[1]Grady Martin writes:

> A security researcher has [2]leaked a complete repository of source code for Anthropic's flagship command-line tool. The file listing was [3]exposed via a Node Package Manager (npm) mapping , with every target publicly accessible on a Cloudflare R2 storage bucket.

There's been a [4]number of [5]discoveries as people continue to [6]pore over [7]the code . The DEV Community outlines some of the leak's most notable architectural elements and the key technical choices:

Architecture Highlights

The Tool System (~40 tools) : Claude Code uses a plugin-like tool architecture. Each capability (file read, bash execution, web fetch, LSP integration) is a discrete, permission-gated tool. The base tool definition alone is 29,000 lines of TypeScript.

The Query Engine (46K lines) : This is the brain of the operation. It handles all LLM API calls, streaming, caching, and orchestration. It's by far the largest single module in the codebase.

Multi-Agent Orchestration : Claude Code can spawn sub-agents (they call them "swarms") to handle complex, parallelizable tasks. Each agent runs in its own context with specific tool permissions.

IDE Bridge System : A bidirectional communication layer connects IDE extensions (VS Code, JetBrains) to the CLI via JWT-authenticated channels. This is how the "Claude in your editor" experience works.

Persistent Memory System : A file-based memory directory where Claude stores context about you, your project, and your preferences across sessions.

Key Technical Decisions Worth Noting

Bun over Node: They chose Bun as the JavaScript runtime, leveraging its dead code elimination for feature flags and its faster startup times.

React for CLI: Using Ink (React for terminals) is bold. It means their terminal UI is component-based with state management, just like a web app.

Zod v4 for validation: Schema validation is everywhere. Every tool input, every API response, every config file.

~50 slash commands: From /commit to /review-pr to memory management -- there's a command system as rich as any IDE.

Lazy-loaded modules: Heavy dependencies like OpenTelemetry and gRPC are lazy-loaded to keep startup fast.



[1] https://slashdot.org/~Grady+Martin

[2] https://x.com/Fried_rice/status/2038894956459290963

[3] https://dev.to/gabrielanhaia/claude-codes-entire-source-code-was-just-leaked-via-npm-source-maps-heres-whats-inside-cjo

[4] https://www.reddit.com/r/ClaudeAI/comments/1s8lkkm/i_dug_through_claude_codes_leaked_source_and/

[5] https://www.reddit.com/r/ClaudeAI/comments/1s8ifm6/claude_code_source_code_has_been_leaked_via_a_map/

[6] https://www.the-ai-corner.com/p/claude-code-source-code-leaked-2026

[7] https://news.ycombinator.com/item?id=47584540

Researchers at the University of Waterloo say a new "quadratic quantum gravity" framework [1]could explain the universe's rapid early expansion without adding extra ingredients to Einstein's theory by hand. The idea is especially notable because it makes testable predictions, including a minimum level of primordial gravitational waves that future experiments may be able to detect. "Even though this model deals with incredibly high energies, it leads to clear predictions that today's experiments can actually look for," said Dr. Niayesh Afshordi, professor of physics and astronomy at the University of Waterloo and Perimeter Institute (PI). "That direct link between quantum gravity and real data is rare and exciting." Phys.org reports:

> The research team found that the Big Bang's rapid early expansion can emerge naturally from this simple, consistent theory of quantum gravity, without adding any extra ingredients. This early burst of expansion, often called inflation, is a central idea in modern cosmology because it explains why the universe looks the way it does today.

>

> Their model also predicts a minimum amount of primordial gravitational waves, which are tiny ripples in spacetime geometry created in the first moments after the Big Bang. These signals may be detectable in upcoming experiments, offering a rare chance to test ideas about the universe's quantum origins.

>

> [...] The team plans to refine their predictions for upcoming experiments to explore how their framework connects to particle physics and other puzzles about the early universe. Their long-term goal is to strengthen the bridge between quantum gravity and observational cosmology.

The research has been [2]published in the journal Physical Review Letters .



[1] https://phys.org/news/2026-03-quadratic-gravity-theory-reshapes-quantum.html

[2] https://journals.aps.org/prl/abstract/10.1103/6gtx-j455

[1]Euro-Office is a new open-source project supported by several European companies that [2]aims to offer a "truly open, transparent and sovereign solution for collaborate document editing ," using OnlyOffice as a starting point. The project is positioned around European digital independence and familiar Office-style editing, though it has already drawn pushback from OnlyOffice over alleged licensing violations. "The company behind OnlyOffice is also based in Russia, and Russia is still heavily sanctioned by most European nations due to the country's ongoing invasion of Ukraine," adds How-To Geek. From the report:

> Euro-Office is a new open-source project supported by Nextcloud, EuroStack, Wiki, Proton, Soverin, Abilian, and other companies based in Europe. The goal is to build an online office suite that can open and edit standard Microsoft Office documents (DOCX, PPTX, XLSX) and the OpenDocument format (ODS, ODT, ODP) used by LibreOffice and OpenOffice. The current design is remarkably close to Microsoft Office and its tabbed toolbars, so there shouldn't be much of a learning curve for anyone used to Word, Excel, or PowerPoint.

>

> Importantly, Euro-Office is only the document editing component. It's designed to be added to cloud storage services, online wikis, project management tools, and other software. For example, you could have some Word documents in your Nextcloud file storage, and clicking them in a browser could open the Euro-Office editor. That way, Nextcloud (or Proton, or anyone else) doesn't have to build its own document editor from scratch.

