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An anonymous reader quotes a report from TorrentFreak: Spotify and several major record labels, including UMG, Sony, and Warner, secured a $322 million default judgment against the unknown operators of Anna's Archive. The shadow library failed to appear in court and briefly released millions of tracks that were scraped from Spotify via BitTorrent. In addition to the monetary penalty, a permanent injunction required domain registrars and other parties to suspend the site's domain names. [...] The music labels get the statutory maximum of $150,000 in damages for around 50 works. Spotify adds a DMCA circumvention claim of $2,500 for 120,000 music files, bringing the total to more than $322 million. The plaintiff previously described their damages request as "extremely conservative." The DMCA claim is based only on the 120,000 files, not the full 2.8 million that were released. Had they applied the $2,500 rate to all released files, the damages figure would exceed $7 billion. Anna's Archive did not show up in court, and the operators of the site remain unidentified. The judgment attempts to address this directly, by ordering Anna's Archive to file a compliance report within ten business days, under penalty of perjury, that includes valid contact information for the site and its managing agents. Whether the site will comply with this order is highly uncertain. For now, the monetary judgment is mostly a victory on paper, as recouping money from an unknown entity is impossible. For this reason, the music companies also requested a permanent injunction. In addition to the damages award, [Judge Jed Rakoff] entered a permanent worldwide injunction covering ten Anna's Archive domains: annas-archive.org, .li, .se, .in, .pm, .gl, .ch, .pk, .gd, and .vg. Domain registries and registrars of record, along with hosting and internet service providers, are ordered to permanently disable access to those domains, disable authoritative nameservers, cease hosting services, and preserve evidence that could identify the site's operators. The judgment names specific third parties bound by those obligations, including Public Interest Registry, Cloudflare, Switch Foundation, The Swedish Internet Foundation, Njalla SRL, IQWeb FZ-LLC, Immaterialism Ltd., Hosting Concepts B.V., Tucows Domains Inc., and OwnRegistrar, Inc. Anna's Archive is also ordered to destroy all copies of works scraped from Spotify and to file a compliance report within ten business days, under penalty of perjury, including valid contact information for the site and its managing agents. That last requirement could prove significant, given that the identity of the site's operators remains unknown.

Read more of this story at Slashdot.

Snap is laying off about 1,000 employees, or 16% of its workforce, while closing 300 open roles as it tries to cut costs and push toward profitability with more AI-driven efficiency. "While these changes are necessary to realize Snap's long-term potential, we believe that rapid advancements in artificial intelligence enable our teams to reduce repetitive work, increase velocity, and better support our community, partners, and advertisers," CEO Evan Spiegel wrote in a memo, which was included in the company's 8-K filing (PDF). "We have already witnessed small squads leveraging AI tools to drive meaningful progress across several important initiatives." The Verge reports: The changes are expected to save Snap $500 million by the second half of 2026. Snap had about 5,261 full-time employees as of December 2025, and now joins the growing list of tech companies that have already announced significant layoffs this year, including Meta, Amazon, Oracle, GoPro, and Jack Dorsey's Block. "Last fall, I described Snap as facing a crucible moment, requiring a new way of working that is faster and more efficient, while pivoting towards profitable growth," Spiegel wrote. "Over the past several months, we have carefully reviewed the work required to best serve our community and partners, and made tough choices to prioritize the investments we believe are most likely to create long-term value."

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Allbirds made a surprise announcement this morning: it's pivoting from sustainable shoes to AI compute infrastructure, rebranding as NewBird AI after selling its brand assets and closing its U.S. full-price stores. The move sent shares soaring more than 700%. CNBC reports: The move boosted shares of the miniscule market cap company -- it was valued at about $21 million at Tuesday's close -- by more than 700%. The shares, which were under $3 a day ago, jumped to above $17. [...] The new company, which expects to be called NewBird AI, announced a deal to raise up to $50 million in funding, expected to close in the second quarter of 2026. Allbirds announced a deal with American Exchange Group to sell its intellectual property and other assets for $39 million last month. "The Company will initially seek to acquire high-performance, low-latency AI compute hardware and provide access under long-term lease arrangements, meeting customer demand that spot markets and hyperscalers are unable to reliably service," the company said in the announcement.

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Container security failures rarely come from zero-days. They come from the configuration. Misconfigurations don't trigger alerts. They don456't crash systems. Most of the time, they sit quietly in production until something starts probing from the outside or moving laterally from the inside.

