizly, an alcohol delivery service acquired by Uber for over $1 billion in 2021, the WSJ reported. On Uber Eats, ads will display while customers wait for their deliveries, and on Drizly, ads will play on search results pages.

While this development is not exactly out of the blue -- Uber announced it would launch an advertising division to connect brands with customers in October -- the move to begin implementing them so swiftly shows how serious the company is about its goal of growing its advertising business to more than $1 billion in sales by 2024. Part of Uber's pitch to brands is its cache of user data. The company has information on where its users go, how often they travel to their destinations, and how long they spend in the car.
"We have two minutes of your attention," Mark Grether, vice president and general manager of Uber Technologies' advertising division, told the WSJ. "We know where you are, we know where you are going to, we know what you have eaten."

Grether added that Uber can use all of that data "to then basically target a video ad towards you."
Security

JPL Creates World's Largest PDF Archive to Aid Malware Research 21

NASA's Jet Propulsion Laboratory (JPL) has created the largest open-source archive of PDFs as part of DARPA's Safe Documents program, with the aim of improving internet security. The corpus consists of approximately 8 million PDFs collected from the internet. From a press release: "PDFs are used everywhere and are important for contracts, legal documents, 3D engineering designs, and many other purposes. Unfortunately, they are complex and can be compromised to hide malicious code or render different information for different users in a malicious way," said Tim Allison, a data scientist at JPL in Southern California. "To confront these and other challenges from PDFs, a large sample of real-world PDFs needs to be collected from the internet to create a shared, freely available resource for software experts." Building the corpus was no easy task. As a starting point, Allison's team used Common Crawl, an open-source public repository of web-crawl data, to identify a wide variety of PDFs to be included in the corpus -- files that are publicly available and not behind firewalls or in private networks. Conducted between July and August 2021, the crawl identified roughly 8 million PDFs.

Common Crawl limits downloaded data to 1 megabyte per file, meaning larger files were incomplete. But researchers need the entire PDF, not a truncated version, in order to conduct meaningful research on them. The file-size limit reduced the number of complete, untruncated files extracted directly from Common Crawl to 6 million. To get the other 2 million PDFs and ensure the corpus was complete, the JPL team re-fetched the truncated files using specialized software that downloaded the whole files from the incomplete PDFs' web addresses. Various metadata, such as the software used to create each PDF, was extracted and is included with the corpus. The JPL team also relied on free, publicly available geolocation software to identify the server location of the source website for each PDF. The complete data set totals about 8 terabytes, making it the largest publicly available corpus of its kind.

The corpus will do more than help researchers identify threats. Privacy researchers, for example, could study these files to determine how file-creation and editing software can be improved to better protect personal information. Software developers could use the files to find bugs in their code and to check if old versions of software are still compatible with newer versions of PDFs. The Digital Corpora project hosts the huge data archive as part of Amazon Web Services' Open Data Sponsorship Program, and the files have been packaged in easily downloadable zip files.
Businesses

Comcast Complains To FCC That Listing All of Its Monthly Fees is Too Hard (arstechnica.com) 109

mschaffer shares a report: Comcast and other ISPs have annoyed customers for many years by advertising low prices and then charging much bigger monthly bills by tacking on a variety of fees. While some of these fees are related to government-issued requirements and others are not, poorly trained customer service reps have been known to falsely tell customers that fees created by Comcast are mandated by the government. The FCC rules will force ISPs to accurately describe fees in labels given to customers, but Comcast said it wants the FCC to rescind a requirement related to "fees that ISPs may, but are not obligated to, pass through to customers." These include state Universal Service fees and other local fees. As Comcast makes clear, it isn't required to pass these costs on to customers in the form of separate fees. Comcast could stop charging the fees and raise its advertised prices by the corresponding amount to more accurately convey its actual prices to customers. Instead, Comcast wants the FCC to change the rule so that it can continue charging the fees without itemizing them..

I suppose it's just easier to grab people's money than it is to make up names for the fees, Mschaffer adds.