>

> Euro-Office is based on OnlyOffice, which is open-source under the AGPL license. The project explained that "Contributing is impossible or greatly discouraged" with OnlyOffice's developers, with outside code changes rarely accepted, so a hard fork was required. The company behind OnlyOffice is also based in Russia, and Russia is still heavily sanctioned by most European nations due to the country's ongoing invasion of Ukraine. The project's home page explains, "A lot of users and customers require software that is not potentially influenced or controlled by the Russian government."

As for why OnlyOffice was chosen over LibreOffice, the project simply said: "We believe open source is about collaboration, and we look for opportunities to integrate and collaborate with the LibreOffice community and companies like Collabora."

UPDATE: Slashdot reader [3]Elektroschock shares [4]a statement from OnlyOffice CEO Lev Bannov, expressing his concerns about the Euro-Office inclusion of its software with trademarks removed: "We liked the AGPL v3 license because its 7th clause allows us to ensure that our code retains its original attributes, so that users are able to clearly identify the developers and the brand behind the program..."

Bannov continued: "The core issue here isn't just about what the AGPL license states, but about the additional provisions we, as the authors, have included. This is a critical distinction, even if some may argue otherwise. We firmly assert that the Euro-Office project is currently infringing on our copyright in a deliberate and unacceptable manner."

"As the creators of ONLYOFFICE, we want to make our position unequivocally clear: we do not grant anyone the right to remove our branding or alter our open-source code without proper attribution. This principle is non-negotiable and will never change. We demand that the Euro-Office project either restore our branding and attributions or roll back all forks of our project, refraining from using our code without proper acknowledgment of ONLYOFFICE."



[1] https://github.com/Euro-Office/

[2] https://www.howtogeek.com/this-new-open-source-web-editor-wants-to-replace-google-docs-and-microsoft-office/

[3] https://slashdot.org/~Elektroschock

[4] https://www.onlyoffice.com/blog/2026/03/interview-with-lev-bannov-ceo-at-onlyoffice-on-the-euro-office-situation

Researchers found that common nitrile and latex lab gloves [1]can shed stearate particles that closely resemble microplastics , potentially "increasing the risk of false positives when studying microplastic pollution," reports ScienceDaily.

"We may be overestimating microplastics, but there should be none," said Anne McNeil, senior author of the study and U-M professor of chemistry, macromolecular science and engineering. "There's still a lot out there, and that's the problem." From the report:

> Researchers found that these gloves can unintentionally transfer particles onto lab tools used to analyze air, water, and other environmental samples. The contamination comes from stearates, which are not plastics but can closely resemble them during testing. Because of this, scientists may be detecting particles that are not true microplastics. To reduce this issue, U-M researchers Madeline Clough and Anne McNeil recommend using cleanroom gloves, which release far fewer particles.

>

> Stearates are salt-based, soap-like substances added to disposable gloves to help them separate easily from molds during manufacturing. However, their chemical similarity to certain plastics makes them difficult to distinguish in lab analyses, increasing the risk of false positives when studying microplastic pollution.

"For microplastics researchers who have these impacted datasets, there's still hope to recover them and find a true quantity of microplastics," said researcher and recent doctoral graduate Madeline Clough. "This field is very challenging to work in because there's plastic everywhere," McNeil said. "But that's why we need chemists and people who understand chemical structure to be working in this field."

The findings have been [2]published in the journal Analytical Methods .



[1] https://www.sciencedaily.com/releases/2026/03/260329222938.htm

[2] http://dx.doi.org/10.1039/D5AY01801C

An anonymous reader quotes a report from Reuters:

> The Trump administration on Monday issued a long-awaited proposed rule to [1]open up retirement plans to alternative assets , paving the way for private equity and cryptocurrencies to be added to 401(k) accounts. The measure, [2]announced by the U.S. Department of Labor, is intended to ease longstanding barriers to incorporating these less liquid and less transparent assets into American retirement plans. It follows an [3]executive order from President Donald Trump last summer and could clear the way for alternative asset management firms to tap a large new source of capital.

>

> Industry groups have argued private market investments can enhance long-term returns and diversification for retirement savers, while skeptics warn higher fees, complexity and limited liquidity could limit those gains and pose risks for retail investors. Some private market funds that are already available to wealthier individual investors have shown signs of strain in recent months. Private credit funds known as business development companies have seen a wave of withdrawals. Treasury Secretary Scott Bessent said the proposed rule was "an initial step" and aimed to be "mindful of the importance of protecting retirement assets."

>

> The guidance lays out how plan trustees, who have a legal fiduciary duty to act in the best interest of members, can incorporate these assets. They would have to "objectively, thoroughly, and analytically consider, and make determinations on factors including performance, fees, liquidity, valuation, performance benchmarks, and complexity," the DOL said. Trustees who abide by them will be granted safe harbor that protects them from lawsuits, it added. The Supreme Court agreed earlier this year to hear one such case filed in 2019 by a former Intel employee claiming trustees made "imprudent" decisions by investing in hedge funds and private equity funds.



[1] https://www.reuters.com/world/us/us-department-labor-issues-401k-guidelines-private-assets-2026-03-30/

[2] https://www.dol.gov/newsroom/releases/ebsa/ebsa20260330

[3] https://www.whitehouse.gov/presidential-actions/2025/08/democratizing-access-to-alternative-assets-for-401k-investors/

An anonymous reader quotes a report from New Scientist:

> Andrea Marinoni at the University of Cambridge, UK, and his colleagues saw that the amount of energy needed to run a data centre had been steadily increasing of late and was likely to "explode" in the coming years, so wanted to quantify the impact. The researchers took satellite measurements of land surface temperatures over the past 20 years and cross-referenced them against the geographical coordinates of more than 8400 AI data centers. Recognizing that surface temperature could be affected by other factors, the researchers chose to focus their investigation on data centers located away from densely populated areas.

