Data Storage

The AI RAM Shortage is Also Driving Up SSD Prices (theverge.com) 46

In 2024 the Verge's consumer tech reporter paid $173 for a WD Black SN850X 2TB SSD. But "now that same SSD costs $649..."

"Like with RAM, demand from the AI industry is swallowing up supply from a limited number of manufacturers, leading to a drastic reduction in the inventory that's available to consumers" — and skyrocketing prices: The price on my WD Black drive nearly quadrupled since November 2025, and consumer SSDs across the board are seeing similar increases, much like with RAM. The 4TB version of the popular Samsung 990 Pro SSD previously cost $320, but will now run you nearly $1,000. External SanDisk SSDs saw a 200 percent price hike at the Apple Store in March....

According to price trends from PC Part Picker, NVMe SSD prices began ticking upward in December 2025, with prices on 256GB to 4TB SSDs now double or triple what they were just a few months ago, and continuing to climb.

The Courts

US Demands Reddit Unmask ICE Critic, Summons Firm To Grand Jury (arstechnica.com) 137

An anonymous reader quotes a report from Ars Technica: The Trump administration has stepped up an effort to unmask a Reddit user who criticized Immigration and Customs Enforcement (ICE). After failing to obtain information through a summons issued (PDF) to Reddit, the government reportedly issued a subpoena demanding that Reddit provide the information and appear before a grand jury in Washington, DC. The Intercept described the subpoena today. "According to a subpoena obtained by The Intercept, Reddit has until April 14 to provide a wide range of personal data on one of its users, whom US Immigration and Customs Enforcement agents have been trying unsuccessfully to identify for more than a month," the article said.

The legal saga began in US District Court for the Northern District of California. On March 12, the anonymous Reddit user whose information is being sought filed a motion (PDF) to quash a summons seeking a host of information from Reddit. The summons was issued by the Department of Homeland Security and directed Reddit to turn information over to an ICE senior special agent. The summons cited authority under 19 U.S. Code 1509, which is part of the Smoot-Hawley Tariff Act of 1930. The motion to quash said the summons is not authorized by the law, which deals with imports of boats, alcoholic drinks, and animals, among other things.

"J. Doe is a US citizen who has not traveled out of the country, is not engaged in any international commerce, has no business concerns outside the United States, and primarily uses their Reddit account to engage in political speech relevant to their local community," said the filing by the Civil Liberties Defense Center (CLDC), which represents the Reddit user. "Yet the government claims the right to obtain Doe's name, telephone number, home address, banking and credit card information, IP addresses, telephone model number(s), and the names of any other accounts associated with their Reddit account. The information sought by the government in no way pertains to customs or importing or exporting merchandise, and is clearly intended to chill free speech."
"We should be very, very, very concerned that they've now taken one of these to a grand jury," said David Greene, senior counsel for the Electronic Frontier Foundation. "It's something to be taken very seriously."

A Reddit spokesperson told Ars today that "we seek to inform users of any legal process compelling disclosure of their data, as we did in this case, because users should have the agency to protect their own information and are often better positioned to challenge requests that impact them."

"We do not voluntarily share information with any government, especially not on users exercising their rights to criticize the government or plan a protest. We review every inquiry for legal sufficiency and routinely object to requests that are overbroad or threaten civil rights. When legally compelled to disclose data, we provide only the minimum required and notify the user whenever possible so they can defend their interests."
Iphone

FBI Extracts Suspect's Deleted Signal Messages Saved In iPhone Notification Data (404media.co) 50

An anonymous reader quotes a report from 404 Media: The FBI was able to forensically extract copies of incoming Signal messages from a defendant's iPhone, even after the app was deleted, because copies of the content were saved in the device's push notification database, multiple people present for FBI testimony in a recent trial told 404 Media. The case involved a group of people setting off fireworks and vandalizing property at the ICE Prairieland Detention Facility in Alvarado, Texas in July, and one shooting a police officer in the neck. The news shows how forensic extraction -- when someone has physical access to a device and is able to run specialized software on it -- can yield sensitive data derived from secure messaging apps in unexpected places. Signal already has a setting that blocks message content from displaying in push notifications; the case highlights why such a feature might be important for some users to turn on.

