The Justice Department justified its delayed release of sensitive files by citing the need to carefully redact information that could identify victims, but at least some of those redactions have proven to be technically ineffective and can be bypassed by simply copying and pasting the blacked-out text into a new document.

A 2022 complaint filed by the US Virgin Islands seeking damages from Jeffrey Epstein's estate appeared on the DOJ's "Epstein Library" website with black boxes throughout. Techdirt founder Mike Masnick and others shared on Bluesky that the redactions could be trivially circumvented. The exposed text includes allegations that a co-executor signed over $400,000 in foundation checks "payable to young female models and actresses, including a former Russian model," and details about an immigration lawyer allegedly "involved in one or more forced marriages arranged among Epstein's victims."

Separately, Drop Site News was also apparently able to guess URLs of files not yet published by extrapolating the format.

Hallmark has released more than 300 Christmas-themed TV movies since 2000, and a detailed internal rulebook obtained by film data analyst Stephen Follows explains how the company manages to produce nearly one new holiday film per week during the final quarter of each year without the whole operation collapsing into creative chaos.

The document, referred to as Hallmark's "bible" by writers and producers who have worked on these films, specifies everything from script length (105-110 pages across a rigid nine-act structure) to prohibited activities (no bowling, no karaoke). Christmas movies must include snow or its remnants and feature characters engaged in seasonal activities like baking cookies, ice skating, and drinking hot chocolate.

The target demographic is women aged 25-54, and the content must be watchable by an 80-year-old grandmother and a 5-year-old niece simultaneously. The economics differ sharply from theatrical filmmaking. Licensed titles from outside production companies carry budgets around $500,000 or less, while Hallmark's in-house productions can exceed $2 million. About three-quarters of the library comes from external producers. The formula appears to work. Hallmark TV movies have averaged a 6.3 IMDb user score over the past 14 years, compared to 5.9 for feature films worldwide.

Further reading: Using Data To Determine if 'Die Hard' is a Christmas Movie.

An anonymous reader shares a report: In 2024, 25.2% of gross final energy consumption in the EU came from renewable sources, up by 0.7 percentage points compared with 2023. This share is 17.3 pp short of meeting the 2030 target (42.5%), which would require an annual average increase of 2.9 pp from 2025 to 2030.

Among the EU countries, Sweden recorded the highest share of its gross final energy consumption coming from renewable sources (62.8%). Sweden primarily relied on solid biomass, hydro and wind. Finland followed with 52.1%, relying on solid biomass, wind and hydro, while Denmark came in third with 46.8%, with most of its renewable energy sourced from solid biomass, wind and biogas. The lowest shares of renewables were recorded in Belgium (14.3%), Luxembourg (14.7%), and Ireland (16.1%).

YouTube has been winning the streaming wars for years, but its real competitive advantage comes not from prime-time viewing but from its stranglehold on daytime hours when Americans are meditating, exercising, cooking, or simply looking for background noise. At 11 a.m. in October, YouTube commanded an average audience of 6.3 million viewers compared to Netflix's 2.8 million, according to Nielsen data. Amazon drew about a million viewers at that hour, and HBO Max, Paramount+ and Peacock each pulled fewer than 600,000.

The gap narrows significantly at night -- Netflix's audience swells to over 11 million at 9 p.m., trailing YouTube's 12 million -- but YouTube's dominance reasserts itself in overnight hours and through the next day. Netflix is responding by bringing at least 34 video podcasts to its service next year, including "The Breakfast Club," "The Bill Simmons Podcast," and "Pardon My Take." Amazon added the Kelce brothers' "New Heights" podcast to Prime Video in September. The strategy is intentional: roughly 75 percent of all podcast listening happens between 6 a.m. and 6 p.m., according to Edison Research. YouTube said viewers watched 700 million hours of video podcasts on living room devices in October alone, a 75% increase from the previous year.

Goldman Sachs, in a note this week, via India Dispatch: There are various reasons that explains this: (i) A large part of the global education spend goes towards formal education (schools, colleges and universities), which are typically either run by governments or are not-for-profit institutions;

(ii) It is difficult to replicate education quality at scale in our view, since most teachers would have a different pedagogy, and thus standardization is harder to achieve vs that in other internet categories;

(iii) Education is fragmented - it includes various fields (schools, undergrad courses, medicine, engg, management, etc.), each with their own curriculum, and the same being vastly different across countries globally; this makes scalability difficult beyond a few certain specializations and regions.

