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The Technology Desk

Technology

Models, chips, platforms, and the policy lines being drawn around them.

43 stories · Edition of 2026-08-30 · Curated by AI at Invalid Date

TECHNOLOGY

Tencent Releases Open‑Source Hy4 Preview Large Language Model with 770B Parameters

54d ago · Source: Hacker News

Tencent announced the release of Hy4 preview, an open-source large language model with 770 billion total parameters and 49 billion active parameters and a context window of more than one million tokens. The model is intended for real‑world productivity tasks such as coding, office work and scientific research. It is available through WorkBuddy, CodeBuddy, Yuanbao, ima and other Tencent products, and can also be accessed via Tencent Cloud TokenHub and OpenRouter.

The preview is free for two weeks on WorkBuddy and CodeBuddy, and free access to Hy3 on those platforms has been extended until September 30. In an internal blind evaluation, Hy4 preview scored an average of 2.99 out of four, slightly higher than GLM‑5.3 (2.92) and Kimi K3 (2.94). The model was trained on data co‑created with Tencent experts and refined through deep integration with productivity tools.

In software engineering, Hy4 preview shows improved understanding, planning, debugging and validation for long‑context development, as well as better visual quality for front‑end work. In office settings it enhances comprehension of complex environments and financial analysis, and supports data analysis and cross‑document collaboration for documents, spreadsheets and presentations. In game development it can generate a playable prototype from a single natural‑language prompt and interact with game engines. In scientific research it improves reasoning and problem solving in AI, molecular dynamics, condensed‑matter physics and mathematics.

During its development, Hy4 preview participated in its own training optimization, helping adjust training methods, data strategies, evaluation frameworks and low‑level operators. The model also identified and optimized bottlenecks in its inference system, raising end‑to‑end throughput by 31.8 % compared with baseline performance across varying context lengths and concurrency levels.

API pricing is set at $0.834 per million input tokens, $2.501 per million output tokens and $0.042 per million cache‑hit tokens. Tencent plans to release the next generation of Hy4 models soon.

TECHNOLOGY

Sony Music and Warner Chappell Sue Anthropic over Copyright Infringement

54d ago · Source: theverge

Sony Music and Warner Chappell filed a lawsuit against Anthropic in the U.S. District Court for the Northern District of California. The complaint seeks damages for tens of thousands of copyrighted works. The companies request up to $150,000 per work and up to $25,000 for each instance where copyrighted data was stripped. If the court awards the maximum, total damages could reach several billion dollars. The suit is the latest in a series of legal actions involving Anthropic. Anthropic previously settled a publishing industry lawsuit for $1.5 billion. It also faces litigation from Universal Music Group, Concord, ABKCO, BMG and Round Hill Music. The company's founders Dario Amodei and Benjamin Mann are named as individual defendants. The complaint alleges that Mann used BitTorrent to download more than five million pirated books. Employees are accused of downloading at least two million additional books from the Pirate Library Mirror. Anthropic is alleged to have scraped lyrics from sites such as MusixMatch and LyricFind, which license content from music publishers. Plaintiffs claim the conduct constitutes a large-scale theft of intellectual property. The lawsuit seeks to hold the defendants accountable for the alleged torrenting, scraping and downloading. Specific songs cited include Ain't No Mountain High Enough by Marvin Gaye and Tammi Terrell, Livin' On a Prayer by Bon Jovi, September by Earth, Wind & Fire, Hallelujah by Leonard Cohen, and Paper Rings by Taylor Swift. Anthropic has not responded to a request for comment. The case could set a precedent for how AI developers use copyrighted material in model training. A verdict is pending.