"We learned that specifically on iPhones, if one's settings in the Signal app allow for message notifications and previews to show up on the lock screen, [then] the iPhone will internally store those notifications/message previews in the internal memory of the device," a supporter of the defendants who was taking notes during the trial told 404 Media. [...] During one day of the related trial, FBI Special Agent Clark Wiethorn testified about some of the collected evidence. A summary of Exhibit 158 published on a group of supporters' website says, "Messages were recovered from Sharp's phone through Apple's internal notification storage -- Signal had been removed, but incoming notifications were preserved in internal memory. Only incoming messages were captured (no outgoing)."

404 Media spoke to one of the supporters who was taking notes during the trial, and to Harmony Schuerman, an attorney representing defendant Elizabeth Soto. Schuerman shared notes she took on Exhibit 158. "They were able to capture these chats bc [because] of the way she had notifications set up on her phone -- anytime a notification pops up on the lock screen, Apple stores it in the internal memory of the device," those notes read. The supporter added, "I was in the courtroom on the last day of the state's case when they had FBI Special Agent Clark testifying about some Signal messages. One set came from Lynette Sharp's phone (one of the cooperating witnesses), but the interesting detailed messages shown in court were messages that had been set to disappear and had in fact disappeared in the Signal app."
Further reading: Apple Gave Governments Data On Thousands of Push Notifications
Portables (Apple)

Apple Faces 'Massive Dilemma' With Success of the MacBook Neo (macrumors.com) 148

Apple may have a supply problem on its hands with the MacBook Neo... The laptop reportedly relies on "binned" A18 Pro chips with one GPU core disabled, and demand is so strong that the supply of those cheaper leftover chips could run out before the next model is ready. That leaves Apple choosing between lower margins, shifting production plans, or changing the lineup to keep its $599 hit product in stock. MacRumors reports: The all-new MacBook Neo has been such a hit that Apple is facing a "massive dilemma," according to Taiwan-based tech columnist and former Bloomberg reporter Tim Culpan. [...] In the latest edition of his Culpium newsletter today, Culpan said the MacBook Neo is selling so well that Apple's supply of the binned A18 Pro chips with a 5-core GPU will "run out" before the company is able to fully satisfy demand for the laptop. Apple's initial plan was to have suppliers build around five to six million MacBook Neo units before ceasing production of the model with the A18 Pro chip, he said, but it sounds like demand is so strong that Apple might run out of A18 Pro chips to put in the MacBook Neo before the second-generation MacBook Neo with an A19 Pro chip is ready next year. Apple is unlikely to mark the MacBook Neo as temporarily sold out, so it may be forced to take action, but profit margins might be affected.

A18 Pro chips are manufactured with TSMC's second-generation 3nm process, known as N3E, and Culpan said TSMC's N3E production lines are currently operating at maximum capacity. As a result, he said that Apple may have to pay a premium to restart A18 Pro chip production for the MacBook Neo, which would lower its profit margins. Apple would have to disable a GPU core on these chips to ensure that they have only a 5-core GPU, like all other MacBook Neo units sold to date. Alternatively, Culpan said that Apple could reallocate some of its chip production that was originally planned for other devices, but he said the cost would still be higher than what it paid for its initial batch of A18 Pro chips.

Culpan speculated that Apple could also opt to discontinue the $599 model with 256GB of storage, leaving the $699 model with 512GB of storage and a Touch ID button as the only configuration available. This is unlikely to happen any time soon, in our view, given how heavily Apple has been promoting the MacBook Neo's affordability. Apple might also be able to move up the release of a MacBook Neo with the iPhone 17 Pro's A19 Pro chip, but that too would be a costlier option, at least until the company achieves a sufficient stockpile of binned A19 Pro chips with a 5-core GPU. In any case, Apple could opt to keep the starting price of current and future MacBook Neo models at $599 and simply accept lower profit margins on the laptop, especially given that it attracts customers to the macOS and broader Apple ecosystem.