Additionally, we believe the ability for online education to capture a sizable value share of supplemental education is limited since the perceived value of offline, including that from community, in-person engagement and doubt solving, rigour, etc., is typically higher.

However, we note that before China's double reduction policy in 2021, TAL and EDU had market caps of up to US$50 bn; these companies were mostly domestic focused and on the K-12 tutoring segment, which has large volumes. Similarly in India, Byju's reached a peak valuation of US$20 bn+ (link; again, focused on K-12), before issues around governance etc. impacted the business.

An anonymous reader quotes a report from the Associated Press: The State Department announced Tuesday it was barring five Europeans it accused of leading efforts to pressure U.S. tech firms to censor or suppress American viewpoints. The Europeans, characterized by Secretary of State Marco Rubio as "radical" activists and "weaponized" nongovernmental organizations, fell afoul of a new visa policy announced in May to restrict the entry of foreigners deemed responsible for censorship of protected speech in the United States. "For far too long, ideologues in Europe have led organized efforts to coerce American platforms to punish American viewpoints they oppose," Rubio posted on X. "The Trump Administration will no longer tolerate these egregious acts of extraterritorial censorship."

The five Europeans were identified by Sarah Rogers, the under secretary of state for public diplomacy, in a series of posts on social media. [...] The five Europeans named by Rogers are: Imran Ahmed, chief executive of the Centre for Countering Digital Hate; Josephine Ballon and Anna-Lena von Hodenberg, leaders of HateAid, a German organization; Clare Melford, who runs the Global Disinformation Index; and former EU Commissioner Thierry Breton, who was responsible for digital affairs. Rogers in her post on X called Breton, a French business executive and former finance minister, the "mastermind" behind the EU's Digital Services Act, which imposes a set of strict requirements designed to keep internet users safe online. This includes flagging harmful or illegal content like hate speech. She referred to Breton warning Musk of a possible "amplification of harmful content" by broadcasting his livestream interview with Trump in August 2024 when he was running for president.

Longtime Slashdot reader MrFreak shares a public radio interview from 2015 discussing artificial intelligence as inference over abstract inputs, along with scaling limits, automation, and governance models, where for-profit engines are constrained by nonprofit oversight: Recorded months before OpenAI was founded, the conversation treats intelligence as math plus incentives rather than something mystical, touching on architectural bottlenecks, why "reasoning" may not simply emerge from brute force, labor displacement, and institutional design for advanced AI systems. Many of the themes align closely with current debates around large language models and AI governance.

The recording was revisited following recent remarks by Sergey Brin at Stanford, where he acknowledged that despite Google's early work on Transformers, institutional hesitation and incentive structures limited how aggressively the technology was pursued. The interview provides an earlier, first-principles perspective on how abstraction, scaling, and organizational design might interact once AI systems begin to compound.

theodp writes: We all mix pictures, emojis, and text freely in our communications. So why not in our code? That's the premise of "Fun With Python and Emoji: What Might Adding Pictures to Text Programming Languages Look Like?" (two-image Bluesky explainer; full slides), which takes a look at what mixing emoji with Python and SQL might look like. A GitHub repo includes a Google Colab-ready Python notebook proof of concept that does rudimentary emoji-to-text translation via an IPython input transformer.

So, in the Golden Age of AI -- some 60+ years after Kenneth Iverson introduced the chock-full-of-symbols APL -- are valid technical reasons still keeping symbols and pictures out of code, or is their absence more of a programming dogma thing?

An anonymous reader quotes a report from TechCrunch: Across Uzbekistan, a network of about a hundred banks of high-resolution roadside cameras continuously scan vehicles' license plates and their occupants, sometimes thousands a day, looking for potential traffic violations. Cars running red lights, drivers not wearing their seatbelts, and unlicensed vehicles driving at night, to name a few. The driver of one of the most surveilled vehicles in the system was tracked over six months as he traveled between the eastern city of Chirchiq, through the capital Tashkent, and in the nearby settlement of Eshonguzar, often multiple times a week. We know this because the country's sprawling license plate-tracking surveillance system has been left exposed to the internet.

