A new study reveals that many users, particularly students and Redditors, view Z-Library as a vital resource for overcoming economic barriers to education, reflecting a "Robin Hood" mentality that prioritizes access to knowledge over copyright concerns. TorrentFreak reports: The research looks at the motivations of two groups; Reddit users and Chinese postgraduate students. Despite the vast differences between these groups, their views on Z-Library are quite similar. The 134 Reddit responses were sampled from the Zlibrary subreddit, which is obviously biased in favor of the site. However, the reasoning goes well beyond a simple "I want free stuff" arguments. Many commenters highlighted that they were drawn to the site out of poverty, for example, or they highlighted that Z-Library was an essential tool to fulfill their academic goals.

"Living in a 3rd world country, 1 book would cost like 50%- 80% already of my daily wage," one Redditor wrote. The idea that Z-Library is a 'necessary evil' was also highlighted by other commenters. This includes a student who can barely make ends meet, and a homeless person, who has neither the money nor the space for physical books. The lack of free access to all study materials, including academic journal subscriptions at university libraries, was also a key motivator. Paired with the notion that journal publishers make billions of dollars, without compensating authors, justification is found for 'pirate' alternatives. "They make massive profits. So stealing from them doesn't hurt the authors nor reviewers, just the rich greedy publishers who make millions just to design a cover and click 'publish'," one Redditor wrote.

The second part of the study is conducted in a more structured format among 103 postgraduate students in China. This group joined a seminar where Z-Library and the crackdown were discussed. In addition, the students participated in follow-up focus group discussions, while also completing a survey. Despite not all being users of the shadow library, 41% of the students agreed that the site's (temporary) shutdown affected their ability to study and find resources for degree learning. In general, the students have a favorable view toward Z-Library and similar sites, and 71% admit that they have used a shadow library in the past. In line with China's socialist values, the overwhelming majority of the students agreed that access to knowledge should be free for everyone. While the students are aware of copyright law, they believe that the need to access knowledge outweighs rightsholders' concerns. This is also reflected in the following responses, among others. All in all, Z-Library and other shadow libraries are seen as a viable option for expensive or inaccessible books, despite potential copyright concerns. The paper has been published in the Journal of University Teaching & Learning Practice.

An anonymous reader shares a report: On Tuesday morning, the air quality in India's capital under a widely used index stood at 485. While that is almost five times the threshold for healthy breathing, it felt like a relief: The day before, the reading had shot up to 1,785. Infinitesimal air particles were still clogging lungs and arteries, but it was possible to see sunlight again, and to smell things.

[...] Every year this suffocating smog accompanies the drop in temperatures as the plains of north India shed their unbearable heat for wintertime cool. And like clockwork, political leaders roll out emergency measures intended to quit making the problem worse. Yet India seems powerless to reduce the effects of this public health catastrophe, as its politicians stay busy trading blame and trying to outmaneuver one another in legal battles.

The haze was so shocking this week that Delhi's chief minister, Atishi, who goes by one name, declared it a "medical emergency" endangering the lives of children and older people. The Supreme Court, whose members also live in the capital, chided the national government for responding too slowly and ordered special measures: halting construction work and blocking some vehicles from the roads. Schools were closed indefinitely to protect students.

Oil and chemical companies who created a high-profile alliance to end plastic pollution have produced 1,000 times more new plastic in five years than the waste they diverted from the environment, according to new data obtained by Greenpeace. The Guardian:The Alliance to End Plastic Waste (AEPW) was set up in 2019 by a group of companies which include ExxonMobil, Dow, Shell, TotalEnergies and ChevronPhillips, some of the world's biggest producers of plastic. They promised to divert 15m tonnes of plastic waste from the environment in five years to the end of 2023, by improving collection and recycling, and creating a circular economy.

Documents from a PR company that were obtained by Greenpeace's Unearthed team and shared with the Guardian suggest that a key aim of the AEPW was to "change the conversation" away from "simplistic bans of plastic" which were being proposed across the world in 2019 amid an outcry over the scale of plastic pollution leaching into rivers and harming public health. Early last year the alliance target of clearing 15m tonnes of waste plastic was quietly scrapped as "just too ambitious."