AI

Researchers Warn of 'Model Collapse' As AI Trains On AI-Generated Content (venturebeat.com) 159

schwit1 shares a report from VentureBeat: [A]s those following the burgeoning industry and its underlying research know, the data used to train the large language models (LLMs) and other transformer models underpinning products such as ChatGPT, Stable Diffusion and Midjourney comes initially from human sources -- books, articles, photographs and so on -- that were created without the help of artificial intelligence. Now, as more people use AI to produce and publish content, an obvious question arises: What happens as AI-generated content proliferates around the internet, and AI models begin to train on it, instead of on primarily human-generated content?

A group of researchers from the UK and Canada have looked into this very problem and recently published a paper on their work in the open access journal arXiv. What they found is worrisome for current generative AI technology and its future: "We find that use of model-generated content in training causes irreversible defects in the resulting models." Specifically looking at probability distributions for text-to-text and image-to-image AI generative models, the researchers concluded that "learning from data produced by other models causes model collapse -- a degenerative process whereby, over time, models forget the true underlying data distribution ... this process is inevitable, even for cases with almost ideal conditions for long-term learning."

"Over time, mistakes in generated data compound and ultimately force models that learn from generated data to misperceive reality even further," wrote one of the paper's leading authors, Ilia Shumailov, in an email to VentureBeat. "We were surprised to observe how quickly model collapse happens: Models can rapidly forget most of the original data from which they initially learned." In other words: as an AI training model is exposed to more AI-generated data, it performs worse over time, producing more errors in the responses and content it generates, and producing far less non-erroneous variety in its responses. As another of the paper's authors, Ross Anderson, professor of security engineering at Cambridge University and the University of Edinburgh, wrote in a blog post discussing the paper: "Just as we've strewn the oceans with plastic trash and filled the atmosphere with carbon dioxide, so we're about to fill the Internet with blah. This will make it harder to train newer models by scraping the web, giving an advantage to firms which already did that, or which control access to human interfaces at scale. Indeed, we already see AI startups hammering the Internet Archive for training data."
schwit1 writes: "Garbage in, garbage out -- and if this paper is correct, generative AI is turning into the self-licking ice cream cone of garbage generation."
Government

Microsoft Is Bringing OpenAI's GPT-4 AI Model To US Government Agencies (bloomberg.com) 8

Microsoft will make it possible for users of its Azure Government cloud computing service, which include a variety of US agencies, to access artificial intelligence models from ChatGPT creator OpenAI. From a report: Microsoft, which is the largest investor in OpenAI and uses its technology to power its Bing chatbot, plans to announce Wednesday that Azure Government customers can now use two of OpenAI's large language models: The startup's latest and most powerful model, GPT-4, and an earlier one, GPT-3, via Microsoft's Azure OpenAI service.

The Redmond, Washington-based company plans Wednesday to release a blog post, viewed by Bloomberg, about the program, although its doesn't name specific US agencies expected to use the large language models at launch. The Defense Department, the Energy Department and NASA are among the federal government customers of Azure Government. The Defense Technical Information Center -- a part of the Defense Department that focuses on gathering and sharing military research -- will be experimenting with the OpenAI models through Microsoft's new offering, a DTIC official confirmed.

ISS

Adventure in Space: ISS Astronauts Install Fifth Roll-out Solar Blanket to Boost Power (cbsnews.com) 25

The international space station is equpped with four 39-foot blankets (11.8-meters), reports CBS News. The first one was delivered in December of 2000 — and now it's time for some changes: Two astronauts ventured outside the International Space Station Friday and installed the fifth of six roll-out solar array blankets — iROSAs — needed to offset age-related degradation and micrometeoroid damage to the lab's original solar wings.

Floating in the Quest airlock, veteran Stephen Bowen, making his ninth spacewalk, and crewmate Woody Hoburg, making his first, switched their spacesuits to battery power at 9:25 a.m. EDT, officially kicking off the 264th spacewalk devoted to ISS assembly and maintenance and the seventh so far this year. NASA is in the process of upgrading the ISS's solar power system by adding six iROSAs to the lab's eight existing U.S. arrays. The first four roll-out blankets were installed during spacewalks in 2021 and 2022. Bowen and Hoburg installed the fifth during Friday's spacewalk and plan to deploy the sixth during another excursion next Thursday.