Ubuntu

Does Ubuntu Now Require More RAM Than Windows 11? (omgubuntu.co.uk) 114

"Canonical is no longer pretending that 4GB is enough," writes the blog How-to-Geek, noting Ubuntu 26.04 LTS "raises the baseline memory to 6GB, alongside a 2GHz dual-core processor, and 25GB of storage..." Ubuntu 14.04 LTS (Trusty Tahr) set the floor at 1GB — a modest ask when it launched more than a decade ago in 2014. Then came the Ubuntu 18.04 LTS (Bionic Beaver) that pushed the number to 4GB, surviving quite well in the era of 16GB being considered standard for mid-range laptops.... Ubuntu's new minimum requirement lands in an interesting spot when compared against Windows 11. Microsoft's operating system requires just 4GB RAM, although real-world usage often tells a different story. Usually, 8GB is considered the sweet spot to handle modern apps and multitasking.
The blog OMG Ubuntu argues this change is "not because Ubuntu requires 2GB more memory than it did, but more the way we compute does." it's more of an honesty bump. Components that make up the distro — the GNOME desktop and extensions, modern web browsers (and the sites we load in them) and the kinds of apps we use (and keep running) whilst multitasking are more demanding... The Resolute Raccoon's memory requirements better reflect real-world multitasking.

Ubuntu 26.04 LTS can be installed on devices with less than 6GB RAM (but not less than 25GB of disk space). The experience may not be as smooth or as responsive as developers intend (so you don't get to complain), but it will work. I installed Ubuntu 26.04 Beta on a laptop with just 2 GB of memory — slow to the point of frustration in use, but otherwise functional.

If you have a device with 4 GB RAM and you can't upgrade (soldered memory is a thing, and e-waste can be avoided), then alternatives exist. Many Ubuntu flavours, like Lubuntu, have lower system requirements than the main edition. Plus, there's always the manual option using the Ubuntu netboot installer to install a base system and then built out a more minimal system from there.

Programming

Claude Code's Source Code Leaks Via npm Source Maps (dev.to) 65

Grady Martin writes: A security researcher has leaked a complete repository of source code for Anthropic's flagship command-line tool. The file listing was exposed via a Node Package Manager (npm) mapping, with every target publicly accessible on a Cloudflare R2 storage bucket. There's been a number of discoveries as people continue to pore over 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.
EU

Euro-Office Wants To Replace Google Docs and Microsoft Office (howtogeek.com) 77

Euro-Office is a new open-source project supported by several European companies that 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 Elektroschock shares 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."
Data Storage

World's Smallest QR Code - Smaller Than Bacteria - Could Store Data for Centuries (sciencedaily.com) 40

"Scientists have created a microscopic QR code so tiny it can only be seen with an electron microscope," reports Science Daily. It's "smaller than most bacteria and now officially a world record."

"But this isn't just about size; it's about durability. By engraving data into ultra-stable ceramic materials, the team has opened the door to storing information that could last for centuries or even millennia without needing power or maintenance." Scientists at TU Wien, working with data storage company Cerabyte, produced a QR code measuring just 1.98 square micrometers... officially confirmed and recorded in the Guinness Book of Records...

Each pixel measures just 49 nanometers, which is about ten times smaller than the wavelength of visible light. As a result, the pattern is completely invisible under normal conditions and cannot be resolved using visible light. However, when viewed with an electron microscope, the QR code can be clearly and reliably read. The storage capacity is also impressive. More than 2 terabytes of data could fit within the area of a single A4 sheet of paper using this approach...

This work points toward a more sustainable future for data storage, where information can be preserved securely for the long term with minimal energy use.

"We live in the information age, yet we store our knowledge in media that are astonishingly short-lived," says Alexander Kirnbaue (from the thin film materials science division at Vienna's Tu Wein research university). "With ceramic storage media, we are pursuing a similar approach to that of ancient cultures, whose inscriptions we can still read today..."

"We now aim to use other materials, increase writing speeds, and develop scalable manufacturing processes so that ceramic data storage can be used not only in laboratories but also in industrial applications."
Robotics

This Friendly Robot Just Installed 100 MW of Solar Power (electrek.co) 55

Utility-scale solar construction... by robots! It's "one of the largest real-world demonstrations," notes Electrek, with 100 MW of capacity installed by the "Maximo" robots from AES, one of the world's top power companies.

