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."

The White House said it's completed a $6.6 billion grant agreement with Taiwan Semiconductor Manufacturing Company (TSMC) through the Chips and Science Act. "Today's announcement is among the most critical milestones yet in the implementation of the bipartisan CHIPS & Science Act, and demonstrates how we are ensuring that the progress made to date will continue to unfold in the coming years, benefitting communities all across the country," Biden said in a statement. The Hill reports: The grant is expected to create $65 billion of private investment by TSMC in Arizona, Biden said, which will include three new facilities and the creation of tens of thousands of jobs by the end of the decade. The first of the company's new facilities is on track to open next year. Biden earlier this year announced a slew of preliminary grant agreements with companies, including TSMC, through the CHIPS law. The announcement of a final agreement underscores how the administration is hoping to get those deals across the finish line before President-elect Trump takes office. [...]

Biden has repeatedly touted the importance of the CHIPS and Science Act, citing the prevalence of microchips that are used in everyday technology such as phones, cars, home appliances and more. Officials have said the law is critical to bolster domestic production of the chips to make the U.S. less reliant on foreign supply chains.

The Federal Trade Commission reported Friday that the number of consumer complaints about unwanted telemarketing phone calls has dropped over 50% since 2021, continuing a trend that started three years ago. From a report: This year, the FTC has received 1.1 million reports regarding robocalls, down from 1.2 million one year before 2023 and from more than 3.4 million in 2021. According to this year's National Do Not Call Registry Data Book -- which provides the most recent data on robocall complaints together with a complete state-by-state analysis -- the highest number of consumer complaints targeted unwanted calls about medical and prescription issues, with more than 170,000 reports (most of them robocalls) received until September 30, 2024.

Economist: Britain has long been a pioneer in telecoms. In 1837 it built the world's first commercial telegraph; the first transatlantic call was placed from London in 1927; in 1992 a British programmer sent the first text message to a mobile phone. Today it lags rather than leads. According to figures provided to The Economist by Opensignal, a research firm, Britain ranks 46th for download speeds out of the 56 developed and developing countries for which there are data. That gives it the worst mobile service in the rich world.

Some of this is due to demand. Over the past three years data usage on mobile devices has doubled as people stream films and play games. The busiest parts of cities often lack mobile reception because the system is at capacity. But mainly it is an issue of supply. British users of 5G are only on it 11% of the time. That puts Britain 43rd out of the 56 countries. This lacklustre performance is caused by a combination of government U-turns, insufficient investment and sclerotic planning.

An anonymous reader shares a report: Future UN climate summits should be held only in countries that can show clear support for climate action and have stricter rules on fossil fuel lobbying, according to a group of influential climate policy experts. The group includes former UN secretary-general Ban Ki-moon, the former president of Ireland Mary Robinson, the former UN climate chief Christiana Figueres and the prominent climate scientist Johan Rockstrom.

They have written to the UN demanding the current complex process of annual "conferences of the parties" under the UN framework convention on climate change -- the Paris agreement's parent treaty -- be streamlined, and meetings held more frequently, with more of a voice given to developing countries. "It is now clear that the Cop is no longer fit for purpose. We need a shift from negotiation to implementation," they wrote.

Brazilian officials are scrambling to control a gambling boom that has led some citizens to take out loans with interest rates as high as 438% to fund their betting habits, sparking concerns about household debt levels.

The surge in online betting has doubled Brazil's gambling population to 52 million in six months, with the central bank estimating monthly gambling spending between 18-21 billion reais ($3.1-3.6 billion) through August 2024. Central Bank President Roberto Campos Neto said lower-income families are disproportionately affected, with 20% of government social program payments in August directed to online gambling sites.

The Finance Ministry has accelerated regulatory measures, requiring over 100 betting companies to submit operating paperwork ahead of schedule. New rules starting January 1 will allow authorities to limit bet amounts, block payment systems, and monitor for money laundering. President Luiz Inacio Lula da Silva recently raised concerns at the UN about gambling's impact on Brazil's poorest citizens, while officials are moving to ban credit card use for betting and restrict gambling advertisements.