An anonymous reader quotes a report from the Wall Street Journal: Rivian is joining with Redwood Materials to reuse EV batteries for energy storage -- the largest repurposed-battery energy storage system for an automotive manufacturer in the U.S., executives told The Wall Street Journal. Redwood Materials is a battery-recycling firm started by Tesla co-founder JB Straubel. Once completed later this year, Rivian's plant in Normal, Ill., will draw electricity from more than 100 Rivian EV batteries in an area the size of a small parking lot. It will reduce Rivian's dependence on the power grid during peak demand hours. "It saves Rivian money on what it takes to run the plant. It reduces the demand on the grid, which is great," Rivian Chief Executive Officer RJ Scaringe said in an interview. In the Rivian project, the batteries will come from either its test vehicles or from vehicles that have viable batteries but can no longer drive. Those batteries get sent off to Redwood, which integrates them into power storage units. Both companies declined to specify the cost of this project. The setup is expected to initially provide 10 megawatt-hours of energy, equivalent to about 1,000 home-energy battery storage units linked together, Redwood's Straubel said. "These batteries are already built," he said. "We need to integrate them and connect them together, but that can happen quite fast. They don't have to get imported from some other place." [...] Scaringe said that while branching into battery energy storage systems is "not a focus for us as a business right now," Rivian hopes to do more at its sites with Redwood. "There's hopefully a lot more, and there's going to be a lot of batteries we'll have access to," he said.

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A 63-year-old man in Norway appears to be cured of HIV after receiving a stem cell transplant from his brother, who turned out to have a rare mutation that makes immune cells resistant to HIV. "Four years after the transplant, and two years after the man stopped antiretroviral therapy, he still appears to be free of the infection," reports Gizmodo. From the report: According to the report, the man was first diagnosed with myelodysplastic syndrome, a type of cancer that weakens blood cell production from bone marrow, in 2018. Though he seemed to initially respond to treatment, the cancer returned after two years, and doctors decided to perform a stem cell transplant. Because the man also had HIV (diagnosed in 2006), the doctors were hoping to treat both conditions at once, though they knew their chances were low. Most of these cases have involved the use of stem cells taken from people with two copies of a particular mutation in their CCR5 gene, which regulates the CC5R receptor on white blood cells. This mutation, named CCR5-delta 32, makes immune cells naturally resistant to infection from strains of HIV-1 (the most common type of the virus). However, only about 1% of the population carries two copies of the mutation. After initial screening failed to find someone who both possessed the mutation and had compatible bone marrow, the doctors decided to move ahead with the man's brother, who was already known to have compatible bone marrow. But to everyone's surprise, testing on the day of the transplant showed that the brother also had the mutation. Though the man did experience some complications from the procedure, his body successfully started to produce new blood cells with the mutation. The doctors decided to take him off antiretroviral medication two years after the transplant. And in the two years since then, regular follow-up tests have failed to show any signs of the virus in his system. [...] According to AFP, there have only been roughly 10 cases worldwide involving an HIV cure through stem cell transplantation. This is the first to involve a family donor.

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Sony Pictures chief Tom Rothman urged theater owners to cut down the roughly 30 minutes of trailers and ads before movies. "Get off the ad crack," Rothman told the audience at CinemaCon this week. "Get rid of the endless advertising and substantially shorten the long pre-shows." Variety reports: He noted that frequent moviegoers now show up a half hour late to avoid all the spots (something that reserved seating has made easier than ever before). Rothman said that means many people "don't even see the trailers," which results in "enticements gone to waste." Rothman predicted that the 2026 box office, which has already benefitted from hits like "Super Mario Galaxy Movie" and "Project Hail Mary," will rebound in a big way. But he acknowledged that attendance still trails pre-pandemic levels. Rothman has been a vociferous defender of the big screen, pushing studios to embrace longer windows so that movies will stay in cinemas longer. That was a theme that Rothman returned to at CinemaCon, pressing exhibitors to hold strong and agree not to show movies that quickly appear on streaming services or on-demand platforms. "Enforce longer windows," Rothman said. "Yes, even if that means you cannot play every film." In addition to stumping for exhibition, Rothman has practically begged Hollywood to invest in new stories along with all the franchise fare. In a recent New York Times op-ed, for instance, Rothman, the longest-serving studio chief, wrote, "For all the success of films driven by existing intellectual property, originality is essential to movies. Neither movie theaters nor the art form itself can survive without at least some originality. After all, you can't make a sequel to nothing."