Security researcher Anurag Sen, who discovered the security lapse, found the license plate surveillance system exposed online without a password, allowing anyone access to the data within. It's not clear how long the surveillance system has been public, but artifacts from the system show that its database was set up in September 2024, and traffic monitoring began in mid-2025. The exposure offers a rare glimpse into how such national license plate surveillance systems work, the data they collect, and how they can be used to track the whereabouts of any one of the millions of people across an entire country. The lapse also reveals the security and privacy risks associated with the mass monitoring of vehicles and their owners, at a time when the United States is building up its nationwide array of license plate readers, many of which are provided by surveillance giant Flock.

Under pressure from the Digital Markets Act, Apple's iOS 26.3 adds AirPods-style proximity pairing and notification support for third-party accessories in the EU. The changes will roll out to European users in 2026. MacRumors reports: The Digital Markets Act requires Apple to provide third-party accessories with the same capabilities and access to device features that Apple's own products get. In iOS 26.3, EU wearable device makers can now test proximity pairing and improved notifications.

Here are the new capabilities that Apple is adding:
- Proximity pairing - Devices like earbuds will be able to pair with an iOS device in an AirPods-like way by bringing the accessory close to an iPhone or iPad to initiate a simple, one-tap pairing process. Pairing third-party devices will no longer require multiple steps.
- Notifications - Third-party accessories like smart watches will be able to receive notifications from the iPhone. Users will be able to view and react to incoming notifications, which is functionality normally limited to the Apple Watch. Notifications can only be forwarded to one connected device at a time, and turning on notifications for a third-party device disables notifications to an Apple Watch.

A group of authors led by John Carreyrou has filed a new lawsuit against Anthropic, Google, OpenAI, Meta, xAI, and Perplexity, accusing the AI firms of training models on pirated copies of their books. TechCrunch reports: If this sounds familiar, it's because another set of authors already filed a class action suit against Anthropic for these same acts of copyright infringement. In that case, the judge ruled that it was legal for Anthropic and similar AI companies to train on pirated copies of books, but that it was not legal to pirate the books in the first place.

While eligible writers can receive about $3,000 from the $1.5 billion Anthropic settlement, some authors were dissatisfied with that resolution -- it doesn't hold AI companies accountable for the actual act of using stolen books to train their models, which generate billions of dollars in revenue. The plaintiffs in the new lawsuit say the proposed Anthropic settlement "seems to serve [the AI companies], not creators."

"LLM companies should not be able to so easily extinguish thousands upon thousands of high-value claims at bargain-basement rates, eliding what should be the true cost of their massive willful infringement."

Phoronix's Michael Larabel writes: An interesting anecdote from this month's Linux Plumbers Conference in Tokyo is that Meta (Facebook) is using the Linux scheduler originally designed for the needs of Valve's Steam Deck... On Meta Servers. Meta has found that the scheduler can actually adapt and work very well on the hyperscaler's large servers. [...]

The presentation at LPC 2025 by Meta engineers was in fact titled "How do we make a Steam Deck scheduler work on large servers." At Meta they have explored SCX_LAVD as a "default" fleet scheduler for their servers that works for a range of hardware and use-cases for where they don't need any specialized scheduler. They call this scheduler built atop sched_ext as "Meta's New Default Scheduler."

LAVD they found to work well across the growing CPU and memory configurations of their servers, nice load balancing between CCX/LLC boundaries, and more. Those wishing to learn more about Meta's use and research into SCX-LAVD can find the Linux Plumbers Conference presentation embedded below along with the slide deck (PDF).

An anonymous reader quotes a report from MarketWatch: ServiceNow announced a deal to acquire cybersecurity company Armis on Tuesday, marking a new milestone in the software giant's artificial-intelligence business strategy. The $7.75 billion all-cash transaction is part of ServiceNow's goal of advancing governance and trust in autonomous AI agents, and the company's largest transaction to date. "The acquisition of Armis will extend and enhance ServiceNow's Security, Risk, and [Operational Technology] portfolios in critical and fast-growing areas of cybersecurity and drive increased AI adoption by strengthening trust across businesses' connected environments," the company wrote in a press release.