Eighteen Republican state attorneys general have sued the U.S. Securities and Exchange Commission (SEC) and Chair Gary Gensler on Thursday, challenging the agency's authority to regulate cryptocurrency markets.

The lawsuit, led by Kentucky Attorney General Russell Coleman, alleges the SEC has exceeded its statutory powers by attempting to assume broad regulatory control over digital assets without congressional authorization. The complaint argues the agency's actions infringe on states' rights to develop their own cryptocurrency regulations and harm consumers by imposing ill-fitting federal securities laws on digital assets.

Speaking at a legal conference Thursday, Gensler defended the agency's approach, citing consistent court support for SEC enforcement actions in cryptocurrency cases. The regulatory landscape appears set for change following President-elect Trump's victory. Trump, who previously dismissed cryptocurrency as a "scam," has pledged to make the U.S. the "crypto capital of the planet" and remove Gensler.

ZDNet's Steven Vaughan-Nichols reports: [...] At KubeCon North America 2024 this week, CNCF executive director Priyanka Sharma said in her keynote, "Patent trolls are not contributors or even adopters in our ecosystem. Instead, they prey on cloud-native adopters by abusing the legal system. We are here to tell the world that these patent trolls don't stand a chance because CNCF is uniting the ecosystem to deter them. Like a herd of musk oxen, we will run them off our pasture." CNCF CTO Chris Aniszczyk added: "The reason trolls can make money is that many companies find it too expensive to fight back, so they pay trolls a settlement fee to avoid the even higher cost of litigation. Now, when a whole herd of companies band together like musk oxen to drive a troll off, it changes the cost structure of fighting back. It disrupts their economic model."

How? Jim Zemlin, the Linux Foundation's executive director, said, "We don't negotiate with trolls. Instead, with United Patents, we go to the PTO and crush those patents. We strive to invalidate them by working with developers who have prior art, bringing this to the attention of the USPTO, and killing patents. No negotiation, no settlement. We destroy the very asset that made patent trolls' business work. Together, since we've started this effort, 90% of the time, we've been able to go in there and destroy these patents." "It's time for us to band together," said Joanna Lee, CNCF's VP of strategic programs and legal. "We encourage all organizations in our ecosystem to get involved. Join the fight, enhance your own company's protection, protect your customers, enhance our community defense, and save money on legal expenses."

While getting your company and its legal department involved in the effort to fend off patent trolls is important, developers can also help. CNCF announced the Cloud Native Heroes Challenge, a patent troll bounty program in which cloud-native developers and technologists can earn swag and win prizes. They're asking you to find evidence of preexisting technology -- referred to by patent lawyers as "prior art" -- that can kill off bad patents. This could be open-source documentation (including release notes), published standards or specifications, product manuals, articles, blogs, books, or any publicly available information. All entrants who submit an entry that conforms to the contest rules will receive a free "Cloud Native Hero" t-shirt that can be picked up at any future KubeCon+CloudNativeCon. The winner will also receive a $3,000 cash prize.

In the inaugural contest, the CNCF is seeking information that can be used to invalidate Claim 1 from US Patent US-11695823-B1. This is the major patent asserted by Edge Networking Systems against Kubernetes users. As is often the case with such patents, it's much too broad. This patent describes a network architecture that facilitates secure and flexible programmability between a user device and across a network with full lifecycle management of services and infrastructure applications. That describes pretty much any modern cloud system. If you can find prior art that describes such a system before June 13, 2013, you could be a winner. Some such materials have already been found. This is already listed in the "known references" tab of the contest information page and doesn't qualify. If you care about keeping open-source software easy and cheap to use -- or you believe trolls shouldn't be allowed to take advantage of companies that make or use programs -- you can help. I'll be doing some digging myself.

The Federal Trade Commission is preparing to launch an investigation into anti-competitive practices at Microsoft's cloud computing business, Financial Times reported Thursday, as the US regulator continues to pursue Big Tech in the final weeks of Joe Biden's presidency. From the report: The FTC is examining allegations that Microsoft is abusing its market power in productivity software by imposing punitive licensing terms to prevent customers from moving their data from its Azure cloud service to competitors' platforms, according to people with direct knowledge of the matter.