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I was a huge fan of Niri already. It's a scrolling tiling window manager. Roughly:

• When I open an app it takes the full height and a pre-configured width on the screen.
• When I open more apps and the screen was already full, it pushes the existing apps off screen.
• It can stack windows in columns to have a more compact view

It means that windows always take the optimal amount of space, and they're very neatly organized. It's extremely pleasant to use and keyboard friendly.

Don't mind the apparent slowness: this was recorded on a 10 year old laptop, opening OBS is enough to make its CPU go brr. When OBS is not running, Niri is buttery smooth.

But now I've learned that Niri supports user-provided GLSL shaders for several animations. Roughly: you can animate how windows appear and disappear (and other events, but let's keep things simple).

Some people out there have created collections of shaders that work wonderfully for Niri:

• https://github.com/liixini/shaders
• https://github.com/XansiVA/nirimation

My personal favorite is the glitchy one.

In a world of uniform UIs, these frivolous, unnecessary and creative ways to interact with users are a breath of fresh air! Those animations are healing my inner 14 year old.

There was a silly little project I’d tried to encourage many folks to attempt last summer. Sri picked it up back in September and after many months, I decided to wrap it up and publish what’s there.

The intention is a simple, 2-sided A4 that folks can print and give out at repair cafes, like the End of 10 event series. Here’s the original issue, if you’d like to look at the initial thought process.

When I hear fairly technical folks talk about Linux in 2026, I still consistently hear things like “I don’t want to use the command line.” The fact that Spotify, Discord, Slack, Zoom, and Steam all run smoothly on Linux is far removed from these folks’ conception of the Linux desktop they might have formed back in 2009. Most people won’t come to Linux because it’s free of shlop and ads — they’re accustomed to choking on that stuff. They’ll come to Linux because they can open a spreadsheet for free, play Slay The Spire 2, or install Slack even though they promised themselves they wouldn’t use their personal computer for work.

The GNOME we all know and love is one we take for granted… and the benefits of which we assume everyone wants. But the efficiency, the privacy, the universality, the hackability, the gorgeous design, and the lack of ads? All these things are the icing on the cake. The cake, like it or not, is installing Discord so you can join the Sunday book club.

Here’s the A4. And here’s a snippet:

 

 

If you try this out at a local repair cafe, I’d love to know which bits work and which don’t. Good luck!

 

A proposed California bill would require 3D printer makers to use state-certified software to detect and block files for gun parts, but advocates at the Electronic Frontier Foundation (EFF) say it would be easy to evade and could lead to widespread surveillance of users' printing activity. The Register reports: The bill in question is AB 2047, the scope of which, on paper, appears strict. The primary goal is clear and simple: to require 3D printer manufacturers to use a state-certified algorithm that checks digital design files for firearm components and blocks print jobs that would produce prohibited parts. [...] Cliff Braun and Rory Mir, who respectively work in policy and tech community engagement at the EFF, claim that the proposals in California are technically infeasible and in practice will lead to consumer surveillance. In a series of blog posts published this month, the pair argued that print-blocking technology -- proposals for which have also surfaced in states including New York and Washington - cannot work for a range of technical reasons. They argued that because 3D printers and other types of computer numerical control (CNC) machines are fairly simple, with much of their brains coming from the computer-aided manufacturing (CAM) software -- or slicer software -- to which they are linked, the bill would establish legal and illegal software. Proprietary software will likely become the de facto option, leaving open source alternatives to rot. "Under these proposed laws, manufacturers of consumer 3D printers must ensure their printers only work with their software, and implement firearm detection algorithms on either the printer itself or in a slicer software," wrote Braun earlier this month. "These algorithms must detect firearm files using a maintained database of existing models. Vendors of printers must then verify that printers are on the allow-list maintained by the state before they can offer them for sale. Owners of printers will be guilty of a crime if they circumvent these intrusive scanning procedures or load alternative software, which they might do because their printer manufacturer ends support." Braun also argued that it would be trivial for anyone who uses 3D printers to make small tweaks to either the visual models of firearms parts, or the machine instructions (G-code) generated from those models, to evade detection. Mir further argued that the bill offers no guardrails to keep this "constantly expanding blacklist" limited to firearm-related designs. In his view, there is a clear risk that this approach will creep into other forms of alleged unlawful activity, such as copyright infringement. [...] Braun and Mir have a list of other arguments against the bill. They say the algorithms are more than likely to lead to false positives, which will prevent good-faith users from using their hardware. Many 3D printer owners also have no interest in printing firearm components. Most simply want the freedom to print trinkets and spare parts while others use them to print various items and sell them as an income stream.