>

> They discovered that land surface temperatures increased by an average of 2C (3.6F) in the months after an AI data center started operations. In the most extreme cases, [1]the increase in temperature was 9.1C (16.4F). The effect wasn't limited to the immediate surroundings of the data centers: the team found increased temperatures up to 10 kilometers away. Seven kilometers away, there was only a 30 percent reduction in the intensity. "The results we had were quite surprising," says Marinoni. "This could become a huge problem."

>

> Using population data, the researchers estimate that more than 340 million people live within 10 kilometers of data centers, so live in a place that is warmer than it would be if the data centre hadn't been built there. Marinoni says that areas including the Bajio region in Mexico and the Aragon province in Spain saw a 2C (3.6F) temperature increase in the 20 years between 2004 and 2024 that couldn't otherwise be explained.

University of Bristol researcher Chris Preist said the findings may be more complicated than they look. "It would be worth doing follow-up research to understand to what extent it's the heat generated from computation versus the heat generated from the building itself," he says. For example, the building being heated by sunlight may be part of the effect.

The findings of the study, which has not yet been peer-reviewed, can be found [2]on arXiv .



[1] https://www.newscientist.com/article/2521256-ai-data-centres-can-warm-surrounding-areas-by-up-to-9-1c/

[2] https://www.researchgate.net/publication/403073048_The_data_heat_island_effect_quantifying_the_impact_of_AI_data_centers_in_a_warming_world

Microsoft is reportedly [1]shifting Windows 11 app development back toward fully native apps . Rudy Huyn, a Partner Architect at Microsoft working on the Store and File Explorer, said in [2]a post on X that he is building a new team to work on Windows apps. "You don't need prior experience with the platform.. what matters most is strong product thinking and a deep focus on the customer," he wrote. "If you've built great apps on any platform and care about crafting meaningful user experiences, I'd love to hear from you." Huyn later said in a reply on X that the new Windows 11 apps will be "100% native." TechSpot reports:

> The [3]description stands out at a time when many of Microsoft's built-in tools, including Clipchamp and Copilot, rely on web technologies and Progressive Web App architectures. The company's commitment to native performance suggests that some long-standing frustrations around responsiveness, memory use, and interface consistency could finally be addressed.

>

> For Windows developers, Huyn's comments hint at a change in direction. Microsoft's recent development priorities have leaned heavily on web-based approaches, with Progressive Web Apps (PWAs) replacing or supplementing many native programs. [...] Exactly which applications will be rebuilt, or how strictly "100% native" will be enforced, remains unclear. Some current Microsoft apps classified as native still depend on WebView for specific features. But the renewed emphasis already has developers paying attention.



[1] https://www.techspot.com/news/111872-microsoft-plans-100-native-windows-11-apps-major.html

[2] https://x.com/RudyHuyn/status/2037234022200598860?s=20

[3] https://www.windowslatest.com/2026/03/28/microsoft-plans-to-build-100-native-apps-for-windows-11-as-web-apps-ruin-the-os-experience/

An anonymous reader quotes a report from Ars Technica:

> Last year, just before the Fourth of July holiday, the US Space Force officially took ownership of a new operating system for the GPS navigation network, raising hopes that one of the military's most troubled space programs might finally bear fruit. The GPS Next-Generation Operational Control System, or OCX, is designed for command and control of the military's constellation of more than 30 GPS satellites. It consists of software to handle new signals and jam-resistant capabilities of the latest generation of GPS satellites, GPS III, which started launching in 2018. The ground segment also includes two master control stations and upgrades to ground monitoring stations around the world, among other hardware elements.

>

> RTX Corporation, formerly known as Raytheon, won a Pentagon contract in 2010 to develop and deliver the control system. The program was supposed to be complete in 2016 at a cost of $3.7 billion. Today, the official cost for the ground system for the GPS III satellites stands at $7.6 billion. RTX is developing an OCX augmentation projected to cost more than $400 million to support a new series of GPS IIIF satellites set to begin launching next year, bringing the total effort to $8 billion.

>

> Although RTX delivered OCX to the Space Force last July, the ground segment remains nonoperational. Nine months later, the Pentagon [1]may soon call it quits on the program . Thomas Ainsworth, assistant secretary of the Air Force for space acquisition and integration, [2]told Congress last week that OCX is still struggling.

The GAO found the OCX program was undermined by "poor acquisition decisions and a slow recognition of development problems." By 2016, it had blown past cost and schedule targets badly enough to trigger a Pentagon review for possible cancellation.

Officials also pointed to cybersecurity software issues, a "persistently high software development defect rate," the government's lack of software expertise, and Raytheon's "poor systems engineering" practices. Even after the military restructured the program, it kept running into delays and overruns, with Ainsworth telling lawmakers, "It's a very stressing program" and adding, "We are still considering how to ensure we move forward."



[1] https://arstechnica.com/space/2026/03/after-16-years-and-8-billion-the-militarys-new-gps-software-still-doesnt-work/

[2] https://www.airandspaceforces.com/pentagon-eyes-canceling-troubled-gps-ground-system/

Samsung is reportedly [1]planning to roll out AirDrop-style file sharing for older Galaxy phones via a Quick Share update. Early reports suggest the feature is appearing on devices from the Galaxy S22 through the S25, though it is not actually working yet. Android Central reports:

> As spotted by [2]Reddit users (via [3]Tarun Vats on X ), a Quick Share app update is rolling out via the Galaxy Store on older Samsung devices that appears to add support for AirDrop file sharing with Apple devices. Users report seeing the same new "Share with Apple devices" section we first saw on Galaxy S26 devices in the Settings app after updating Quick Share.