The new analysis by energy consultants Wood Mackenzie looked at the plastics output of the five alliance companies; chemical company Dow, which holds the AEPW's chairmanship, the oil companies ExxonMobil, Shell and TotalEnergies, and ChevronPhillips, a joint venture of the US oil giants Chevron and Phillips 66. The data reveals the five companies alone produced 132m tonnes of two types of plastic; polyethylene (PE) and PP (polypropylene) in five years -- more than 1,000 times the weight of the 118,500 tonnes of waste plastic the alliance has removed from the environment in the same period. The waste plastic was diverted mostly by mechanical or chemical recycling, the use of landfill, or waste to fuel, AEPW documents state.

Longtime Slashdot reader slack_justyb writes: The Fast Light Toolkit released version 1.4.0 of the venerable, though sometimes looking a bit dated, toolkit from the '90s. New in this version are better CMake support, HiDPI support, and initial support for Wayland on Linux and Wayland on FreeBSD. Programs compiled and linked to this library launch using Wayland if it is available at runtime and fall back to X11 if not. FLTK 1.4.0 can be downloaded here. Documentation is also available.

An anonymous reader quotes a report from Nature: Google Scholar -- the largest and most comprehensive scholarly search engine -- turns 20 this week. Over its two decades, some researchers say, the tool has become one of the most important in science. But in recent years, competitors that use artificial intelligence (AI) to improve the search experience have emerged, as have others that allow users to download their data. The impact that Google Scholar -- which is owned by web giant Google in Mountain View, California -- has had on science is remarkable, says Jevin West, a computational social scientist at the University of Washington in Seattle who uses the database daily. But "if there was ever a moment when Google Scholar could be overthrown as the main search engine, it might be now, because of some of these new tools and some of the innovation that's happening in other places," West says.

Many of Google Scholar's advantages -- free access, breadth of information and sophisticated search options -- "are now being shared by other platforms," says Alberto Martin Martin, a bibliometrics researcher at the University of Granada in Spain. AI-powered chatbots such as ChatGPT and other tools that use large language models have become go-to applications for some scientists when it comes to searching, reviewing and summarizing the literature. And some researchers have swapped Google Scholar for them. "Up until recently, Google Scholar was my default search," says Aaron Tay, an academic librarian at Singapore Management University. It's still top of his list, but "recently, I started using other AI tools." Still, given Google Scholar's size and how deeply entrenched it is in the scientific community, "it would take a lot to dethrone," adds West. Anurag Acharya, co-founder of Google Scholar, at Google, says he welcomes all efforts to make scholarly information easier to find, understand and build on. "The more we can all do, the better it is for the advancement of science." Acharya says Google Scholar uses AI to rank articles, suggest further search queries and recommend related articles. What Google Scholar does not yet provide are AI-generated summaries of search query results. According to Acharya, the company has yet to find "an effective solution" for summarizing conclusions from multiple papers in a brief manner that preserves all the important context.

One of India's largest news agencies, Asian News International, has sued OpenAI in a case that could set a precedent for how AI companies use copyrighted news content in the world's most populous nation. From a report: Asian News International filed a 287-page lawsuit in the Delhi High Court on Monday, alleging the AI company illegally used its content to train its AI models and generated false information attributed to the news agency. The case marks the first time an Indian media organization has taken legal action against OpenAI over copyright claims.

Ranga Dias, a physics professor who made headlines with claims that he had discovered a room-temperature superconductor and then was found to have engaged in research misconduct, is no longer employed by the University of Rochester. WSJ: A spokeswoman for the university confirmed on Monday that Dias is out but declined to comment on the terms of his departure. The Wall Street Journal previously reported that Rochester President Sarah Mangelsdorf had called for terminating his position in an August letter to the chair and vice chair of the university's Board of Trustees.

Dias leaves the university after years of accusations that he had misrepresented data in multiple papers. He is a senior author on at least five papers retracted in just over two years. One of those, which identified a material that functioned as a superconductor at room temperature, was pulled by the journal Nature after several co-authors told the journal that Dias had misrepresented information in the paper. Dias didn't respond to requests for comment. He has previously denied manipulating or misrepresenting data.

His departure follows a monthslong university investigation completed in February that was led by three outside experts who reviewed documents and data from Dias's laboratory computers and interviewed Dias and his collaborators. The investigative panel found evidence of misconduct in four papers in which Dias is a senior author and in a grant proposal he submitted to the National Science Foundation. Then-provost David Figlio accepted the conclusions and referred his case to a faculty committee "for potential removal." Dias sued the university in February claiming that the probe into his work was biased and didn't follow university policies.