Read more of this story at Slashdot.

alternative_right shares a report from 404 Media: An independent privacy audit of Microsoft, Meta, and Google web traffic in California found that the companies may be violating state regulations and racking up billions in fines. According to the audit from privacy search engine webXray, 55 percent of the sites it checked set ad cookies in a user's browser even if they opted out of tracking. Each company disputed or took issue with the research, with Google saying it was based on a "fundamental misunderstanding" of how its product works. The webXray California Privacy Audit viewed web traffic on more than 7,000 popular websites in California in the month of March and found that most tech companies ignore when a user asks to opt-out of cookie tracking. California has stringent and well defined privacy legislation thanks to its California Consumer Privacy Act (CCPA) which allows users to, among other things, opt out of the sale of their personal information. There's a system called Global Privacy Control (GPC), which includes a browser extension that indicates to a website when a user wants to opt out of tracking. According to the webXray audit, Google failed to let users opt out 87 percent of the time. "Google's failure to honor the GPC opt-out signal is easy to find in network traffic. When a browser using GPC connects to Google's servers it encodes the opt-out signal by sending the code 'sec-gpc: 1.' This means Google should not return cookies," the audit said. "However, when Google's server responds to the network request with the opt-out it explicitly responds with a command to create an advertising cookie named IDE using the 'set-cookie' command. This non-compliance is easy to spot, hiding in plain sight." The audit said that Microsoft fails to opt out users in the same way and has a failure rate of 50 percent in the web traffic webXray viewed. Meta's failure rate was 69 percent and a bit more comprehensive. "Meta instructs publishers to install the following tracking code on their websites. The code contains no check for globally standard opt-out signals -- it loads unconditionally, fires a tracking event, and sets a cookie regardless of the consumer's privacy preferences," the audit said. It showed a copy of Meta's tracking data which contains no GPC check at all.

Read more of this story at Slashdot.

Google is rolling out a Chrome feature called "Skills" that lets users save Gemini prompts as reusable one-click workflows they can run across multiple tabs. The feature also includes preset Skills from Google. It's launching first for Chrome desktop users set to US English. The Verge reports: Once you have access to the feature, it can be managed by typing a forward slash ( / ) in Gemini and clicking the compass icon. AI prompts can be saved as Skills directly from your Gemini chat history on desktop, where they'll then be available to reuse on any other desktop devices that are signed into the same Google account on Chrome. The aim is to spare Chrome users from having to manually retype frequently used Gemini prompts or having to copy and paste them over from a saved list. Some of the Skills made by early testers include commands for calculating the nutritional information of online recipes and creating a side-by-side comparison of product specifications while shopping across multiple tabs, according to Google. The company is also launching a library of preset Skills that you can save and use instead of making your own. These ready-to-use Skills can also be customized to better suit your needs, providing a starting point without requiring you to create your own from scratch.

Read more of this story at Slashdot.

A Chicago concert superfan Aadam Jacobs who has recorded more than 10,000 shows since the 1980s is working with Internet Archive volunteers to digitize the collection before the cassettes deteriorate. "So far, about 2,500 of these tapes have been posted on the Internet Archive, including some rare gems like a Nirvana performance from 1989," reports TechCrunch. From the report: For many of these recordings, Jacobs was using pretty mediocre equipment, but the volunteer audio engineers working with the Internet Archive have made these tapes sound great. One volunteer, Brian Emerick, drives to Jacobs' house once a month to pick up more boxes of tapes -- he has to use anachronistic cassette decks to play the tapes, which get converted into digital files. From there, other volunteers clean up, organize, and label the recordings, even tracking down song names from forgotten punk bands. The archive is available here.

Read more of this story at Slashdot.