Tactics being examined include substantially increasing subscription fees for those that leave, charging steep exit fees and allegedly making its Office 365 products incompatible with rival clouds, they added.

Washington Post: The Consumer Financial Protection Bureau has taken steps to place Google under formal federal supervision, an extraordinary move that could subject the technology giant to the regular inspections and other rigorous monitoring that the government imposes on major banks.

Google has fiercely resisted the idea over months of highly secretive talks, according to two people familiar with the discussions, who spoke on the condition of anonymity to describe them -- setting up what may ultimately be a major legal clash with vast implications for the CFPB's powers in the digital age.

The exact scope of the CFPB's concerns is not clear, and its order does not appear to be final. The political fate of the bureau's work under Director Rohit Chopra is also in doubt, as the watchdog agency braces for potentially significant changes to its leadership and agenda with the return of President-elect Donald Trump to the White House.

Formed in the aftermath of the 2008 financial crisis, the CFPB has broad powers to protect consumers from unfair, deceptive or predatory financial practices. That includes the ability to place certain firms under supervision, a status that can afford regulators direct access to the company's internal records to ensure their activities are sound -- and seek fixes if they are not.

An anonymous reader quotes a report from TechCrunch: U.K. consumer rights group 'Which?' is filing a legal claim against Apple under competition law on behalf of some 40 million users of iCloud, its cloud storage service. The collective proceeding lawsuit, which is seeking 3 billion pounds in compensation damages (around $3.8 billion at current exchange rates), alleges that Apple has broken competition rules by giving its own cloud storage service preferential treatment and effectively locking people into paying for iCloud at "rip-off" prices. "iOS has a monopoly and is in control of Apple's operating systems and it is incumbent on Apple not to use that dominance to gain an unfair advantage in related markets, like the cloud storage market. But that is exactly what has happened," Which wrote in a press release announcing filing the claim with the U.K.'s Competition Appeal Tribunal (CAT).

The lawsuit accuses Apple of encouraging users of its devices to sign up to iCloud for photo storage and other data storage needs, while simultaneously making it difficult for consumers to use alternative storage providers -- including by not allowing them to store or back-up all of their phone's data with a third-party provider. "iOS users then have to pay for the service once photos, notes, messages and other data go over the free 5GB limit," Which noted. The suit also accuses Apple of overcharging U.K. consumers for iCloud subscriptions owing to the lack of competition. "Apple raised the price of iCloud for UK consumers by between 20% and 29% across its storage tiers in 2023," it wrote, saying it's seeking damages for all affected Apple customers -- and estimating that individual consumers could be owed an average of 70 pounds (around $90), depending on how long they've been paying Apple for iCloud services. "Anyone who has 'obtained' iCloud services, including non-paying users, over the nine-year timeframe since the Consumer Rights Act came into force on October 1st, 2015," will be included in the claim. U.K.-based consumers will have to opt-out if they do not want to be included. "Consumers who live outside the U.K. and believe they are eligible to be included must actively opt-in to join the action," adds TechCrunch.

During a public joint hearing today titled "Unidentified Anomalous Phenomena: Exposing the Truth," four experts testified that the U.S. is running secret UAP programs, including crash retrieval and reverse-engineering programs for advanced nonhuman technology. Although the Pentagon maintains there's no evidence of alien spacecraft, witnesses like Luis Elizondo and Michael Gold argue that UAPs represent an intelligence enigma and call for open, stigma-free study to address potential security concerns and unknown scientific possibilities. NPR reports: Tim Gallaudet, retired rear admiral, U.S. Navy; CEO of Ocean STL Consulting, LLC
"Confirmation that UAPs are interacting with humanity came for me in January 2015," Gallaudet said in his written testimony (PDF). He describes being part of a pre-deployment naval exercise off the U.S. East Coast that culminated in the famous "Go Fast" video, in which a Navy F/A-18 jet's sensors recorded "an unidentified object exhibiting flight and structural characteristics unlike anything in our arsenal." He was among a group of commanders involved in the exercise who received an email containing the video, which was sent by the operations officer of Fleet Forces Command, Gallaudet said. "The very next day, the email disappeared from my account and those of the other recipients without explanation," he said.