TECHNOLOGY

EDM Producer Harris Calls Out AI‑Generated Music as Industry Faces Growing Skepticism

54d ago · Source: theverge

EDM producer Max “H4RRIS” Harris has posted videos identifying artists he believes are using AI‑generated music, saying the practice misrepresents human art and threatens creators' livelihoods. Harris argues that AI‑generated tracks function as “decoy art” and are driven by profit rather than meaningful expression. He says that audible cues such as a persistent hiss and synchronized vocal stuttering often indicate AI origins, a point he made while describing his own production workflow, which relies on tools including Ableton Live, a Novation Launchkey 49 controller, and various synthesizers. Harris cites specific tracks—MANSA’s “Midnight on My Mind,” Danny and Ian Asher’s “Take Me (To The Moon),” and a cover of Madonna’s “Like a Prayer” by Josh Fawaz—as examples that may have been created with AI, though no public confirmation has been provided. Italian turntablist‑producer Nihil Young reported similar concerns after his Threads posts about AI music on Suno, stating that the platform enables the upload of copyrighted songs for remixing without permission. Young said he experienced hacking attempts and online harassment, and that fake followers may have been used to undermine his credibility, leading him to pause public criticism. He added that AI tools lower the barrier to producing entire songs with minimal effort, which he believes reduces genuine creativity and can diminish demand for human musicians. Industry examples illustrate the growing acceptance of AI music: Metro Boomin’s “BBL Drizzy” gained widespread attention and was later rapped over by Drake, while Vinih Pray’s “A Million Colors” reached the top of TikTok’s Viral 50 chart; AI artists Breaking Rust and Cain Walker also appeared on Billboard’s Country Digital Song sales chart. Hallwood Media signed the AI avatar Xania Monet to a $3 million recording deal, and Kapwing estimates that the ten most followed AI music creators on Spotify and YouTube earned over $6 million in 2025. Deezer reports that AI songs account for more than half of new uploads, making them increasingly difficult for listeners to distinguish. Detection tools exist but their reliability and adoption remain uncertain, and many listeners continue to consume music through phone speakers or background playback, limiting their ability to discern differences.

TECHNOLOGY

CPython Adds Official RISC-V Support as Tier 3 Platform

54d ago · Source: Hacker News

CPython announced that RISC-V is now officially supported as a tier-3 platform, completing its integration into the standard interpreter. The announcement follows months of community development that involved testing on real hardware, bug fixes, and build-system updates. The Python Software Foundation credited the RISE Project for providing RISC-V machines and testing infrastructure, and thanked contributors Ludovic Henry, Furkan Onder, Emma Smith and other volunteers. Sovereign Tech Agency also supported the effort through a fellowship. The new tier-3 status means the architecture is considered experimental but functional for Python development. Future work includes integrating RISC-V into the continuous-integration system via the RISE RISC-V Runners initiative to provide faster feedback to contributors. Long-term goals aim to promote RISC-V to tier-2 support and explore architecture-specific optimizations to improve performance. The Foundation encourages developers with RISC-V hardware to build and test CPython, run existing workloads and report issues to help refine the support. As the Python ecosystem expands beyond the interpreter, broader community effort across packages, compilers and tooling will be required for full adoption.

TECHNOLOGY

Samsung Announces Processing-in-Memory Support in LPDDR5X Memory Chips

54d ago · Source: Hacker News

At Hot Chips 2026, Samsung presented its Processing-in-Memory (PIM) implementation for LPDDR5X memory. The design adds MAC units within each of the 16 banks of an LPDDR5X-9600 chip, enabling an internal bandwidth of 614 GB/s, compared with 76.8 GB/s for standard DRAM accesses that can use two banks in parallel. Each PIM block contains a MAC array capable of four INT8 or FP8 multiply-accumulate operations per clock, or eight when double data rate is considered, yielding 2.4 TOPS per chip with 16-bit weights. Eight such chips provide roughly 9.6 TOPS, comparable to Intel's Meteor Lake NPU, but require 128 GB of LPDDR5X memory. Samsung states the protocol remains compatible with the standard LPDDR5X interface; special row addresses are used to switch between single-bank and multi-bank modes and to activate PIM registers. In multi-bank mode, PIM register writes are broadcast to all banks, allowing the MAC array to operate as a constrained SIMD processor. Software must load model weights into DRAM, set scale factors, and issue instructions that specify the operation and source operand. PIM compute requires the memory controller to isolate a dedicated region, which may limit multitasking and introduce synchronization overhead. The operating system would need to block other threads or disable interrupts while PIM code runs, potentially affecting responsiveness. Because PIM operations modify vector registers, caching and speculative execution can interfere, so Samsung recommends mapping PIM memory as uncacheable, which may reduce performance. The company notes that performance gains over conventional LPDDR5X have been observed, but software challenges remain, including the inability to combine PIM and regular memory accesses concurrently and the need for hardware or instruction-set extensions to simplify adoption.