UK Prime Minister Keir Starmer said social media platforms should remove addictive infinite-scroll features for young users as Britain considers new child-safety measures. "We're consulting on whether there should be a ban for under 16s," Starmer told BBC Radio. "But I think equally important, the addictive scrolling mechanisms are really problematic to my mind. They need to go." Reuters reports: Britain, like other countries, is considering restricting access to social media for children and it is testing bans, curfews and app time limits to see how they impact sleep, family life and schoolwork. Social media companies had designed algorithms that were intended to encourage addictive behavior, and parents were asking the government to intervene, Starmer said. [...] More than 45,000 people had already responded to its consultation on children's online safety, the UK government said, adding that there was still time to contribute before a deadline of May 26. "We want to hear from mums and dads who are worried about the amount of time their children spend online and what they are viewing," Technology Secretary Liz Kendall said on Monday. "We want to hear from teenagers who know better than anyone what it is like to grow up in the age of social media. And we want to hear from families about their views on curfews, AI chatbots and addictive features."

Read more of this story at Slashdot.

An anonymous reader quotes a report from Bloomberg: Alphabet's Google is facing billions of dollars in potential damage claims as part of mass arbitration tied to the company's online search and advertising technology businesses, which courts have ruled were illegal monopolies. Advertisers are banding together to seek payouts through mass arbitration proceedings. While many companies that displayed ads purchased through Google -- including USA Today Co. and Advance Publications -- have sued for damages since the rulings in 2024, advertiser contracts with the search giant require mandatory arbitration over legal disputes. In arbitration, legal disputes are handled by a mediator, a process that tends to favor companies in individual claims. Mass arbitration -- where 25 or more claims against the same company are pooled together -- have become more common and provide a greater likelihood of settlement awards for claimants. Ashley Keller, a Chicago lawyer whose firm has handled mass arbitrations against DoorDash, Postmates and TurboTax-maker Intuit, said he's already signed up a "significant number" of advertisers to participate in claims against Google. The first of those are expected to be filed this week. "Two federal judges have already adjudicated Google to be a monopolist," Keller said in an interview with Bloomberg. "It seems sensible to seek redress." Keller, who is also representing Texas and other states in a lawsuit against Google for monopolization of advertising technology, estimates potential claims for online search and display ads could reach $218 billion or more, based on calculations from an economist his firm has hired. Similar mass arbitrations have lasted 12 to 24 months between the filing of claims and resolution, he said. "Given the nature of these matters, we cannot estimate a possible loss," Google said in a recent corporate filing. "We believe we have strong arguments against these open claims and will defend ourselves vigorously."

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Researchers at the University of Southern California say they've developed a memristor memory device that continued operating at 700 degrees Celsius. "And crucially, 700 degrees was not the limit, it was simply as hot as their testing equipment could go," adds ScienceAlert. "The device showed no signs of failing." From the report: The device is called a memristor and it's a nanoscale component that can both store information and perform computing operations. Think of it as a tiny sandwich with two electrode layers on the outside and a thin ceramic filling in the middle. The team built theirs from tungsten, the metal with the highest melting point of any element, combined with a ceramic called hafnium oxide, and with a layer of graphene at the bottom. Each material can withstand enormous heat. Together, they turned out to be extraordinary. What makes graphene the key ingredient is the way it interacts with tungsten at the atomic level. In a conventional device, heat causes metal atoms to drift slowly through the ceramic layer until they bridge the two electrodes, short circuiting everything and leaving the device permanently broken. Graphene stops that process dead. Its surface chemistry with tungsten is ... almost like oil and water. Tungsten atoms that drift toward the graphene find they simply cannot take hold, no anchor, no short circuit, no failure. The team used advanced electron microscopy and quantum level computer simulations to understand exactly why, turning a single lucky result into a repeatable principle. The findings have been published in the journal Science.

Read more of this story at Slashdot.