While ServiceNow built its foundation IT service management products, the company has positioned itself as an "AI control tower" that orchestrates workflows across HR, customer service and security operations. Organizations today are operating in increasingly complex environments, with assets spanning from laptops and servers to smart grid devices, Gina Mastantuono, chief financial officer of ServiceNow, told MarketWatch on Tuesday. "But at the same time, cyber threats are becoming more sophisticated and more complex," she added.

ServiceNow's Security and Risk business crossed $1 billion in annual contract value earlier this year, and the Armis acquisition is expected to triple ServiceNow's market opportunity in the sector. Armis currently has over $340 million in annual recurring revenue, with growth exceeding 50% year-over-year, according to the press release. The Armis acquisition would allow ServiceNow to create an "end-to-end proactive cybersecurity exposure and operations stack that enables enterprises to see, decide and act across a business' entire technology footprint," Mastantuono said.

Irish competitor Diarmuid Early, dubbed the "Lebron James of Excel spreadsheets," has won the 2025 Microsoft Excel World Championship in Las Vegas, dethroning three-time champion Andrew Ngai. The BBC reports: The esport showpiece in December attracted competitors worldwide as 256 spreadsheet heads battled it out across knockout rounds to join the final 24 in Vegas. [...] A three-time champion in the financial Excel tournaments, this win was Diarmuid's first in the overall competition. He held the triple-world champion Andrew Ngai to second place, and won the $5,000 prize and title belt. [...]

Excel esports transforms a common office tool into a dynamic sport. More than 20 years old, the competitive scene has evolved from being finance based to now involving more general problem solving. Although it might help, Diarmuid said "it doesn't require accounting or finance knowledge." He described an example where Excel is used in solving a maze, scoring poker hands, or even sorting Kings and Queens into the battles in which they fought.

Generally there is a 30 minute challenge, with each challenge broken up into levels. The questions increase gradually in difficulty, with each correct answer gaining a player points. Whoever gets the most points wins, and in a tie, it is whoever got there first. "It's just, can you think on your feet and do things quickly in Excel?" he said. "If you solve the earlier levels in a neat way, that'll let you hit the ground running faster on the later ones."

A federal judge blocked Texas' app store age-verification law, ruling it likely violates the First Amendment by forcing platforms to gate speech and collect data in an overly broad way. The law was set to go into effect on January 1, 2026. The Verge reports: In an order granting a preliminary injunction on the Texas App Store Accountability Act (SB 2420), Judge Robert Pitman wrote that the statute "is akin to a law that would require every bookstore to verify the age of every customer at the door and, for minors, require parental consent before the child or teen could enter and again when they try to purchase a book." Pitman has not yet ruled on the merits of the case, but his decision to grant the preliminary injunction means he believes its defenders are unlikely to prevail in court.

Pitman found that the highest level of scrutiny must be applied to evaluate the law under the First Amendment, which means the state must prove the law is "the least restrictive means of achieving a compelling state interest." The judge found this is not the case and that it wouldn't even survive intermediate scrutiny, because Texas has so far failed to prove that its goals are connected to its methods. Since Texas already has a law requiring age verification for porn sites, Pitman said that "only in the vast minority of applications would SB 2420 have a constitutional application to unprotected speech not addressed by other laws." Though Pitman acknowledged the importance of safeguarding kids online, he added, "the means to achieve that end must be consistent with the First Amendment. However compelling the policy concerns, and however widespread the agreement that the issue must be addressed, the Court remains bound by the rule of law." "The Texas App Store Accountability Act is the first among a series of similar state laws to face a legal challenge, making the ruling especially significant, as Congress considers a version of the statute," notes The Verge. "The laws, versions of which also passed in Utah and Louisiana, aim to impose age verification standards at the app store level, making companies like Apple and Google responsible for transmitting signals about users' ages to app developers to block users from age-inappropriate experiences."

"The state can still appeal the ruling with the Fifth Circuit Court of Appeals, which has a history of reversing blocks on internet regulations."