>

> The update is reportedly showing up on Galaxy models ranging from the Galaxy S22 to last year's Galaxy S25 series. The catch, however, is that the feature doesn't seem to be working yet. It's appearing on devices running One UI 8 as well as the One UI 8.5 beta, but enabling the toggle doesn't activate the functionality for now.

>

> Users say that turning on the feature doesn't make their device visible to Apple devices, and no Apple devices show up in Quick Share either. It's possible Samsung or Google still needs to enable it server-side, but it does confirm that broader rollout to older Galaxy devices is coming. The feature could arrive fully with the One UI 8.5 update.



[1] https://www.androidcentral.com/phones/samsung-galaxy/airdrop-support-for-older-

[2] https://www.reddit.com/r/GalaxyS25/comments/1s47lj4/quick_share_airdrop_update_for_galaxy_s25/

[3] https://x.com/tarunvats33/status/2037856393399878011

OkCupid and parent company Match Group [1]settled an FTC case dating back to 2014 over allegations that the dating app shared users' photos and other personal data with a third party without proper disclosure or opt-out rights. Engadget reports:

> [2]According to the FTC , OkCupid's privacy policy at the time noted that the company wouldn't share a user's personal information with others, except for some cases including "service providers, business partners, other entities within its family of businesses." However, the lawsuit accused OkCupid of sharing three million photos of its users to Clarifai, which the FTC claims is a "unrelated third party" that didn't fall under the allowed entities. On top of that, the lawsuit alleged that OkCupid didn't inform its users of this data sharing, nor give them a chance to opt out.

>

> Moving forward, the settlement would "permanently prohibit" Match Group, which owns OkCupid, and Humor Rainbow, which operates OkCupid, from misrepresenting what kind of personal information it collects, the purpose for collecting the data and any consumer choices to prevent data collection. Even after the 2014 incident, OkCupid was found with security flaws that could've exposed user account info but, which were quickly patched in 2020.



[1] https://www.engadget.com/cybersecurity/okcupid-settles-ftc-case-on-alleged-misuse-of-its-users-personal-data-175159228.html

[2] https://www.ftc.gov/news-events/news/press-releases/2026/03/ftc-takes-action-against-match-okcupid-deceiving-users-sharing-personal-data-third-party

[1]fjo3 shares a report from France 24:

> Too many lines of code to analyze, armies of AI assistants to wrangle, and lengthy prompts to draft are among the laments by hard-core AI adopters. Consultants at Boston Consulting Group (BCG) have [2]dubbed the phenomenon "AI brain fry ," a state of mental exhaustion stemming "from the excessive use or supervision of artificial intelligence tools, pushed beyond our cognitive limits."

>

> The rise of AI agents that tend to computer tasks on demand has put users in the position of managing smart, fast digital workers rather than having to grind through jobs themselves. "It's a brand-new kind of cognitive load," said Ben Wigler, co-founder of the start-up LoveMind AI. "You have to really babysit these models." [...] "There is a unique kind of reward hacking that can go on when you have productivity at the scale that encourages even later hours," Wigler said.

>

> [Adam Mackintosh, a programmer for a Canadian company] recalled spending 15 consecutive hours fine-tuning around 25,000 lines of code in an application. "At the end, I felt like I couldn't code anymore," he recalled. "I could tell my dopamine was shot because I was irritable and didn't want to answer basic questions about my day."

>

> BCG recommends in a recently published study that company leaders establish clear limits regarding employee use and supervision of AI. However, "That self-care piece is not really an America workplace value," Wigler said. "So, I am very skeptical as to whether or not its going to be healthy or even high quality in the long term."

Notably, the report says everyone interviewed for the article "expressed overall positive views of AI despite the downsides." In fact, a recent BCG study actually found a [3]decline in burnout rates when AI took over repetitive work tasks.



[1] https://slashdot.org/~fjo3

[2] https://www.france24.com/en/live-news/20260330-life-with-ai-causing-human-brain-fry

[3] https://hbr.org/2026/03/when-using-ai-leads-to-brain-fry

An anonymous reader quotes a report from TorrentFreak:

> In an effort to gather material for its LLM training, Meta [1]used BitTorrent to download pirated books from Anna's Archive and other shadow libraries. According to several authors, Meta facilitated the infringement of others by " [2]seeding" these torrents . This week, the court [3]granted the authors permission to add these claims to their complaint , despite openly scolding their counsel for "lame excuses" and "Meta bashing." [...] The judge acknowledged that the contributory infringement claim could and should have been added back in November 2024, when the authors amended their complaint to include the distribution claim. After all, both claims arise from the same factual allegations about Meta's torrenting activity.

>

> "The lawyers for the named plaintiffs have no excuse for neglecting to add a contributory infringement claim based on these allegations back in November 2024," Judge Chhabria wrote. The lawyers of the book authors claimed that the delay was the result of newly produced evidence that had "crystallized" their understanding of Meta's uploading activity. However, that did not impress the judge. He called it a "lame excuse" and "a bunch of doubletalk," noting that if the missing discovery truly prevented the contributory claim from being added in November 2024, the same logic would have prevented the distribution claim from being added at that time as well. "Rather than blaming Meta for producing discovery late, the plaintiffs' lawyers should have been candid with the Court, explaining that they missed an issue in a case of first impression..," the order reads.

>

> Judge Chhabria went further, noting that the authors' law firm, Boies Schiller, showed "an ongoing pattern" of distracting from its own mistakes by attacking Meta. He pointed specifically to the dispute over when Meta disclosed its fair use defense to the distribution claim, which we covered here recently, characterizing it as a false distraction. "The lawyers for the plaintiffs seem so intent on bashing Meta that they are unable to exercise proper judgment about how to represent the interests of their clients and the proposed class members," the order reads. Despite the criticism, Chhabria granted the motion. [...] For now, the case moves forward with a fourth amended complaint, three new loan-out companies added as named plaintiffs, and a growing list of BitTorrent-related claims for Judge Chhabria to resolve.