Version:next-20260414 (linux-next) Released:2026-04-14

J. Allen Hynek started as an Air Force consultant brought in to help explain away early UFO reports, but over time he grew frustrated with what he saw as the government's effort to minimize unexplained cases rather than seriously investigate them. Longtime Slashdot reader schwit1 shares an article from Popular Mechanics, in collaboration with Biography.com, that argues Hynek's shift from skeptic to advocate helped shape modern ufology, and that the Air Force's attempts to control the narrative may have deepened the public distrust and conspiracy thinking that followed. From the report: Do you think the U.S. government is hiding, and possibly reverse-engineering, extraterrestrial technology? Think again. Or better yet, don't think about it at all. Nothing to see here. That's the underlying message of a report released in 2024 by the Department of Defense. The 63-page "Report on the Historical Record of U.S. Government Involvement with Unidentified Anomalous Phenomena (UAP) " concludes that the DoD's All-Domain Anomaly Resolution Office (AARO) "found no evidence that any [U.S. Government] investigation, academic-sponsored research, or official review panel has confirmed that any sighting of a UAP represented extraterrestrial technology." The AARO, as The Guardian summarizes, is "a government office established in 2022 to detect and, as necessary, mitigate threats including 'anomalous, unidentified space, airborne, submerged and transmedium objects.'" This report came on the heels of, and in contradiction to, what was arguably the most high-profile hearing on UAPs -- formerly known as unidentified flying objects, or UFOs -- in decades: the August 2023 testimony of "whistleblower" Dave Grusch. [...] The 2024 AARO report stated that during the time Hynek was working with Project Blue Book [the U.S. Air Force's best-known UFO investigation program], "about 75 percent of Americans trusted the [US government] 'to do the right thing almost always or most of the time.'" But, the report noted, since 2007, that number has never risen above 30 percent. "This lack of trust probably has contributed to the belief held by some subset of the U.S. population that the USG has not been truthful regarding knowledge of extraterrestrial craft." Ultimately, the Air Force's efforts to stifle Hynek -- pressuring him to offer the public standard responses to questions he wasn't even allowed to ask -- appears to have backfired. Ironically, the Air Force's attempts to quiet suspicions only fueled them, leading to more conspiracy theories and distrust. People came to believe that the government was hiding the truth, contrary to Hynek's actual revelation: that, in reality, the people at the top may not care much about finding the answers after all.

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It’s been a while since we last shared a major update of Graphs. We’ve had a few minor releases, but the last time we had a substantial feature update was over two years ago.

This does not mean that development has stalled, to the contrary. But we’ve been working hard on some major changes that took some time to get completely right. Now after a long development cycle, we’re finally getting close enough to a release to be able to announce an official beta period. In this blog, I’ll try to summarize most of the changes in this release.

New data types

In previous version of Graphs, all data types are treated equally. This means that an equation is actually just regular data that is generated when loading. Which is fine, but it also means that the span of the equation is limited, the equation cannot be changed afterward, and operations on the equation will not be reflected in the equation name. In Graphs 2.0, we have three distinct data types: Datasets, Generated Datasets and Equations.

Datasets are the regular, imported data that you all know and love. Nothing really has changed here. Generated Datasets are essentially the same as regular datasets, but the difference is that these datasets are generated from an equation. They work the same as regular datasets, but for generated datasets you can change the equation, step size and the limits after creating the item. Finally, the major new addition is the concept of equations. As the name implies, equations are generated based on an equation you enter, but they span an infinite range. Furthermore, operations you perform on equations are done analytically. Meaning if you translate the equation `y = 2x + 3` with 3 in the y-direction, it will change to `y = 2x + 6`. If you perform a derivative, the equation will change to `y = 2x` etcetera. This is a long-requested feature, and has been made possible thanks to the magic of sympy and some trickery on the canvas. Below, there’s a video that demonstrates these three data types.

https://blogs.gnome.org/sstendahl/files/2026/04/Screencast-From-2026-04-14-12-23-56.webm

Revamped Style Editor

We have redesigned the style editor, where we now show a live preview of the edited styles. This has been a pain point in the past, when you edit styles you cannot see how it actually affects the canvas. Now the style editor immediately tells you how it will affect a canvas, making it much easier to change the style exactly to your preferences.

We have also added the ability to import styles. Since Graphs styles are based on matplotlib styles, most features from a matplotlib style generally work. Similarly, you can now export your styles as well making it easier to share your style or simply to send it to a different machine. Finally, the style editor can be opened independently of Graphs. By opening a Graphs style from your file explorer, you can change the style without having to open Graphs.

We also added some new options, such as the ability to style the new error bars. But also the option to draw tick labels (so the values) on all axes that have ticks.

The revamped style editor

Improved data import

We have completely reworked the way data is imported. Under the hood, our modules are completely modular making it possible to add new parsers without having to mess with the code. Thanks to this rework, we have added support for spreadsheets (LibreOffice .ods and Microsoft Office .xlxs) and for sqlite databases files. The UI automatically updates accordingly. For example for spreadsheets, columns are imported by the column name (alphabetical letter) instead of an index, while sqlite imports show the tables present in the database.

The new import dialog

Furthermore, the import dialog has been improved. It is not possible to add multiple files at once, or import multiple datasets from the same file. Settings can be adjusted for each dataset individually. And you can even import just from a single column. We also added the ability to import error-bars on either axes, and added some pop-up buttons that explain certain settings.