Bhutan, the tiny kingdom that introduced Gross National Happiness to the world, has a problem: young people are leaving the country in record numbers. CNN: The country boasts free health care, free education, a rising life expectancy and an economy that's grown over the last 30 years -- still, people are leaving. Prime Minister Tshering Tobgay believes it is ironically the success of Gross National Happiness that has made young Bhutanese so sought after abroad. "It is an existential crisis," he said.

Bhutan, which is about the size of Maryland, was largely isolated from the rest of the world for centuries. The kingdom was so protective of its unique Buddhist culture that it only started allowing foreign tourists to visit in the 1970s and didn't introduce television until 1999. Buddhism is the country's national religion. Bhutanese, especially older men and women, spend hours spinning prayer wheels full of Buddhist scriptures. Prayer flags flutter on hillsides and in forests, turning nature itself into a shrine. Bhutan's capital city of Thimpu still has no traffic lights. The nation's roads are shared by cars and cows.

An anonymous reader quotes a report from TechCrunch: For the past couple of years, the startup has been iterating on a brand-new CRM platform and making everything available on GitHub under a permissive AGPLv3 license. While Twenty doesn't have all the features that you can find in Salesforce [comparison], the company is slowly building a community of CRM and open source enthusiasts around it, with more than 300 contributors in the last year and 20,000 stars on GitHub. [...] Twenty is trying to build a flexible platform that can be tweaked to every company's needs and that can serve as a basis for other tools and use cases. Each entry in a CRM is an object. It can be a standard, pre-defined object like a person or a company. But customers can also create their own custom objects.

If you're a conference organizer, you can create a conference object. If you're a restaurant chain manager, you can create a restaurant object. As you may have guessed, Twenty also lets you create custom fields for each object. This way, it's easier to capture and compare data across multiple entries. This customer data can be viewed in Twenty directly in list or Kanban views. People can sort and filter entries, add tasks and notes, all the usual CRM stuff. But data in Twenty can also be reused with GraphQL and REST APIs. And that's how you can extend Twenty beyond its CRM roots. Eventually, Twenty hopes there will be an active ecosystem of developers working on extensions and plugins to build a proper alternative to the Salesforce product suite. But we're not there yet. "Building a CRM is a daunting task, especially for us because of the way we've chosen to do it. We're building a platform, and we're not taking any shortcut. In fact, we still need to work on workflows, on automation and more," [said Twenty co-founder and CEO Felix Malfait]. "People often don't understand why Salesforce is so big, so powerful," Malfait said. Salesforce's platform utilizes a flexible data model -- a programming language called Apex to execute code on Salesforce's servers and a front-end customization framework.

"So when you have these three bricks you can store data, do logic on the back end, and display the result as you like," Malfait said. "It means that you can do everything. And that's what we want to enable in the long term."

An anonymous reader shares a report: Earlier this year I had one of those encounters which, afterwards, I just couldn't stop thinking about. Eight months and some digging later, I have decided to write about it. My meeting was with an American businessman called Tom Kearney, who was on a pavement in central London one Christmas when he was whacked on the head so hard that he fell to the ground, spent weeks in a coma, and only just survived. Had he been mugged? Not quite. He'd been hit by the giant wing mirror of a London bus.

[...] The most recent data show that 86 people died or were badly injured in bus collisions in London between 10 December 2023 and 31 March 2024. Kearney's analysis of TfL data suggests that around three people a day are hospitalised after bus safety incidents. That doesn't feel good, even though it's tiny in comparison to the 1.8bn annual passenger journeys. Compared with other world cities like New York and Paris the capital's buses rank in the top quartile for financial efficiency but the bottom quartile for collisions per kilometre. And the number of collisions in London has increased in the past couple of years, despite buses travelling fewer miles.

Could this have anything to do with the way that bus contracts prioritise speed? Last week, hundreds of bus drivers marched to TfL headquarters to demand better working conditions and the right to report safety concerns "without fear of retribution from TfL or employers." Drivers described the pressure of long shifts, few breaks and having to drive in sometimes blistering heat, all while being shouted at over a monitor by controllers who want them to make up the time to the next stop, and keep the right amount of distance between their bus and next. It's not surprising that a third of bus drivers, before the pandemic, reported having had a "close call" from fatigue.