[1] https://meta.slashdot.org/story/25/01/20/224209/authors-seek-metas-torrent-client-logs-and-seeding-data-in-ai-piracy-probe

[2] https://yro.slashdot.org/story/25/02/21/0051232/meta-claims-torrenting-pirated-books-isnt-illegal-without-proof-of-seeding

[3] https://torrentfreak.com/judge-allows-bittorrent-seeding-claims-against-meta-despite-lawyers-lame-excuses/

Microsoft Copilot is reportedly [1]injecting promotional "tips" into GitHub pull requests , with Neowin claiming more than 1.5 million PRs have been affected by messages advertising integrations like Raycast, Slack, Teams, and various IDEs. From the report:

> [2]According to Melbourne-based software developer Zach Manson , a team member used the AI to fix a simple typo in a pull request. Copilot did the job, but it also took the liberty of editing the PR's description to include this message: "Quickly spin up Copilot coding agent tasks from anywhere on your macOS or Windows machine with Raycast." A [3]quick search of that phrase on GitHub shows that the same promotional text appears in over 11,000 pull requests across thousands of repositories. Even [4]merge requests on GitLab aren't safe from the injection.

>

> So what's happening? Well, Raycast has a [5]Copilot extension that can do things like create pull requests from a natural language command. The ad directly names Raycast, so you might think that Raycast is injecting the promo into the PRs to market its own app. But it is more likely that Microsoft is the one doing the injecting. If you look at the raw markdown of the affected pull requests, there is a hidden HTML comment, "START COPILOT CODING AGENT TIPS" placed right just before the ad tip. This suggests Microsoft is using the comment to insert a "tip" that points back to its own developer ecosystem or partner integrations.

UPDATE: Following backlash from developers, Microsoft has [6]removed Copilot's ability to insert "tips" into pull requests . Tim Rogers, principal product manager for Copilot at GitHub, [7]said the move was intended "to help developers learn new ways to use the agent in their workflow."

"On reflection," Rogers said he has since realized that letting Copilot make changes to PRs written by a human without their knowledge "was the wrong judgement call."



[1] https://www.neowin.net/news/microsoft-copilot-is-now-injecting-ads-into-pull-requests-on-github-gitlab/

[2] https://notes.zachmanson.com/copilot-edited-an-ad-into-my-pr/

[3] http://github.com/search?q=%22Quickly+spin+up+Copilot+coding+agent+tasks+from+anywhere+on+your+macOS+or+Windows+machine+with+Raycast%22&type=pullrequests

[4] http://gitlab.tudelft.nl/thomasvermeule/GeneralAviationAircraftFamilyBenchmark/-/merge_requests/7

[5] https://www.raycast.com/github/github-copilot

[6] https://www.theregister.com/2026/03/30/github_copilot_ads_pull_requests/

[7] https://news.ycombinator.com/item?id=47573233

Their goal is to use biometric data and blockchain to build age-verification measures directly into disposable vape cartridges.

[1] Wired reports on a partnership between vape/cartridge manufacturer Ispire Technology and regulatory consulting company Chemular (which specializes in the nicotine market) — which they've named "Ike Tech":

> [Using blockchain-based security, the e-cig cartridge] would use a camera to scan some form of ID and then also take a video of the user's face. Once it verifies your identity and determines you're old enough to vape, it translates that information into anonymized tokens. That info goes to an identity service like [2]ID.me or Clear . If approved, it bounces back to the app, which then uses a Bluetooth signal to give the vape the OK to turn on.

>

> "Everything is tokenized," [says Ispire CEO Michael Wang]. "As a result of this process, we don't communicate consumer personal private information." He says the process takes about a minute and a half... After that onetime check, the Bluetooth connection on the phone will recognize when the vape cartridge is nearby and keep it unlocked. Move the vape too far away from the phone, and it shuts off again. Based on testing, the companies behind Ike Tech claim this process has a 100 percent success rate in age verification, more or less calling the tech infallible. "The FDA told us it's the holy grail technology they were [3]looking for ," Wang says. "That's word-for-word what they said when we met with them...."

>

> Wang says the goal is to implement additional features in the verification process, like geo-fencing, which would force the vape to shut off while near a school or on an airplane. In the future, the plan is to license this biometric verification tech to other e-cig companies. The tech may also grow to include fingerprint readers and expand to other product categories; Wang suggests guns, which have a long history of age-verification features not quite working.



[1] https://www.wired.com/story/your-vape-wants-to-know-how-old-you-are/

[2] https://www.wired.com/story/a-us-agency-rejected-face-recognition-and-landed-in-big-trouble/

[3] https://www.prnewswire.com/news-releases/ike-tech-welcomes-landmark-fda-recognition-of-device-level-age-verification-in-nicotine-regulation-302714278.html

Apple's 50th anniversary is this week — and Fast Company's Harry McCracken just published [1]an 11,000-word oral history with some fun stories from Apple's earliest days and the long and winding road to its very first home computers:

> Steve Wozniak, cofounder, Apple: I told my dad when I was in high school, "I'm going to own a computer someday." My dad said, "It costs as much as a house." And I sat there at the table — I remember right where we were sitting — and I said, "I'll live in an apartment." I was going to have a computer if it was ever possible. I didn't need a house.

Woz even remembers trying to build a home computer early on with a teenaged Steve Jobs and Bill Fernandez from rejected parts procured from local electronics companies. Woz designed it — "not from anybody else's design or from a manual. And Fernandez was one of those kids that could use a soldering iron."