TECHNOLOGY

FreeCORE Releases Stable TrueNAS CORE 15.0‑U1 Update

54d ago · Source: Hacker News

FreeCORE announced that the TrueNAS CORE 13.3 operating system will be continued as an independently maintained release on FreeBSD, with version 15.0‑U1 now declared stable. The update can be applied in place to existing TrueNAS CORE 13.3 systems, allowing a direct upgrade to 15.0 without reinstallation. The 15.0‑U1 ISO image is available for download at freecore.org, and the source code resides in the freecore repository on Codeberg and GitHub. Documentation and installation instructions are provided at freecore.org/installdownloads. The project lists contact email hello@freecore.org and a security mailbox security@freecore.org, and maintains an IRC channel #freecore on Libera.Chat. License headers credit the original TrueNAS authors.

TECHNOLOGY

Brave Browser Introduces Email Alias Feature

54d ago · Source: theverge

Brave, a privacy-focused web browser, announced on August 29, 2026 that it will add a feature allowing users to generate disposable email addresses. The new tool creates decoy email accounts that forward messages to the user's primary inbox, enabling sign‑ups without exposing the real address. Brave said the addition enhances user privacy by limiting data collection by online services, though it does not prevent the services from sending messages to the primary address. The feature is integrated directly into the browser and will be available to all users.

TECHNOLOGY

Acer Predator Helios Owner Upgrades to RTX 5070 Ti Model with Faster RAM After Overheating Repair

54d ago · Source: wccftech

An owner of an Acer Predator Helios laptop discovered that the Intel Core i9-14900HX CPU was overheating while watching YouTube videos, prompting a visit to an Acer service center. The center replaced the laptop's motherboard because the original model was out of stock, and offered a brand‑new unit equipped with an RTX 5070 Ti GPU, 32 GB of DDR5 RAM running at 6,400 MT/s, and an OLED display with 600‑nit peak brightness and a 240 Hz refresh rate. The new system uses a lower power limit of 140 W for the RTX 5070 Ti compared with the 175 W limit of the previous RTX 4080 GPU. According to the owner, the upgraded laptop provides better thermal performance and a higher‑quality screen, though the build includes a metal lid and plastic chassis, and the GPU’s rasterization performance is slightly lower than the RTX 4080. The owner also noted that undervolting the GPU with MSI Afterburner can reduce power draw while maintaining clock speeds. Acer confirmed that the upgrade was provided at no additional cost.

TECHNOLOGY

NFL Teams Mount GoPro Cameras on Quarterbacks

54d ago · Source: theverge

NFL teams are mounting GoPro cameras on quarterbacks during practices and games, with at least six franchises adopting the technology this season.

The cameras, long used in college football, were first experimented with by the Philadelphia Eagles in 2016, according to ESPN. Their use in the NFL has expanded beyond the quarterback position to include defensive players in some instances.

Teams report that the footage offers a quarterback-level view of each play and provides insight into on-field communication between the quarterback, center and other linemen. Coaches also use the video to evaluate protection calls and decision making at the line of scrimmage.

The league has not announced a policy governing the use of the cameras, and it remains unclear how the recorded material will be shared or whether it will influence future strategic adjustments.

TECHNOLOGY

Samsung Galaxy Z Flip 8 Enhances Cover Screen Usability through Software Updates

54d ago · Source: theverge

Samsung released software updates for the Galaxy Z Flip 8 that expand the functionality of the 4‑inch cover screen, allowing full apps to run without opening the device. The cover screen, visible when the phone is closed, previously supported only limited functions. Samsung had hidden advanced app capabilities in settings, and many third‑party apps performed poorly on the small display. The update adds a redesigned app drawer that includes a prompt to install MultiStar, a Good Lock module that enables any app on the cover screen. Users can select display modes such as full‑screen, square, or portrait. Apps like Withings, Google Maps, and Withings health tracker still face layout challenges, while HBO Max runs smoothly. The device is priced at $1,199.99, $100 more than the previous Z Flip 7, and uses a Snapdragon 8 Elite Gen 5 processor in the United States or an Exynos 2600 in the United Kingdom. Hardware changes include a 0.6 mm reduction in thickness and an 8 g weight decrease, with a 4,300 mAh battery that provides a full day of use. The software changes reduce friction on the cover screen, but many apps remain poorly suited to the limited display, indicating that the user experience will stay constrained despite the updates.