With the government about to export the London franchise model to other parts of the country, someone in Whitehall needs to take a look. Michael Liebreich, a former McKinsey consultant who sat on the TfL board for six years, believes that TfL's contracting out model is "institutionally unsafe." Bus drivers are under such pressure, he thinks, that some may break the speed limit and overtake cyclists dangerously.

According to Bloomberg, the U.S. Justice Department wants Google to sell off its Chrome browser as part of its ongoing search monopoly case. The recommendations will be made official on Wednesday. 9to5Google reports: At the top of the list is having Google sell Chrome "because it represents a key access point through which many people use its search engine." There are many questions about how that works, including what the impact on the underlying Chromium codebase would be. Would Google still be allowed to develop the open-source project by which many other browsers, like Microsoft Edge use? "The government has the option to decide whether a Chrome sale is necessary at a later date if some of the other aspects of the remedy create a more competitive market," reports Bloomberg. Google, which plans to appeal, previously said that "splitting off Chrome or Android would break them."

Bloomberg reports that "antitrust officials pulled back from a more severe option that would have forced Google to sell off Android." However, the government wants Google to "uncouple its Android smartphone operating system from its other products, including search and its Google Play mobile app store, which are now sold as a bundle." Meanwhile, other recommendations include licensing Google Search data and results, as well as allowing websites that are indexed for Search to opt out of AI training.

An anonymous reader quotes a report from Ars Technica: An AI-generated nude photo scandal has shut down a Pennsylvania private school. On Monday, classes were canceled after parents forced leaders to either resign or face a lawsuit potentially seeking criminal penalties and accusing the school of skipping mandatory reporting of the harmful images. The outcry erupted after a single student created sexually explicit AI images of nearly 50 female classmates at Lancaster Country Day School, Lancaster Online reported. Head of School Matt Micciche seemingly first learned of the problem in November 2023, when a student anonymously reported the explicit deepfakes through a school portal run by the state attorney's general office called "Safe2Say Something." But Micciche allegedly did nothing, allowing more students to be targeted for months until police were tipped off in mid-2024.

Cops arrested the student accused of creating the harmful content in August. The student's phone was seized as cops investigated the origins of the AI-generated images. But that arrest was not enough justice for parents who were shocked by the school's failure to uphold mandatory reporting responsibilities following any suspicion of child abuse. They filed a court summons threatening to sue last week unless the school leaders responsible for the mishandled response resigned within 48 hours. This tactic successfully pushed Micciche and the school board's president, Angela Ang-Alhadeff, to "part ways" with the school, both resigning effective late Friday, Lancaster Online reported.

In a statement announcing that classes were canceled Monday, Lancaster Country Day School -- which, according to Wikipedia, serves about 600 students in pre-kindergarten through high school -- offered support during this "difficult time" for the community. Parents do not seem ready to drop the suit, as the school leaders seemingly dragged their feet and resigned two days after their deadline. The parents' lawyer, Matthew Faranda-Diedrich, told Lancaster Online Monday that "the lawsuit would still be pursued despite executive changes." Classes are planned to resume on Tuesday, Lancaster Online reported. But students seem unlikely to let the incident go without further action to help girls feel safe at school. Last week, more than half the school walked out, MSN reported, forcing classes to be canceled as students and some faculty members called for resignations and additional changes from remaining leadership.

An anonymous reader shares a report: China's population is expected to shrink by 51 million -- more than the size of California -- over the next decade as policymakers struggle to reverse the country's falling birth rate, according to Bloomberg Intelligence. By 2035, the population is expected to drop to 1.36 billion, levels not seen since 2012, down from a peak of 1.41 billion in 2021, BI senior industry analyst Ada Li estimates.

There could be a temporary spike in births in 2024 as the Year of the Dragon is considered an auspicious time to have children. But past single-year surges in birth rates have been short-lived, and this year may be no exception, especially with marriage rates at an all-time low, Li said. China faces a looming population crisis, with the United Nations projecting it could shrink to half its current size by 2100.

Donald Trump has named FCC Commissioner Brendan Carr to chair the U.S. communications regulator when he takes office in January 2025, citing Carr's stance against what Trump called "regulatory lawfare." Carr, a lawyer and longtime Republican who has served at the FCC under both Trump and Biden administrations, has emerged as a vocal critic of major social media companies' content moderation practices.