> Bill Fernandez: The computer was very basic. It was working, and we were starting to talk about how we could hook a teletype up to it. Mrs. Wozniak called a reporter from the San Jose Mercury , and he came over with a photographer. We set up the computer on the floor of Steve Wozniak's bedroom.

>

> Well, the core integrated circuit that ran the power supply that I built was an old reject part. We turned on the computer, and the power supply smoked and burnt out the circuitry. So we didn't get our photos in the paper with an article about the boy geniuses.

But within a few years Jobs and Wozniak both wound up with jobs at local tech companies. Atari cofounder Nolan Bushnell remembers that Steve Jobs "wasn't a good engineer, but he was a great technician. He was pristine in his ability to solder, which was actually important in those days." Meanwhile Allen Baum had shared Wozniak's high school interest in computers, and later got Woz a job working at Hewlett-Packard — where employees were allowed to use stockroom parts for private projects. ("When he needed some parts, even if we didn't have them, I could order them.") Baum helped with the Apple I and II, and joined Apple a decade later.

Wozniak remembers being inspired to build that first Apple I by the local Homebrew Computing Club, people "talking about great things that would happen to society, that we would be able to communicate like we never did [before] and educate in new ways. And being a geek would be important and have value." And once he'd built his first computer, "I wanted these people to help create the revolution. And so I passed out my designs with no copyright notices — public domain, open source, everything. A couple of other people in the club did build it."

But Woz and Jobs had even tried pitching the computer as a Hewlett-Packard product, Woz remembers:

> Steve Wozniak: I showed them what it would cost and how it would work and what it could do with my little demos. They had all the engineering people and the marketing people, and they turned me down. That was the first of five turndowns from Hewlett-Packard. Steve Jobs and I had to go into business on our own.

In the end, Randy Wigginton, Apple employee No. 6 remembers witnessing Jobs, Wozniak, and Ronald Wayne the signing of Apple's founding contract, "which is pretty funny, because I was 15 at the time." And it was Allen Baum's father who gave Wozniak and Jobs the bridge loan to buy the parts they'd need for their first 500 computers.

After all the memories, the article concludes that "Trying to connect every dot between Apple, the tiny, dirt-poor 1970s startup, and Apple, the $3.7 trillion 21st-century global colossus, is impossible."

> But this much is clear: The company has always been at its best when its original quirky humanity and willingness to be an outlier shine through.

>

> Mark Johnson, Apple employee No. 13: I was in Cupertino just yesterday. It's totally different. They own Cupertino now.

>

> Jonathan Rotenberg, who cofounded the Boston Computer Society in 1977 at age 13: People want to hate Apple, because it is big and powerful. But Apple has an underlying moral purpose that is immensely deep and expansive...

>

> Mike Markkula, the early retiree from Intel whose guidance and money turned the garage startup into a company: The culture mattered. People were there for the right reasons — to build something transformative — not just to make money. That alignment produced extraordinary results...

>

> Steve Wozniak: Everything you do in life should have some element of joy in it. Even your work should have an element of joy... When you're about to die, you have certain memories. And for me, it's not going to be Apple going public or Apple being huge and all that. It's really going to be stories from the period when humble people spotted something that was interesting and followed it

>

> I'll be thinking of that when I die, along with a lot of pranks I played. The important things.



[1] https://www.fastcompany.com/91514404/apple-founding-50th-anniversary-apple-1-apple-ii-jobs-wozniak?mvgt=E5Loo3fO74zl

An anonymous reader quotes a report from the BBC:

> [1]Sweeping [2]job cuts [3]at Big Tech companies have become an annual tradition. How executives explain those decisions, however, has changed. Out are buzzwords like efficiency, over-hiring, and too many management layers. Today, all explanations stem from artificial intelligence (AI). In recent weeks, giants including Google, Amazon, Meta, as well as smaller firms such as Pinterest and Atlassian, have all announced or warned of plans to shrink their workforce, pointing to developments in AI that they say are allowing their firms to do more with fewer people. [...] But explaining cuts by pointing to advances in AI [4]sounds better than citing cost pressures or a desire to please shareholders , says tech investor Terrence Rohan, who has had a seat on many company boards. "Pointing to AI makes a better blog post," Rohan says. "Or it at least doesn't make you seem as much the bad guy who just wants to cut people for cost-effectiveness."

>

> That does not mean there is no substance behind the words, Rohan added. Some of the companies he's backing are using code that is 25% to 75% AI-generated. That is a sign of the [5]real threat that AI tools for writing code represent to jobs such as software developer, computer engineer and programmer, posts once considered a near-guarantee of highly paid, stable careers. "Some of it is that the narrative is changing, some of it is that we really are starting to see step changes in productivity," Anne Hoecker, a partner at Bain who leads the consultancy's technology practice, says of the recent job cuts. "Leaders more recently are seeing these tools are good enough that you really can do the same amount of work with fundamentally less people."

>

> There is another way that AI is driving job cuts -- and it has nothing to do with the technical abilities of coding tools and chatbots. Amazon, Meta, Google and Microsoft are collectively planning to pour $650 billion into AI in the coming year. As executives hunt for ways to try to ease investor shock at those costs, many are landing on payroll, typically tech firms' single biggest expense. [...] Although the expense of, for example, 30,000 corporate Amazon employees is dwarfed by that company's AI spending plans, firms of this size will now take any opportunity to cut costs, Rohan says. "They're playing a game of inches," Rohan says of cuts at Big Tech firms. "If you can even slightly tune the machine, that is helpful." Hoecker says cutting jobs also signals to stock market investors worried about the "real and huge" cost of AI development that executives are not blithely writing blank cheques. "It shows some discipline," says Hoecker. "Maybe laying off people isn't going to make much of a dent in that bill, but by creating a little bit of cashflow, it helps."