Error bars

I mentioned this in the previous paragraph, but as it’s a feature that’s been requested multiple times I thought it’d be good to state this explicitly as well. We now added support for error bars. Error bars can easily be set on the import dialog, and turned on and off for each axis when editing the item.

Reworked Curve fitting

The curve fitting has been reworked completely under the hood. While the changes may not be that obvious as a user, the code has basically been completely replaced. The most important change is that the confidence band is now calculated completely correctly using the delta-method. Previously a naive approach was used where the limits were calculated using the standard deviation each parameter. This does not hold up well in most cases though. The parameter values that are given are also no longer rounded in the new equation names (e.g. 421302 used to be rounded to 421000). More useful error messages are provided when things go wrong, custom equations now have an apply button which improves smoothness when entering new equations, the root mean squared error is added as a second goodness-of-fit measure, you can now check out the residuals of your fit. The residuals can be useful to check if your fit is physically correct. A good fit will show residuals scattered randomly around zero with no visible pattern. A systematic pattern in the residuals, such as a curve or a trend suggests that the chosen model may not be appropriate for the data.

The old version of Graphs with the naive calculation of the confidence band The new version of Graphs with the proper calculation of the confidence band.

UI changes

We’ve tweaked the UI a bit all over the place. But one particular change that is worth to highlight, is that we have moved the item and figure settings to the sidebar. The reason for this, is that the settings are typically used to affect the canvas so you don’t want to lose sight of how your setting affects the canvas while you’re updating. For example, when setting the axes limits, you want to see how your graph looks with the new limit, having a window obstructing the view does not help.

Another nice addition is that you can now simply click on a part of the canvas, such as the limits, and it will immediately bring you to the figure settings with the relevant field highlighted. See video below.

https://blogs.gnome.org/sstendahl/files/2026/04/Screencast-From-2026-04-14-11-30-21.webm

Mobile screen support

With the upcoming release, we finally have full support for mobile devices. See here a quick demonstration on an old OnePlus 6:

https://blogs.gnome.org/sstendahl/files/2026/04/smoll.webm

Figure exporting

One nice addition is the improved figure export. Instead of simply taking the same canvas as you see on the screen, you can now explicitly set a certain resolution. This is vital if you have a lot of figures in the same work, or need to publish your figures in academic journals, and you need consistency both in size and in font sizes. Of course, you can still use the previous setting and have the same size as in the application.

The new export figure dialog

More quality of life changes

The above are just a highlight of some major feature updates. But there’s a large amount of features that we added. Here’s a rapid-fire list of other niceties that we added:

• • Multiple instances of Graphs can now be open at the same time
  • Data can now be imported by drag-and-drop
  • The subtitle finally shows the full file path, even in the isolated Flatpak
  • Custom transformations have gotten more powerful with the addition of new variables to use
  • Graphs now inhibits the session when unsaved data is still open
  • Added support for base-2 logarithmic scaling
  • Warnings are now displayed when trying to open a project from a beta version

And a whole bunch of bug-fixes, under-the-hood changes, and probably some features I have forgotten about. Overall, it’s our biggest update yet by far, and I am excited to finally be able to share the update soon.

As always, thanks to everyone who has been involved in this version. Graphs is not a one-person project. The bulk of the maintenance is done by me and Christoph, the other maintainer. And of course, we should thank the entire community. Both within GNOME projects (such as help from the design team, and the translation team), as well as outsiders that come with feedback, report or plain suggestions.

Getting the beta

This release is still in beta while we are ironing out the final issues. The expected release date is somewhere in the second week of may. In the meantime, feel free to test the beta. We are very happy for any feedback, especially in this period!

You can get the beta directly from flathub. First you need to add the flathub beta remote:

flatpak remote-add --if-not-exists flathub-beta https://flathub.org/beta-repo/flathub-beta.flatpakrepo

Then, you can install the application:
flatpak install flathub-beta se.sjoerd.Graphs

To run the beta version by default, the following command can be used:

sudo flatpak make-current se.sjoerd.Graphs beta

Note that the sudo is neccesary here, as it sets the current branch on the system level. To install this on a per-user basis, the flag –user can be used in the previous commands. To switch back to the stable version simply run the above command replacing beta with stable.

The beta branch on update should get updated somewhat regularly. If you don’t feel like using the flathub-beta remote, or want the latest build. You can also get the release from the GitLab page, and build it in GNOME Builder.

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