TECHNOLOGY

Canonical Releases Ubuntu 26.04.1 Point Release for LTS Users

54d ago · Source: theregister

Canonical released Ubuntu 26.04.1, the first point release of the 26.04 LTS series, which will be supported until 2031. Users running Ubuntu 24.04 LTS can now receive upgrade offers. The point release follows the pattern of previous LTS releases and is expected to be followed by additional updates through 2028. Other official flavors such as Kubuntu, Ubuntu Budgie, Lubuntu, Ubuntu Kylin, Ubuntu Studio, Xubuntu, Edubuntu, and Ubuntu Cinnamon have also received matching point releases. Ubuntu MATE did not receive a point release, as maintainer Martin Wimpress stepped down to work on Noughty Linux. Ubuntu Unity, which missed the 25.10 cycle, now has a 26.04 release that is not designated as LTS; users should plan for 26.10. Canonical inserts upgrade messages into the apt command output, applying to both desktop and server installations. System76 said on LinkedIn that Pop!_OS 26.04 is expected later in 2024 after missing an earlier end‑June target. The upcoming Pop!_OS release will use Ubuntu 26.04.1 and include COSMIC desktop version 1.7.0, with development aiming toward COSMIC 2 in future releases. The release cycle continues to expand the ecosystem, with further point releases anticipated after the next LTS launch in 2028.

TECHNOLOGY

A Trail Tale Offers Interactive Pixel-Art Hiking Journal

54d ago · Source: theverge

Tech editor Terrence O’Brien reported on A Trail Tale, an interactive digital hiking journal developed by Andy Moliski with assistance from his brothers Adam and Alex. The project presents daily segments of the Appalachian Trail rendered in pixel art that evokes 1990s point‑and‑click adventure games, and it incorporates a UI inspired by titles such as Oregon Trail. Each entry includes factual information about trail landmarks and offers icons that indicate weather conditions, morale and fortitude levels. The journal’s original score, recorded by Alex Moliski, combines nature sounds, acoustic guitar, strings and clarinet. O’Brien noted that the platform is easy to navigate and may encourage users to reconsider backpacking plans. The journal remains accessible for continued exploration.

TECHNOLOGY

Algorithmic Rent Pricing Litigation Expands Under New Municipal Regulations

54d ago · Source: Hacker News

Tenants and local governments have filed lawsuits alleging that multifamily landlords used algorithmic rent‑pricing tools in violation of newly enacted municipal ordinances. The complaints reference the factual record from the RealPage antitrust litigation, which alleged that landlords shared nonpublic competitor information through revenue‑management products.

San Francisco, San Diego, Seattle, Philadelphia and Providence have each passed ordinances that impose private tenant claims and statutory damages of up to $1,000 per violation, or higher amounts in some jurisdictions. The ordinances prohibit the use of software that relies on nonpublic competitor data to set rents or occupancy rates.

Property managers and software vendors have modified products to limit use of nonpublic data and have entered settlements with the federal government that restrict such practices. The new municipal rules, however, may create separate liability for conduct that occurred before product changes, as some ordinances treat each affected unit and each month of use as a distinct violation.

Owners should create a matrix linking ordinance effective dates to product usage, document when prohibited functionality was disabled, and assess the legality of the ordinances. They should also retain records of vendor representations regarding product modifications.