Luis Elizondo, author and former Department of Defense official
Elizondo's written testimony (PDF) was brief and alleged that a secretive arms race is playing out on the global stage. "Let me be clear: UAP are real," he wrote. "Advanced technologies not made by our Government -- or any other government -- are monitoring sensitive military installations around the globe. Furthermore, the U.S. is in possession of UAP technologies, as are some of our adversaries." Elizondo is a former intelligence officer who later "managed a highly sensitive Special Access Program on behalf of the White House and the National Security Council," according to his official bio (PDF). "By 2012, [Elizondo] was the senior ranking person of the DOD's Advanced Aerospace Threat Identification Program, a secretive Pentagon unit that studied unidentified anomalous phenomena," his bio states, adding that he resigned in 2017.

Michael Gold, former NASA associate administrator of space policy and partnerships; member of NASA UAP Independent Study Team
Gold's written testimony (PDF) stressed the need for government agencies and academics to "overcome the pernicious stigma that continues to impede scientific dialogue and open discussions" about unexplained phenomena. "As the saying goes, the truth is out there," Gold said, "we just need to be bold enough and brave enough to face it."

Michael Shellenberger, founder of Public, a news outlet on the Substack platform
Shellenberger's testimony (PDF) ran to some 214 pages, including a lengthy timeline of UAP reports from 1947 to 2023. Shellenberger pressed the White House and Congress to act, calling for the adoption of UAP transparency legislation and cutting funds for any related programs that aren't disclosed to lawmakers. "UAP transparency is bi-partisan and critical to our national security," his written testimony stated. You can watch the proceeding here.

The FBI raided Polymarket CEO Shayne Coplan's Manhattan apartment, seizing his phone and electronic devices. A source close to the matter told The New York Post it was politically motivated due to Polymarket's successful prediction of Trump's election win. It's "grand political theater at its worst," the source said. "They could have asked his lawyer for any of these things. Instead, they staged a so-called raid so they can leak it to the media and use it for obvious political reasons."

Although no charges were filed, the raid has sparked controversy, with speculation of political retribution and concerns over potential market manipulation, as Polymarket faces scrutiny both in the U.S. and from French regulators. The New York Post reports: Coplan was not arrested and has not been charged, a Polymarket spokesperson told The Post on Wednesday evening. "Polymarket is a fully transparent prediction market that helps everyday people better understand the events that matter most to them, including elections," the rep said. "We charge no fees, take no trading positions, and allow observers from around the world to analyze all market data as a public good."

Coplan posted on X after his run-in with the feds: "New phone, who dis?" Polymarket does not allow trading in the US, though bettors can bypass the ban by accessing the site through VPN. The FBI's investigation comes a week after Coplan said Polymarket is planning to return to the US. [...] In 2022, the online gambling platform was forced to pause its trading in the US and pay a $1.4 million penalty to settle charges with the Commodity Futures Trading Commission that it had failed to register with the agency. [In France, regulators are investigating Polymarket's compliance with national gambling laws, with concerns about unauthorized gambling activities within the country.] A Fortune report published a week before the election found widespread evidence of wash-trading on Polymarket. "Polymarket's Terms of Use expressly prohibit market manipulation," a Polymarket spokesperson told Fortune in a statement.

Amazon has discontinued its secretive "Encore" project to develop an at-home fertility tracker, resulting in layoffs for around 100 employees. The project, part of Amazon's Grand Challenge division, aimed to launch a device and app that would predict fertility through saliva testing but was ultimately terminated to control costs. CNBC reports: The project was born out of the company's 2020 acquisition of Wisconsin-based startup bluDiagnostics, the sources said. BluDiagnostics was founded in 2015 by Weibel, Katie Brenner and Jodi Schroll, all of whom joined Grand Challenge. The startup had developed a thermometer-like device, called FertilityFinder, to help women track their fertility from home by testing their saliva and measuring two key hormones, estradiol and progesterone. The results of the test were viewable through a corresponding app. Business Insider reported on aspects of the fertility device in 2022, when its codename was Project Tiberius.