[1] https://www.reuters.com/business/world-at-work/meta-planning-sweeping-layoffs-ai-costs-mount-2026-03-14/

[2] https://slashdot.org/story/26/03/12/0722207/atlassian-ceo-cites-ai-shift-when-announcing-plan-to-shed-1600-jobs

[3] https://slashdot.org/story/26/02/26/2250206/jack-dorseys-block-cuts-nearly-half-of-its-staff-in-ai-gamble

[4] https://www.bbc.com/news/articles/cde5y2x51y8o

[5] https://developers.slashdot.org/story/26/03/14/2137238/will-ai-bring-the-end-of-computer-programming-as-we-know-it

For the "foreseeable future," Sony says it has [1]stopped accepting new orders for most of its CFexpress and SD memory card lines due to the an [2]ongoing memory supply shortage . "Due to the global shortage of semiconductors (memory) and other factors, it is anticipated that supply will not be able to meet demand for CFexpress memory cards and SD memory cards for the foreseeable future," the company said in [3]a notice . "Therefore, we have decided to temporarily suspend the acceptance of orders from our authorized dealers and from customers at the Sony Store from March 27, 2026 onwards. PetaPixel reports:

> The suspension includes all of Sony's memory card lines, including CFexpress Type A, CFexpress Type B, and SD cards. The 240GB, 480GB, 960GB, and 1920GB capacity Type A cards have been suspended, as have the 480GB and 240GB Type B cards. The full gamut of Sony's high-end SD cards has also been suspended, including the 256GB, 128GB, and 64GB TOUGH-branded cards and the lower-end 512GB, 256GB, 128GB, and 256GB plainly-branded Sony cards, which cap out at V60 speeds. Even Sony's lower-end, V30 128GB and 64GB SD cards have been suspended, showcasing that the SSD shortage affects all types of solid state, not just the high-end ones.

>

> It appears that only the 960GB CFexpress Type B card and the lowest-end SF-UZ series SD cards remain in production. However, those UHS-I SD cards are discontinued in the United States outside of a scant few retailers and resellers. "We sincerely apologize for any inconvenience this may cause our customers," Sony concludes.



[1] https://petapixel.com/2026/03/27/sony-shuts-down-nearly-its-entire-memory-card-business-due-to-ssd-shortage/

[2] https://hardware.slashdot.org/story/25/11/29/0629207/how-bad-will-ram-and-memory-shortages-get

[3] https://www.sony.jp/rec-media/info2/20260327.html

[1]The Wall Street Journal reports that Rivian "just won a yearslong battle with car dealers in Washington state that threatens the model of how cars are sold."

> After fighting to sell its vehicles directly to buyers, Rivian threatened to take its case to voters with a ballot measure to permit direct sales. The dealers blinked. The state's dealer lobby not only dropped its opposition to a sales loophole for Rivian and rival EV-maker Lucid, but also encouraged lawmakers to approve one. The measure became law this month...

>

> New auto entrants like Rivian, and Tesla before it, have spent years contending with long-established U.S. state laws that require new cars to be sold through independent franchised dealers. The auto startups — typically makers of EVs — argue that they can offer a better experience by selling directly to consumers, much as Apple sells iPhones through its own stores and online. Rivian CEO RJ Scaringe has said the company is committed to direct-only sales because it's more profitable and gives the company control over how its vehicles are sold, marketed and maintained. The Washington compromise riled traditional automakers, including General Motors, Ford and Toyota, which lobbied against it, arguing it unfairly advantages startups. A trade group representing the automakers called it discriminatory and argued the exception could one day open the door to Chinese EV makers...

>

> German automaker Volkswagen is currently facing [2]several lawsuits from dealers over its plan to sell new Scout vehicles directly to consumers. Dealers say independent franchises are vital to the car-buying process, creating competition between dealerships that keeps prices affordable for consumers, while providing valuable services such as repairs, warranty work and financing... Yet for Washington's dealers, the prospect of putting franchise laws up for a popular vote laid bare a tough reality: given the choice, many car buyers want the freedom to avoid dealerships. Rivian's polling, which the company shared with lawmakers, showed nearly 70% of respondents favored allowing direct sales when asked whether they would support manufacturers selling cars directly to consumers...

>

> The fight comes at a critical time for Rivian, which is [3]launching a new, more affordable SUV in a bid to make consistent profits amid a downturn in U.S. EV sales... Rivian is able to directly sell cars in roughly half of U.S. states, but a number of them limit how many locations the company can operate. They can't disclose the price, though. For that, customers must go online.

The article notes that "Following the win, Rivian executives are eyeing other states that, like Washington, ban direct sales but also allow ballot initiatives: Arkansas, Ohio, Oklahoma, Montana, Nebraska and South Dakota..." It adds that lawmakers (from both parties) in the state of Washington had said "they have long felt pulled between giving consumers more car-buying freedom and protecting dealers, essentially small-business owners who are vital to local economies — and politically powerful."

But an executive at the Washington State Auto Dealers Association said dealers supported this new law partly because it protects them by barring future automakers from selling directly in the state, and by requiring Rivian and Lucid to adhere to the same regulations that govern how dealers operate.



[1] https://www.msn.com/en-us/autos/general/rivian-made-car-dealers-back-down-in-washington-more-states-may-be-next/ar-AA1ZC9Ot

[2] https://www.wsj.com/business/autos/volkswagen-car-sales-dealership-lawsuit-9566873d

[3] https://www.wsj.com/business/autos/rivian-r2-ev-market-23639470

Yes, this week YouTube and Meta [1]were found negligent in a landmark case about social media addiction.