The two new iROSAs were delivered to the space station earlier this week in the unpressurized trunk section of a SpaceX cargo Dragon. The lab's robot arm pulled them out Wednesday and mounted them on the right side of the station's power truss just inboard the starboard wings... As the station sailed 260 miles above the Great Lakes, the 63-foot-long solar array slowly unwound like a window shade to its full length. Well ahead of schedule by that point, the spacewalkers carried out a variety of get-ahead tasks to save time next week when they float back outside to install the second new iROSA.

They returned to the airlock and began re-pressurization procedures at 3:28 p.m., bringing the 6-hour three-minute spacewalk to a close. With nine spacewalks totaling 60 hours and 22 minutes under his belt, Bowen now ranks fifth on the list of the world's most experienced spacewalkers.

"Combined with the 95-kilowatt output of the original eight panels, the station's upgraded system will provide about 215,000 kilowatts of power."
Television

Netflix Password Crackdown Drives US Sign-Ups To Highest Levels In At Least Four Years (variety.com) 81

According to research company Antenna, Netflix's password crackdown in the U.S. has resulted in the "four single largest days of U.S. user sign-ups since January 2019, when Antenna first began tracking the metric," reports Variety. "On May 23, Netflix began notifying U.S. customers that users on their accounts who live outside their households would need to be added as an 'extra member' (or get their own subscriptions)." From the report: Based on the most current Antenna data available, Netflix average daily sign-ups reached 73,000 from May 25-28, a 102% increase from the prior 60-day average. That was more than the spikes in subscriber sign-ups Antenna recorded during the initial U.S. COVID-19 lockdowns in March and April 2020. Netflix U.S. cancelations also increased over May 25-28 -- a phenomenon the company told investors it expected -- but those were less than the number of sign-ups, according to Antenna. The ratio of sign-ups to cancelations since May 23 increased 25.6% compared with the previous 60-day period.

In the U.S., Netflix has told customers they must buy an "extra member" at an additional $7.99/month for anyone who doesn't live with them that currently uses their account. The streamer has said it will start blocking devices that attempt to access a Netflix account without having legitimate account access. According to New York-based Antenna, its estimates are based on millions of permission-based, consumer opt-in, raw transaction records, which are sourced "from a variety of data collection partners." The data includes online purchase receipts, credit, debit and banking data, and "bill-scrape data."

NASA

Cost Overruns and Delays: NASA's Artemis Moon Rocket Will Cost $6B More, Take Longer (space.com) 101

"An independent report looking into the development of NASA's new moon rocket has found significant cost overruns and delays that could harm the agency's plans to put astronauts back on the moon," reports Space.com.

Their article cites specifically "increases in costs related to contracts awarded to Aerojet Rocketdyne and Northrop Grumman for SLS's propulsion systems," citing a 50-page report published Thursday by NASA's Inspector General: Altogether, the four contracts for the rocket's booster and engine were initially projected to cost $7 billion over a span of 14 years, but are now projected to cost at least $13.1 billion over nearly 25 years. "NASA continues to experience significant scope growth, cost increases, and schedule delays on its booster and RS-25 engine contracts, resulting in approximately $6 billion in cost increases and over 6 years in schedule delays above NASA's original projections," the report found.

These significant increases were caused by a variety of long-standing, interrelated management issues impacting both the SLS development campaign and the wider Artemis program, the report notes, including "some of which represent potential violations of federal contracting requirements." The use of heritage RS-25 engines and boosters from the space shuttle and Constellation programs for the new SLS rocket was intended to bring significant cost and schedule savings over developing new systems. But the "complexity of developing, updating, and integrating new systems along with heritage components proved to be much greater than anticipated," according to the report.

To remedy this, the report makes a number of recommendations to NASA management to increase transparency, accountability and affordability of the SLS booster and engine contracts, including switching from "cost-plus" awards towards a fixed-price contract structure. However, the assessment still finds the enormous cost of SLS hard to manage for NASA and damaging to its long term "Moon to Mars" plans. "Without greater attention to these important safeguards, NASA and its contracts will continue to exceed planned cost and schedule, resulting in a reduced availability of funds, delayed launches, and the erosion of the public's trust in the Agency's ability to responsibly spend taxpayer money and meet mission goals and objectives — including returning humans safely to the moon and onward to Mars."

Long-time Slashdot reader schwit1 shared the article along with a YouTube video with excerpts from recently released high-resolution video of the rocket's last launch.

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