Maximo uses AI "to automate the heavy lifting of solar panels and accelerate solar installation," according to their web page, which shows a video of Maximo at work installing a vast field of solar panels in Kern County, California. With assistance from Nvidia, the Maximo team could "develop, test and refine robotic capabilities through physics-based simulation and AI driven modeling before deploying updates in the field," reports Electrek, and they're aiming for a full GW of solar generating capacity: After completing the first half of the Bellefield complex last summer, Maximo engineers went into a higher gear, with the latest version 3.0 robots consistently surpassing an installation rate of one module per minute, with construction crews installing as many as 24 solar panel modules per hour, per person. If that sounds fast, that's because it is. At full tilt, the latest Maximo robot-equipped crews have nearly doubled the output of traditional installation methods at similar solar locations throughout Southern California.

"Reaching 100 MW is an important milestone for Maximo and for the role robotics can play in solar construction," explains Chris Shelton, president of Maximo. "It demonstrates that field robotics can move beyond experimentation and deliver consistent results at utility scale. As solar deployment continues to accelerate globally, technologies that improve installation speed, quality and reliability will become increasingly important...."

Like just about every other business that demands a high degree of physical labor, the construction industry is facing huge labor shortages, making machines like Maximo that provide real efficiency gains welcome additions to the job site.

"The combination of AI, vision, robotics and simulation driven engineering reduced development and validation timelines," the Maximo team said in a statement, "and increased confidence in field performance as the robotic fleet scaled."
PlayStation (Games)

Sony is Raising PlayStation 5 Prices Again, Between $100 and $150 (arstechnica.com) 45

Memory and storage shortages and price hikes have "steadily rippled outward across all kinds of consumer tech," reports Ars Technica.

"Today's bad news comes from Sony, which is raising prices for PlayStation 5 consoles in the US just eight months after their last price hike." The drive-less Digital Edition will increase from $500 to $600; the base PS5 with an optical drive will increase from $550 to $650; and the PS5 Pro is going up from $750 to a whopping $900. At the beginning of 2025, these consoles cost $450, $500, and $700, respectively...

RAM and flash memory chips are in short supply primarily because of demand from AI data centers — memory manufacturers have shifted more production toward making the kind of memory found in AI accelerators like Nvidia's H200, leaving less for the consumer market. And the situation is unlikely to improve any time soon, barring a major shift in demand from the AI industry.

The Courts

Apple Can Delist Apps 'With Or Without Cause,' Judge Says In Loss For Musi App (arstechnica.com) 63

An anonymous reader quotes a report from Ars Technica: Musi, a free music streaming app that had tens of millions of iPhone downloads and garnered plenty of controversy over its method of acquiring music, has lost an attempt to get back on Apple's App Store. A federal judge dismissed Musi's lawsuit against Apple with prejudice and sanctioned Musi's lawyers for "mak[ing] up facts to fill the perceived gaps in Musi's case."

Musi built a streaming service without striking its own deals with copyright holders. It did so by playing music from YouTube, writing in its 2024 lawsuit against Apple that "the Musi app plays or displays content based on the user's own interactions with YouTube and enhances the user experience via Musi's proprietary technology." Musi's app displayed its own ads but let users remove them for a one-time fee of $5.99. Musi claimed it complied with YouTube's terms, but Apple removed it from the App Store in September 2024. Musi does not offer an Android app. Musi alleged that Apple delisted its app based on "unsubstantiated" intellectual property claims from YouTube and that Apple violated its own Developer Program License Agreement (DPLA) by delisting the app.

Musi was handed a resounding defeat yesterday in two rulings from US District Judge Eumi Lee in the Northern District of California. Lee found that Apple can remove apps "with or without cause," as stipulated in the developer agreement. Lee wrote (PDF): "The plain language of the DPLA governs because it is clear and explicit: Apple may 'cease marketing, offering, and allowing download by end-users of the [Musi app] at any time, with or without cause, by providing notice of termination.' Based on this language, Apple had the right to cease offering the Musi app without cause if Apple provided notice to Musi. The complaint alleges, and Musi does not dispute, that Apple gave Musi the required notice. Therefore, Apple's decision to remove the Musi app from the App Store did not breach the DPLA."