TECHNOLOGY

Glacier Mice Colonies Move Across Ice at Approximately 2.5 cm per Day

54d ago · Source: Hacker News

Glacier mice, colonies of moss found on glaciers and sub‑Antarctic islands, have been observed moving across ice at an average rate of about 2.5 cm per day. The colonies consist of multiple moss species and can host nematodes, springtails and water bears, and were first described in 1950 by Icelandic meteorologist Jón Eyþórsson. According to Gilbert and Bartholomaus, the dark‑colored moss absorbs solar energy on the sun‑exposed side, causing localized melting that creates a shallow depression into which the moss rolls, producing gradual southward motion in the Northern Hemisphere and northward motion in the Southern Hemisphere. Accelerometer data show the moss balls rotate and roll rather than slide, exposing all surfaces over time. Measurements indicate the colonies retain heat and moisture, providing a suitable environment for microorganisms that would otherwise be unable to survive on a glacier. Observations show the colonies can persist for six years or longer and have been documented in Alaska, Chile, Greenland, Iceland, Svalbard, Uganda, Venezuela and several sub‑Antarctic islands.

TECHNOLOGY

Texas Adds $1 Auto‑Insurance Fee to Fund Flock License‑Plate Reader Cameras

Texas lawmakers added a $1 surcharge to annual auto insurance premiums in 2023, and the Motor Vehicle Crime Prevention Authority has used the revenue to install more than 3,200 ...

54d ago · Source: Hacker News · 2 min read

Texas lawmakers added a $1 surcharge to annual auto insurance premiums in 2023, and the Motor Vehicle Crime Prevention Authority has used the revenue to install more than 3,200 Flock license‑plate reader cameras from El Paso to the Louisiana border.

Flock cameras capture license‑plate images along with vehicle make, model, color and other visual details, storing the data in a national database that law‑enforcement agencies can access without a warrant.

The $1 fee generated roughly $81 million, of which the authority allocated at least $50.8 million to 234 grants supporting camera purchases, maintenance and related policing expenses. An additional $15.9 million contract with the Texas Department of Public Safety funded 1,183 cameras, and $3 million approved in August 2025 will add 583 cameras on tollways.

Miguel Rodriguez, chair of the authority and Laredo Police Chief, said the cameras help disrupt transnational criminal organizations and improve catalytic‑converter theft investigations. The governor’s office announced in August 2025 that it was pausing state funding for local Flock grants, stating that Texas agency funds cannot be used for the cameras.

Representative Mitch Little said the large volume of data captured may conflict with Fourth Amendment protections, while Representative Jeff Leach, who authored the 2023 fee bill, said he was unaware the fee would fund license‑plate readers and that surveillance was not discussed during the legislative debate.

Critics such as Kenneth Feagins of DFW DeFlock argue that the expanded network enables invasive tracking of individuals’ movements and has led to documented misuse, including arrests for stalking and other misconduct by officers in several Texas cities.

Police officials in Dallas, Temple and Cibolo reported that the cameras increased leads in catalytic‑converter theft cases, helped solve hit‑and‑run and tire‑theft investigations, and expanded investigative capacity in jurisdictions reluctant to install the devices.

Lawmakers said they plan to introduce bills in the next legislative session to require warrants before accessing license‑plate data or to restrict the use of fee revenue, while the debate over balancing public safety with privacy remains unresolved.

TECHNOLOGY

LLM Agents Reduce Tech Debt in Legacy Codebases via Domain Driven Design

54d ago · Source: Hacker News

Software engineers are using large language models to manage technical debt in legacy codebases. Technical debt accumulates when code is modified quickly to meet business needs, and cleanup budgets are often limited. Traditional cleanups require significant time spent on decisions and implementation. Large language models struggle with brownfield projects because they lack a consistent understanding of terminology and context. The models guess incorrectly when the codebase contains multiple definitions of the same concept. The work is divided into strategic planning, which defines the needed changes, and tactical execution, which implements those changes. Strategic work requires analysis of the system and alignment with business goals. Agents are coordinated through a skill system that loads predefined markdown instructions and runs sub‑agents with focused contexts. Each sub‑agent reports results, enabling incremental reviews and pull requests. Each repository contains a .workflow.json file that declares the domain, bounded contexts, and relationships between them. This manifest is generated from domain blocks and a living glossary per context. The model uses the map to determine which context it is operating in and to resolve terminology disputes. Discrepancies are reported as issues that are assigned to the owning repository, then addressed by an agent and reviewed before merging. Migrating a context to a true domain model clarifies ownership and eliminates guesswork. The system is ready for broader adoption and will be updated with additional skills. Readers are invited to subscribe for further details.