"Humbled and honored" by the appointment, Carr pledged on X to "dismantle the censorship cartel." As the FCC's senior Republican commissioner, Carr has advocated for stricter oversight of technology companies, pushing for transparency rules on platforms like Google and Facebook, expanded rural broadband access, and tougher restrictions on Chinese-owned TikTok. Trump praised Carr as a "warrior for free speech" while announcing the appointment. During his campaign, Trump has said he would seek to revoke licenses of television networks he views as biased.

Silicon Valley's venture-capital firms are having an easy time finding promising startups to back. The hard part is cashing out. From a report: Last year, U.S. venture firms returned $26 billion worth of shares back to their investors, the lowest amount since 2011, according to the data provider PitchBook. Startup investors say 2024 has continued the trend, with high levels of investment and few acquisition deals or initial public offerings. "We've raised a lot of money, and we've given very little back," Thomas Laffont, co-founder of investment firm Coatue Management, said at a recent conference. "We are bleeding cash as an industry."

Last year, U.S. venture firms invested $60 billion more than they collected, the highest such deficit in PitchBook's 26 years of data. As a result, the investors that back VC firms, such as university endowments and pension funds, aren't seeing the type of profits the industry has long delivered. The decline is particularly notable because the past three years have been the highest three on record for total VC firm investments since 1998 -- as far as back as the PitchBook data goes. Much of that money has recently gone to artificial-intelligence startups -- a white-hot space in which valuations are rising fast and companies quickly burn through cash to develop new technology.

On a small network of islands north of Seattle, Washington, San Juan County just completed its first full year of 32-hour workweeks, reports CNN.

And Tuesday the county released a report touting "a host of positive outcomes — from recruiting to retention to employee happiness — and a cost savings of more than $975,000 compared to what the county would have paid if it met the union's pay increase demands." The county said the 32-hour workweek has attracted a host of new talent: Applications have spiked 85.5% and open positions are being filled 23.75% faster, while more employees are staying in their jobs — separation (employees quitting or retiring) dropped by 48%. And 84% of employees said their work-life balance was better. "This is meeting many of the goals that we set out to do when we implemented it," County Manager Jessica Hudson said. said, noting the county is looking for opportunities to expand the initiative...

Departments across San Juan County have implemented the 32-hour workweek differently, some staggering staffing to maintain their previous availability to the public while others have shortened schedules to be open just four days a week... "I tell people, you're not going to see things change from your perspective," said Joe Ingman, a park manager in the county. "Offices are going to stay open, bathrooms are going to get cleaned, grass is going to get mowed." His department adjusted schedules to stay staffed seven days a week, and while communication across shifts was an initial hurdle, issues were quickly ironed out. "It was probably the smoothest summer I've had, and I've been working in parks for over a decade," he said, crediting the new schedule as a boon for recruiting. While job postings used to languish unfilled for months, last summer the applicant pool was not only bigger but more qualified, and the two staffers he hired both cited coming to the county because of the 32-hour workweek.

"It's no more cost to the public to work 32 hours — but we have better applicants," he said. Ingman also said the four-day workweek has done wonders for his job satisfaction; he'd watched colleagues burn out for years, but now sees a path for his own future in the department... County employees have used their extra time off to spend less money on childcare, volunteer in their kids' schools, and contribute to the community... While San Juan County's motivation in adopting a shortened workweek was financial, the benefits its employees cite speak to a larger trend, as workplaces around the country increasingly explore flexible schedules to combat burnout and attract and retain talent.

A survey of CEOs this spring found nearly one third of large US companies were looking into solutions like four-day or four-and-a-half-day workweeks... Even without a reduction in total hours, a Gallup poll last year found a third day off would be widely embraced: 77% of US workers said a 4-day, 40-hour workweek would have a positive impact on their wellbeing.
One worker shared their thoughts with CNN. "Life shouldn't be about just working yourself into the ground..." And they added that "So far, I feel happy; I feel seen as an employee and as a human, and I feel like it could be a beautiful step forward for other people if we just trust it and try it."

They even had some advice for other employers. "Change happens by somebody actually doing the change. The only way we're going to find out if it works is by doing."