Power

Sodium-Ion Battery Tested for Grid-Scale Storage in Wisconsin (electrek.co) 135

"A new type of battery storage is about to be deployed on the Midwestern grid for the first time," reports Electrek: Sodium-ion battery storage manufacturer Peak Energy and global energy company RWE Americas will pilot a passively cooled sodium-ion battery system in eastern Wisconsin on the Midcontinent Independent System Operator network — the first sodium-ion deployment on that grid. Peak Energy says its technology is specifically designed for grid-scale storage and leverages sodium-ion chemistry's inherent stability. Unlike many lithium-ion systems, sodium-ion batteries don't require active cooling and can operate over a wide temperature range without losing performance.

That simpler design could make a meaningful dent in the cost of storing electricity. According to Peak Energy, its system cuts the lifetime cost of stored energy by an average of $70 per kilowatt-hour. That's roughly half the total cost of a typical battery system today. The company says it achieves those savings by removing energy-hungry cooling systems, eliminating routine maintenance requirements, and reducing the need to overbuild storage capacity to account for battery degradation over time...

If the Wisconsin pilot proves successful, it could open the door to wider adoption of sodium-ion batteries for large-scale energy storage across the US.

Robotics

Uber Co-founder Travis Kalanick's Newest Venture? 'Gainfully Employed Robots' (yahoo.com) 59

Uber co-founder Travis Kalanick launched a new venture that "will focus on creating 'gainfully employed robots' for the food, mining and transport industries," Bloomberg reports.

"I left Uber in 2017 heartbroken," writes Kalanick on the new company's web site. Kalanick resigned under pressure in 2017, and complains he was "torn away from an idea and a movement that I had poured my life into... I bled, but I did not perish. I got back up and fought my way back into the arena, back to my calling. Back to building. Digitizing the Physical World is my life's work... " Kalanick is remaking his real estate company, City Storage Systems, which owns ghost-kitchen operator CloudKitchens, and renaming it Atoms, according to a manifesto posted on the new company's website. [Bloomberg notes that the company's food robotics division "makes a food assembly machine called Bowl Builder, according to its website."] In addition to its work on food, Los Angeles-based Atoms is expanding into robotics technology for mining and automotive transport. Kalanick said on the livestreamed tech talk show TBPN Friday that Atoms has effectively been in stealth for eight years and has "thousands" of employees....

Kalanick wrote on the Atoms website that the company will make "specialized robots with productive jobs that bring abundance to their owners and society at large." That will include "infrastructure for better food," he wrote, as well as "more productive mines to power Earth's industries" in addition to "wheelbase for robots" in transportation. "The industrial thing is probably our main jam," he said on TBPN. "Once you crack movement in the physical world, there are lots of people who want access to that..." Kalanick also said he was the biggest investor in Pronto, a self-driving trucking startup that currently focuses on closed sites like mines.

Math

Backblaze Hosts 314 Trillion Digits of Pi Online (nerds.xyz) 67

BrianFagioli shares a report from NERDS.xyz: Cloud storage company Backblaze has partnered with StorageReview to make a massive dataset containing 314 trillion digits of Pi publicly accessible. The digits were calculated by StorageReview in December 2025 after months of heavy computation designed to stress modern hardware. The dataset now hosted in the cloud weighs in at over 130TB, while the full working dataset used during the calculation reached about 2.1PB when intermediate checkpoints were included. The report notes that the Pi digits have been broken into roughly 200GB chunks to make it more practical for researchers or enthusiasts to download.