The team was working to develop its own saliva collection device and mobile app, which could predict when a user might be in the fertile window. Users could also log their period symptoms, sexual activity and other data to assist with tracking their fertility. There are similar offerings on the market from companies including Inne, Oova, Ava and Mira, along with fertility and ovulation tracking apps such as Flo, Clue and Max Levchin's Glow. Amazon initially aimed to release the product this year, but the timing was pushed out after the team encountered technical issues with the device, one of the people said. It was a costly endeavor and required significant upfront investments for lab research and development, in addition to the high salaries for scientists and engineers, the sources said, adding that the team's weekly overhead was roughly $1.5 million. Amazon didn't comment on the figure. Only one project now remains active within Grand Challenge. Its focus is on health tech, the people said. "We regularly review our businesses to ensure we focus on areas where we can make the biggest difference for customers," said Amazon spokesperson Margaret Callahan. "Following a recent review, we've decided to discontinue this project within Grand Challenge, and we're working directly with employees whose roles are impacted to support them through the transition and help them find other opportunities within Amazon."

An anonymous reader shares a report: Officials inside the Secret Service clashed over whether they needed a warrant to use location data harvested from ordinary apps installed on smartphones, with some arguing that citizens have agreed to be tracked with such data by accepting app terms of service, despite those apps often not saying their data may end up with the authorities, according to hundreds of pages of internal Secret Service emails obtained by 404 Media.

The emails provide deeper insight into the agency's use of Locate X, a powerful surveillance capability that allows law enforcement officials to follow a phone, and person's, precise movements over time at the click of a mouse. In 2023, a government oversight body found that the Secret Service, Customs and Border Protection, and Immigration and Customs Enforcement all used their access to such location data illegally. The Secret Service told 404 Media in an email last week it is no longer using the tool. "If USSS [U.S. Secret Service] is using Locate X, that is most concerning to us," one of the internal emails said. 404 Media obtained them and other documents through a Freedom of Information Act (FOIA) request with the Secret Service.

An anonymous reader quotes a report from The Register: Royal assent was granted to two right to repair bills last week that amend Canada's Copyright Act to allow the circumvention of technological protection measures (TPMs) if this is done for the purposes of "maintaining or repairing a product, including any related diagnosing," and "to make the program or a device in which it is embedded interoperable with any other computer program, device or component." The pair of bills allow device owners to not only repair their own stuff regardless of how a program is written to prevent such non-OEM measures, but said owners can also make their devices work with third-party components without needing to go through the manufacturer to do so.

Bills C-244 (repairability) and C-294 (interoperability) go a long way toward advancing the right to repair in Canada and, as iFixit pointed out, are the first federal laws anywhere that address how TPMs restrict the right to repair -- but they're hardly final. TPMs can take a number of forms, from simple administrative passwords to encryption, registration keys, or even the need for a physical object like a USB dongle to unlock access to copyrighted components of a device's software. Most commercially manufactured devices with proprietary embedded software include some form of TPM, and neither C-244 nor C-294 place any restrictions on the use of such measures by manufacturers. As iFixit points out, neither Copyright Act amendments do anything to expand access to the tools needed to circumvent TPMs. That puts Canadians in a similar position to US repair advocates, who in 2021 saw the US Copyright Office loosen DMCA restrictions to allow limited repairs of some devices despite TPMs, but without allowing access to the tools needed to do so. [...]

Canadian Repair Coalition co-founder Anthony Rosborough said last week that the new repairability and interoperability rules represent considerable progress, but like similar changes in the US, don't actually amount to much without the right to distribute tools. "New regulations are needed that require manufacturers and vendors to ensure that products and devices are designed with accessibility of repairs in mind," Rosborough wrote in an op-ed last week. "Businesses need to be able to carry out their work without the fear of infringing various intellectual property rights."