An anonymous reader shared this report from the Associated Press: Even as Earth sets new heat records, humanity this year is pumping 330 million tons (300 million metric tons) more carbon dioxide into the air by burning fossil fuels than it did last year. This year the world is on track to put 41.2 billion tons (37.4 billion metric tons) of the main heat-trapping gas into the atmosphere. It's a 0.8% increase from 2023, according to Global Carbon Project, a group of scientists who track emissions... This year's pollution increase isn't quite as large as last year's 1.4% jump, scientists said while presenting the data at the United Nations climate talks in Azerbaijan...

The continued rise in carbon emissions is mostly from the developing world and China. Many analysts had been hoping that China — by far the world's biggest annual carbon polluting nation with 32% of the emissions — would have peaked its carbon dioxide emissions by now. Instead China's emissions rose 0.2% from 2023, with coal pollution up 0.3%, Global Carbon Project calculated... [Although its growth rate now is "basically flat," O'Sullivan said.] That's nothing close to the increase in India, which at 8% of the globe's carbon pollution is third-largest carbon emitter. India's carbon pollution jumped 4.6% in 2024, the scientists said.

Carbon emissions fell 0.6% in the U.S. mostly from reduced coal, oil and cement use. The U.S. was responsible for 13% of the globe's carbon dioxide in 2024. Historically, it's responsible for 21% of the world's emissions since 1950... Twenty-two nations have shown steady decreases in emissions, O'Sullivan said, singling out the United States as one of those. The biggest emission drops from 2014 to 2023 were in the United States, Japan, Germany, the United Kingdom and Ukraine. Europe, which accounts for 7% of the world's carbon pollution, saw its carbon dioxide output drop 3.8% from last year — driven by a big cut in coal emissions.
Some interesting statistics from the article:

• Burning coal, oil, and natural gas is currently emitting 2.6 million pounds (1.2 million kilograms) of carbon dioxide every second..."

• In the last 10 years, emissions have gone up about 6%.

• Global carbon emissions are more than double what they were 50 years ago, and 50% more than they were in 1999.

"If the world continues burning fossil fuels at today's level, it has six years before passing 1.5 degrees Celsius (2.7 Fahrenheit) above pre-industrial levels, the limit agreed to at the 2015 climate talks in Paris, said study co-author Stephen Sitch. The Earth is already at 1.3 degrees Celsius (2.3 Fahrenheit), according to the United Nations."

Yet "Total carbon emissions — which include fossil fuel pollution and land use changes such as deforestation — are basically flat because land emissions are declining, the scientists said."

Automotive Grade Linux is a collaborative open source project developing "an open platform from the ground up that can serve as the de facto industry standard" for fast development of new features. Automakers have joined with tech companies and suppliers to speed up development (and adoption) of "a fully open software stack for the connected car" — hosted at the Linux Foundation, and "with Linux at its core..."

And this week they created a new Open Source Program Office expert group, led by Toyota, to promote the establishment of Open Source Program Offices within the automotive industry, "and encourage the sharing of information and best practices between them." Open source software has become more prevalent across the automotive industry as automakers invest more time and resources into software development. Automakers like Toyota and Subaru are using open source software for infotainment and instrument cluster applications. Other open source applications across the automotive industry include R&D, testing, vehicle-to-cloud and fleet management. "Historically, there has been little code contributed back to the open source community," said Dan Cauchy, Executive Director of Automotive Grade Linux. "Often, this was because the internal procedures or IT infrastructure weren't in place to support open source contributions. The rise of software-defined vehicles has led to a growing trend of automakers not just using, but also contributing, to open source software. Many organizations are also establishing Open Source Program Offices to streamline and organize open source activities to better support business goals."

Automakers including Toyota, Honda, and Volvo have already established Open Source Program Offices. The new AGL OSPO Expert Group provides a neutral space for them to share pain points and collaborate on solutions, exchange information, and develop best practices that can help other automakers build their own OSPOs. "Toyota has been participating in AGL and the broader open source community for over a decade," said Masato Endo, Group Manager of Open Source Program Group, Toyota. "We established an OSPO earlier this year to promote the use of open source software internally and to help guide how and where we contribute. We are looking forward to working with other open source leaders to solve common problems, collaborate on best practices, and invigorate open source activities in the automotive industry."

The AGL OSPO EG is led by Toyota with support from Panasonic and AISIN Corporation.