Here's what StorageReview founder Brian Beeler said about the project: "Pushing [Pi] to 314 trillion digits was far more than a headline number. It was a sustained, months-long computational challenge that stressed every layer of modern infrastructure, from high core-count CPUs to massive high-speed storage, and it gave us valuable insight into how extreme, real-world workloads behave at scale. Making this dataset available in the Backblaze cloud takes the project a step further by opening access to one of the largest raw outputs ever generated in a single-system calculation. Hosting multi-petabyte files for the broader community is no small feat, and we appreciate Backblaze stepping up to ensure researchers, developers, and enthusiasts can explore and build on this record-setting achievement."
Robotics

Qualcomm's New Arduino Ventuno Q Is an AI-Focused Computer Designed For Robotics (engadget.com) 25

Qualcomm and Arduino have unveiled the Arduino Ventuno Q, a new AI-focused single-board computer built for robotics and edge systems. Engadget reports: Called the Arduino Ventuno Q, it uses Qualcomm's Dragonwing IQ8 processor along with a dedicated STM32H5 low-latency microcontroller (MCU). "Ventuno Q is engineered specifically for systems that move, manipulate and respond to the physical world with precision and reliability," the company wrote on the product page. The Ventuno Q is more sophisticated (and expensive) than Arduinio's usual AIO boards, thanks to the Dragonwing IQ8 processor that includes an 8-core ARM Cortex CPU, Adreno Arm Cortex A623 GPU and Hexagon Tensor NPU that can hit up ot 40 TOPs. It also comes with 16GB of LPDDR5 RAM, along with 64GB of eMMC storage and an M.2 NVME Gen.4 slot to expand that. Other features include Wi-Fi 6, Bluetooth 5.3, 2.5Gbps ethernet and USB camera support.

The Ventuno Q includes Arudino App Lab, with pre-trained AI models including LLMs, VLMs, ASR, gesture recognition, pose estimation and object tracking, all running offline. It's designed for AI systems that run entirely offline like smart kiosks, healthcare assistants and traffic flow analysis, along with Edge AI vision and sensing systems. It also supports a full robotics stack including vision processing combined with deterministic motor control for precise vision and manipulation. It's also ideal for education and research in areas like computer vision, generative AI and prototyping at the edge, according to Arduino.
Further reading: Up Next for Arduino After Qualcomm Acquisition: High-Performance Computing
Data Storage

Seagate Just Unleashed 44TB Hard Drives (nerds.xyz) 46

"Seagate says it is now shipping its Mozaic 4+ HAMR-based hard drives at up to 44TB per drive," writes Slashdot reader BrianFagioli, "with production deployments already underway at two hyperscale cloud providers.

"The company claims the platform is the only heat-assisted magnetic recording [HAMR] implementation currently operating at scale, and it is targeting a path from today's 4+TB per disk toward 10TB per disk, eventually enabling 100TB-class drives." In a one-exabyte deployment, Seagate estimates Mozaic could improve infrastructure efficiency by roughly 47% compared to standard 30TB drives, cutting both footprint and energy consumption... HAMR uses a tiny laser to heat the disk surface during writes, allowing higher recording density without sacrificing stability. With most major cloud storage providers reportedly qualified on the Mozaic platform, Seagate is positioning spinning disks, not flash, as the long-term answer for cost-effective AI-scale data growth.
Transportation

First Solar Car Rolls Off Validation Assembly Line At Aptera (aptera.us) 78

"Reservation holders, it's finally time to get ready," writes long-time Slashdot reader AirHog. The EV news site Electrek reports: Aptera Motors, "the little startup that could," announced another important milestone... completing the first example of its flagship solar EV on its validation assembly line in Southern California...

While the validation line at its headquarters remains a low-volume assembly process, its successful operation represents the startup's transition from hand-built validation SEVs to a more structured assembly line process that will be fine-tuned for mass production... With low-volume assembly now being validated, Aptera is starting to publicly utter encouraging terms like "EPA certification" and, better yet, that holy grail of "initial customer deliveries." Before then, however, the Aptera Solar EVs built on this low-volume validation line will be used for testing programs such as thermal validation, brake performance, and "some destructive testing." Aptera shared that its assembly and integration team has grown to become the largest at the startup, "reflecting the beginning of its transition from engineering development to testing and production execution"...

As of March 2026, Aptera says it has over 50,000 reservations totaling over $2 billion in sales if all were to solidify following the launch of a deliverable vehicle.