An anonymous reader quotes a report from NBC News: Former Massachusetts Air National Guard member Jack Teixeira was sentenced Tuesday to 15 years for stealing classified information from the Pentagon and sharing it online, the U.S. Attorney for Massachusetts announced. Teixeira received the sentence before Judge Indira Talwani in U.S. District Court for the District of Massachusetts. In March, the national guardsman pleaded guilty to six counts of willful retention and transmission of national defense information under the Espionage Act. He was arrested by the FBI in North Dighton, Massachusetts, in April 2023 and has been in federal custody since mid-May 2023.

According to court documents, Teixeira transcribed classified documents that he then shared on Discord, a social media platform mostly used by online gamers. He began sharing the documents in or around 2022. A document he was accused of leaking included information about providing equipment to Ukraine, while another included discussions about a foreign adversary's plot to target American forces abroad, prosecutors said. [...] While the documents were discovered online in March 2023, Teixeira had been sharing them online since January of that year, according to prosecutors.

If you have Spotify's soon-to-be-bricked Car Thing, there are a few ways you can give it a new lease on life. YouTuber Dammit Jeff has showcased modifications to Car Thing that makes the device useful as a desktop music controller, customizable shortcut tool, or a simple digital clock. Ars Technica's Kevin Purdy reports: Spotify had previously posted the code for its uboot and kernel to GitHub, under the very unassuming name "spsgsb" and with no announcement (as discovered by Josh Hendrickson). Jeff has one idea why the streaming giant might not have made much noise about it: "The truth is, this thing isn't really great at running anything." It has half a gigabyte of memory, 4GB of internal storage, and a "really crappy processor" (Amlogic S905D2 SoC) and is mostly good for controlling music.

How do you get in? The SoC has a built-in USB "burning mode," allowing for a connected computer, running the right toolkit, to open up root access and overwrite its firmware. Jeff has quite a few issues getting connected (check his video description for some guidance), but it's "drag and drop" once you're in. Jeff runs through a few of the most popular options for a repurposed Car Thing:

- DeskThing, which largely makes Spotify desk-friendly, but adds a tiny app store for weather (including Jeff's own WeatherWave), clocks, and alternate music controls
- GlanceThing, which keeps the music controls but also provides some Stream-Deck-like app-launching shortcuts for your main computer.
- Nocturne, currently invite-only, is a wholly redesigned Spotify interface that restores all its Spotify functionality.

An anonymous reader quotes a report from 404 Media: Flock is one of the largest vendors of automated license plate readers (ALPRs) in the country. The company markets itself as having the goal to fully "eliminate crime" with the use of ALPRs and other connected surveillance cameras, a target experts say is impossible. [...] Flock and automated license plate reader cameras owned by other companies are now in thousands of neighborhoods around the country. Many of these systems talk to each other and plug into other surveillance systems, making it possible to track people all over the country.

"It went from me seeing 10 license plate readers to probably seeing 50 or 60 in a few days of driving around," [said Alabama resident and developer Will Freeman]. "I wanted to make a record of these things. I thought, 'Can I make a database of these license plate readers?'" And so he made a map, and called it DeFlock. DeFlock runs on Open Street Map, an open source, editable mapping software. He began posting signs for DeFlock (PDF) to the posts holding up Huntsville's ALPR cameras, and made a post about the project to the Huntsville subreddit, which got good attention from people who lived there. People have been plotting not just Flock ALPRs, but all sorts of ALPRs, all over the world. [...]

When I first talked to Freeman, DeFlock had a few dozen cameras mapped in Huntsville and a handful mapped in Southern California and in the Seattle suburbs. A week later, as I write this, DeFlock has crowdsourced the locations of thousands of cameras in dozens of cities across the United States and the world. He said so far more than 1,700 cameras have been reported in the United States and more than 5,600 have been reported around the world. He has also begun scraping parts of Flock's website to give people a better idea of where to look to map them. For example, Flock says that Colton, California, a city with just over 50,000 people outside of San Bernardino, has 677 cameras.

People who submit cameras to DeFlock have the ability to note the direction that they are pointing in, which can help people understand how these cameras are being positioned and the strategies that companies and police departments are using when deploying them. For example, all of the cameras in downtown Huntsville are pointing away from the downtown core, meaning they are primarily focused on detecting cars that are entering downtown Huntsville from other areas.