French private AI lab PleIAs "is committed to training LLMs in the open," they write in a blog post at Mozilla.org. "This means not only releasing our models but also being open about every aspect, from the training data to the training code. We define 'open' strictly: all data must be both accessible and under permissive licenses."

Wednesday PleIAs announced they were releasing the largest open multilingual pretraining dataset, according to their blog post at HuggingFace: Many have claimed that training large language models requires copyrighted data, making truly open AI development impossible. Today, Pleias is proving otherwise with the release of Common Corpus (part of the AI Alliance Open Trusted Data Initiative) — the largest fully open multilingual dataset for training LLMs, containing over 2 trillion tokens of permissibly licensed content with provenance information (2,003,039,184,047 tokens).

As developers are responding to pressures from new regulations like the EU AI Act, Common Corpus goes beyond compliance by making our entire permissibly licensed dataset freely available on HuggingFace, with detailed documentation of every data source. We have taken extensive steps to ensure that the dataset is high-quality and is curated to train powerful models. Through this release, we are demonstrating that there doesn't have to be such a [heavy] trade-off between openness and performance.

Common Corpus is:

— Truly Open: contains only data that is permissively licensed and provenance is documented

— Multilingual: mostly representing English and French data, but contains at least 1B tokens for over 30 languages

— Diverse: consisting of scientific articles, government and legal documents, code, and cultural heritage data, including books and newspapers

— Extensively Curated: spelling and formatting has been corrected from digitized texts, harmful and toxic content has been removed, and content with low educational content has also been removed.


Common corpus builds on a growing ecosystem of large, open datasets, such as Dolma, FineWeb, RefinedWeb. The Common Pile currently in preparation under the coordination of Eleuther is built around the same principle of using permissible content in English language and, unsurprisingly, there were many opportunities for collaborations and shared efforts. But even together, these datasets do not provide enough training data for models much larger than a few billion parameters. So in order to expand the options for open model training, we still need more open data...

Based on an analysis of 1 million user interactions with ChatGPT, the plurality of user requests are for creative compositions... The kind of content we actually need — like creative writing — is usually tied up in copyright restrictions. Common Corpus tackles these challenges through five carefully curated collections...
Last week AMD also released its first series of fully open 1 billion parameter language models, AMD OLMo.

And last month VentureBeat reported that the non-profit Allen Institute for AI had unveiled Molmo, "an open-source family of state-of-the-art multimodal AI models which outpeform top proprietary rivals including OpenAI's GPT-4o, Anthropic's Claude 3.5 Sonnet, and Google's Gemini 1.5 on several third-party benchmarks."

Chegg, the online education company, is laying off 319 workers as it struggles to compete against modern AI chatbots. SFGATE reports: Chegg announced the new layoff round, which will hit 21% of its workforce, in a filing with the Securities and Exchange Commission on Tuesday. The company delivered the news alongside another brutal quarterly financial report; Chegg lost more than $212 million from July through September. CEO Nathan Schultz, in prepared remarks accompanying the report, expressed some optimism but called it a "trying time" for his company. Chegg provides grammar and plagiarism checkers, plus course-by-course study help, along with much-used textbook solution guides.

"Technology shifts have created headwinds for our industry and Chegg's business specifically," Schultz said. "Recent advancements in the AI search experience and the adoption of free and paid generative AI services by students, have resulted in challenges for Chegg. These factors are adversely affecting our business outlook and are requiring us to refocus and adjust the size of our business." He specifically called out Google's AI overviews, a recent change to search results that pulls information from news outlets and sites like Chegg and summarizes above the classic blue links. Schultz said that his team believes Google is "shifting from being a search origination point to the destination" in an attempt to keep market share.

Schultz also blamed generative AI chatbots like OpenAI's ChatGPT, saying that students see the tool and others like it as "strong alternatives" to Chegg. Web traffic has dropped sharply as a result, Schultz wrote. A Wall Street Journal story published Saturday said Chegg "is trying to avoid becoming [ChatGPT's] first major victim" and that the company had lost more than 500,000 subscribers, some who paid almost $20 a month, since the chatbot's 2022 launch. Despite the negative business impact, it seems Chegg is experimenting with new tech. Schultz said in the remarks that the company had formed an "arena" to evaluate AI models and aims to "integrate AI into the full learning journey."