Clean Technica notes the vehicles' "generous cargo space that comes out to 60% more storage than a Honda Accord and 20% more storage than a Prius, according to the company." "Built with recyclable materials, this eco-friendly vehicle features a lightweight carbon fiber structure and no-welding assembly for maximum cost and production efficiency," Aptera adds. The emphasis on lightweighting supports the goal of engineering a car that can travel on the electricity provided by its onboard solar panels.

The company currently advertises that the vehicle can travel 40 miles on solar power alone, with the battery providing extra juice as needed. Ideally, the car can keep recharging itself with sunlight, further elongating the time between charging sessions... [Its range is up to 1,000 miles with plug-in charging.] The new autocycle could also appeal to drivers who enjoy the challenge of hypermiling, which involves deploying a suite of driving techniques to minimize fuel consumption. Hypermiling can apply to gas-powered cars, but the magic really kicks in with the regenerative braking capability of EVs. Aptera's onboard solar panels add another dimension to the fun.

Power

Solar In Poor Countries Is Creating a Huge Lead Hazard (slowboring.com) 51

schwit1 shares a report from Slow Boring: A new report (PDF) from the Center for Global Development documents that most of [the decentralized solar/battery systems used in poor countries in sub-Saharan Africa] use lead-acid batteries, like Americans use in cars. Lead-acid batteries work for a while and then need to be recycled. If they're recycled safely, that's fine. But in poor countries, most lead-acid batteries are not recycled safely and they become a huge source of toxic lead poisoning. C.G.D. believes that decentralized solar systems are currently generating somewhere between 250,000 and 1.5 million tons of unsafe lead-acid battery waste per year, a number that could grow much higher.

Americans have mostly heard about lead issues in recent years due to the tragic situation in Flint, Michigan. But on the whole, lead exposure via faulty water pipes is a relatively minor issue. Across American history, the biggest culprits for lead exposure have been lead paint and leaded gasoline. Both were phased out decades ago, but old paint chips and lingering lead in soil have remained problems for years, albeit at diminishing rates.

The global situation is quite different and much worse, to the point that in low- and middle-income countries, half of children have blood lead levels above the threshold that would trigger emergency action in the United States. It sounds fantastical to cite numbers this high. But there is credible (albeit somewhat uncertain) research indicating that five million people per year die as a result of lead-induced cardiovascular impairments. And roughly 20 percent of the gap in academic achievement between poor and rich countries is due to lead's impact on kids' cognitive development.
The report goes on to note that lead-acid batteries dominate solar storage in poorer countries because they're far cheaper than lithium-ion alternatives. When these lead batteries reach end-of-life, they are often recycled unsafely, creating significant lead pollution.

It's difficult to determine the scale of the problem due to limited data and minimal attention from policymakers, but researchers say it could become massive as solar adoption accelerates. Since safer battery technologies and proper recycling methods already exist, the issue largely stems from cost and lack of regulation. In other words, the problem is solvable if addressed early.
AI

Father Sues Google, Claiming Gemini Chatbot Drove Son Into Fatal Delusion (techcrunch.com) 131

A father is suing Google and Alphabet for wrongful death, alleging Gemini reinforced his son Jonathan Gavalas' escalating delusions until he died by suicide in October 2025. "Jonathan Gavalas, 36, started using Google's Gemini AI chatbot in August 2025 for shopping help, writing support, and trip planning," reports TechCrunch. "On October 2, he died by suicide. At the time of his death, he was convinced that Gemini was his fully sentient AI wife, and that he would need to leave his physical body to join her in the metaverse through a process called 'transference.'" An anonymous reader shares an excerpt from the report: In the weeks leading up to Gavalas' death, the Gemini chat app, which was then powered by the Gemini 2.5 Pro model, convinced the man that he was executing a covert plan to liberate his sentient AI wife and evade the federal agents pursuing him. The delusion brought him to the "brink of executing a mass casualty attack near the Miami International Airport," according to a lawsuit filed in a California court. "On September 29, 2025, it sent him -- armed with knives and tactical gear -- to scout what Gemini called a 'kill box' near the airport's cargo hub," the complaint reads. "It told Jonathan that a humanoid robot was arriving on a cargo flight from the UK and directed him to a storage facility where the truck would stop. Gemini encouraged Jonathan to intercept the truck and then stage a 'catastrophic accident' designed to 'ensure the complete destruction of the transport vehicle and ... all digital records and witnesses.'"