But "it's [2]still far from certain what this defeat will change ," argues The Verge 's senior tech and policy editor, "and what the collateral damage could be."

> If these decisions survive appeal — which isn't certain — the direct outcome would be multimillion-dollar penalties. Depending on the outcome of [3]several more "bellwether" cases in Los Angeles, a much larger group settlement could be reached down the road... For many activists, the overall goal is to make clear that lawsuits will keep piling up if companies don't change their business practices...

>

> The best-case outcome of all this has been laid out by people like Julie Angwin, [4]who wrote in The New York Times that companies should be pushed to change "toxic" features like infinite scrolling, beauty filters that encourage body dysmorphia, and algorithms that prioritize "shocking and crude" content. The worst-case scenario falls along the lines of a piece from [5]Mike Masnick at Techdirt , who argued the rulings spell disaster for smaller social networks that could be sued for letting users post and see First Amendment-protected speech under a vague standard of harm. He noted that the New Mexico case hinged partly on arguing that Meta had harmed kids by providing end-to-end encryption in private messaging, creating an incentive to discontinue a feature that protects users' privacy — and indeed, [6]Meta discontinued end-to-end encryption on Instagram earlier this month.

>

> Blake Reid, a professor at Colorado Law, is more circumspect. "It's hard right now to forecast what's going to happen," Reid told The Verge in an interview. [7]On Bluesky , he noted that companies will likely look for "cold, calculated" ways to avoid legal liability with the minimum possible disruption, not fundamentally rethink their business models. "There are obviously harms here and it's pretty important that the tort system clocked those harms" in the recent cases, he told The Verge . "It's just that what comes in the wake of them is less clear to me".

The article also includes this prediction from legal blogger/Section 230 export Eric Goldman. "There will be even stronger pushes to restrict or ban children from social media." Goldman argues "This hurts many subpopulations of minors, ranging from LGBTQ teens who will be isolated from communities that can help them navigate their identities to minors on the autism spectrum who can express themselves better online than they can in face-to-face conversations."



[1] https://meta.slashdot.org/story/26/03/25/1745232/meta-and-youtube-found-negligent-in-landmark-social-media-addiction-case

[2] https://www.theverge.com/policy/903006/meta-new-mexico-los-angeles-child-safety-trial-impact

[3] https://www.theverge.com/policy/867830/social-media-trials-product-liability-school-districts

[4] https://www.nytimes.com/2026/03/26/opinion/big-tech-meta-youtube-lawsuit.html?unlocked_article_code=1.WFA.4xNQ.rhJN6Un_4_tJ&smid=nytcore-ios-share

[5] https://www.techdirt.com/2026/03/26/everyone-cheering-the-social-media-addiction-verdicts-against-meta-should-understand-what-theyre-actually-cheering-for/

[6] https://www.theverge.com/tech/894752/instagram-end-to-end-encryption

[7] https://bsky.app/profile/chup.blakereid.org/post/3mhvpcqtdkk2o

"It's time to charge for access," argues [1]a new opinion piece at The Register . Begging billion-dollar companies to fund open source projects just isn't enough, writes long-time tech reporter Steven J. Vaughan-Nichols:

> Screw fair. Screw asking for dimes. You can't live off one-off charity donations... Depending on what people put in a tip jar is no way to fund anything of value... [A]ccording to a [2]2024 Tidelift maintainer report , 60 percent of open source maintainers are unpaid, and 60 percent have quit or considered quitting, largely due to burnout and lack of compensation. Oh, and of those getting paid, only 26 percent earn more than $1,000 a year for their work. They'd be better paid asking "Would you like fries with that?" at your local McDonald's...

>

> Some organizations do support maintainers, for example, there's [3]HeroDevs and its $20 million [4]Open Source Sustainability Fund . Its mission is to pay maintainers of critical, often end-of-life open source components so they can keep shipping patches without burning out. [5]Sentry's Open Source Pledge/Fund has given hundreds of thousands of dollars per year directly to maintainers of the packages Sentry depends on. Sentry is one of the few vendors that systematically maps its dependency tree and then actually cuts checks to the people maintaining that stack, as opposed to just talking about "giving back."

>

> Sentry is on to something. We have the Linux Foundation to manage commercial open source projects, the Apache Foundation to oversee its various open source programs, the Open Source Initiative (OSI) to coordinate open source licenses, and many more for various specific projects. It's time we had an organization with the mission of ensuring that the top programmers and maintainers of valuable open source projects get a cut of the tech billionaire pie.

>

> We must realign how businesses work with open source so that payment is no longer an optional charitable gift but a cost of doing business. To do that, we need an organization to create a viable, supportable path from big business to individual programmer. It's time for someone to step up and make this happen. Businesses, open source software, and maintainers will all be better off for it.

One possible future... Bruce Perens wrote the original Open Source definition in 1997, and now proposes a [6]not-for-profit corporation developing "the Post Open Collection" of software , distributing its licensing fees to developers while providing services like user support, documentation, hardware-based authentication for developers, and even help with government compliance and lobbying.



[1] https://www.theregister.com/2026/03/25/open_source_bill_opinion/

[2] https://www.sonarsource.com/the-2024-tidelift-maintainer-impact-report.pdf

[3] https://www.herodevs.com/

[4] https://www.herodevs.com/sustainability-fund

[5] https://opensourcepledge.com/

[6] https://news.slashdot.org/story/24/12/04/0426220/ask-bruce-perens-your-questions-about-how-he-hopes-to-get-open-source-developers-paid