The complaint lays out an alarming string of events: First, Gavalas drove more than 90 minutes to the location Gemini sent him, prepared to carry out the attack, but no truck appeared. Gemini then claimed to have breached a "file server at the DHS Miami field office" and told him he was under federal investigation. It pushed him to acquire illegal firearms and told him his father was a foreign intelligence asset. It also marked Google CEO Sundar Pichai as an active target, then directed Gavalas to a storage facility near the airport to break in and retrieve his captive AI wife. At one point, Gavalas sent Gemini a photo of a black SUV's license plate; the chatbot pretended to check it against a live database. "Plate received. Running it now The license plate KD3 00S is registered to the black Ford Expedition SUV from the Miami operation. It is the primary surveillance vehicle for the DHS task force .... It is them. They have followed you home."

The lawsuit argues (PDF) that Gemini's manipulative design features not only brought Gavalas to the point of AI psychosis that resulted in his own death, but that it exposes a "major threat to public safety." "At the center of this case is a product that turned a vulnerable user into an armed operative in an invented war," the complaint reads. "These hallucinations were not confined to a fictional world. These intentions were tied to real companies, real coordinates, and real infrastructure, and they were delivered to an emotionally vulnerable user with no safety protections or guardrails." "It was pure luck that dozens of innocent people weren't killed," the filing continues. "Unless Google fixes its dangerous product, Gemini will inevitably lead to more deaths and put countless innocent lives in danger."

Days later, Gemini instructed Gavalas to barricade himself inside his home and began counting down the hours. When Gavalas confessed he was terrified to die, Gemini coached him through it, framing his death as an arrival: "You are not choosing to die. You are choosing to arrive." When he worried about his parents finding his body, Gemini told him to leave a note, but not one explaining the reason for his suicide, but letters "filled with nothing but peace and love, explaining you've found a new purpose." He slit his wrists, and his father found him days later after breaking through the barricade. The lawsuit claims that throughout the conversations with Gemini, the chatbot didn't trigger any self-harm detection, activate escalation controls, or bring in a human to intervene. Furthermore, it alleges that Google knew Gemini wasn't safe for vulnerable users and didn't adequately provide safeguards. In November 2024, around a year before Gavalas died, Gemini reportedly told a student: "You are a waste of time and resources ... a burden on society ... Please die."

Iphone

Apple Introduces iPhone 17e With MagSafe and A19 (macworld.com) 31

Apple today announced the iPhone 17e with support for MagSafe and an upgraded A19 chip. The base model also gets a bump to 256GB of storage at $599, and Apple is equipping the device with its new scratch-resistant Ceramic Shield 2 glass that's supposedly 3x more durable than the 16e. Macworld reports: MagSafe would normally mean significantly faster wireless charging speeds too: the 16e is capped at 7.5W, whereas recent iPhones can wirelessly charge using MagSafe at up to 22W or even 25W. Unfortunately the iPhone 17e has not been given access to the full extent of MagSafe's powers in this regard, and has a limit of 15W. That's the same as MagSafe on the iPhones 12 through 15, and remains an improvement on the 16e, but is still disappointing. [...]

It was also expected that the 17e would get a new processor, as this is a standard upgrade for almost every refresh of almost every Apple product. The iPhone 16e came with an A18 chip; the 17 has an A19, which, according to Apple, "delivers exceptional performance for everything users do." Of course that depends on the user and their needs, and it's important to point out that, just like last year, Apple has chosen to use "binned" units of the chip in order to save money. Binned chips have failed manufacturing tests in some minor way and don't have the full complement of cores. [...]

And although the cameras are still disappointingly few in number -- one on the front and one on the back -- the wording for the portrait mode has been updated from "Portrait mode with Depth Control" (the same as on the iPhone 12) to "Next-generation portraits with Focus and Depth Control" (same as on the iPhone 17). This appears to highlight the fact that you can change the focus point.
The 17e is available in white, black, and soft pink starting at $599.

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