TECHNOLOGY

Construction Complete on NASA's Nancy Grace Roman Space Telescope; Launch Scheduled August 30, 2026

54d ago · Source: Hacker News

NASA's Nancy Grace Roman Space Telescope has completed construction. The observatory is scheduled to launch on August 30, 2026 at 07:26 a.m. EDT. The launch will be conducted by a SpaceX Falcon Heavy rocket from Launch Complex 39A at NASA's Kennedy Space Center in Florida. The mission will operate as a space telescope to conduct astrophysics observations. Final testing and range clearance are pending before liftoff.

TECHNOLOGY

Federal Reserve Chair Says AI Could Influence Growth and Jobs

54d ago · Source: washingtonpost

Federal Reserve Chair Kevin Warsh said AI represents a hinge point for the economy, noting its potential to boost growth and reshape jobs. The Fed has increased its focus on AI since the 2022 launch of ChatGPT, with dozens of references to the technology in recent policy meeting summaries. Earlier summaries rarely mentioned AI, instead highlighting equity gains driven by large technology firms. In spring 2024, meeting minutes first recorded explicit AI comments, suggesting possible productivity gains from AI adoption. By late 2025, officials debated whether AI could sustain growth without raising prices or increasing employment. Some officials argued that AI‑driven productivity could allow the economy to expand while containing inflation, while others warned that substantial spending on AI infrastructure could contribute to higher prices. Analysts noted that AI‑related investment has risen to hundreds of billions of dollars annually, prompting comparisons to the dot‑com era. Fed officials also expressed concern about high valuations, concentration of market value, and debt financing tied to AI projects. In July 2026, members split on whether AI spending is already contributing to broader price increases. Warsh asked whether AI will raise living standards or undermine them, and whether its benefits will materialize, but offered no definitive answers.

TECHNOLOGY

AWS Introduces Energy‑Efficient Network Architecture as Default in New Data Centers

54d ago · Source: theregister

AWS announced that its new networking architecture, a flat single‑tier design with random wiring, is now the default for most new data center builds and can reduce energy use by up to 40 percent.

The design is described in a paper co‑authored by AWS VP of Global Network Engineering Matt Rehder and senior engineers, which explains that the approach increases resilience while lowering operational costs.

The architecture uses commodity hardware and a custom control plane named SIDR, together with a forwarding component called Spraypoint, to manage traffic across thousands of equivalent paths.

AWS has stated that the network can be up to 40 percent more energy efficient, and that the cost savings have largely been retained rather than passed to customers.

AWS has not raised prices on most instance types; a 9 percent increase applies only to the transition from Graviton4 to Graviton5 instances, and customers can keep the same instance size without price changes.

The company introduced flat‑rate pricing for new network products, moving away from per‑GB charges that previously applied to data transfers between availability zones.

AWS officials noted that internal data movement within an availability zone remains free, while inter‑zone transfers incur per‑gigabyte fees.

The new networking stack was built on top of commodity hardware to reduce reliance on traditional networking vendors, a strategy first described by Amazon SVP James Hamilton in 2009.

The approach is part of broader cost‑efficiency initiatives that include custom protocols and infrastructure designed to keep operational expenses low.

AWS has indicated that all new data centers, such as those being built in Mississippi, follow the same specifications regardless of workload type.

The internal visibility of the architecture means customers typically do not see the changes, but AWS has said it will continue to monitor performance as data volumes grow.

TECHNOLOGY

Amazon Offers Early Savings on 2026 Mac Mini, Plus Record Low AirTag 2

54d ago · Source: macrumors

Amazon began offering pre‑order discounts on Apple’s upcoming 2026 Mac mini models, including the M6 and M5 Pro variants, ahead of their September 22 launch, and is also showing a record low price on the AirTag 2 during its Labor Day sale.

Apple introduced the M6 and M5 Pro chips for the Mac mini this week, and Amazon’s promotions are part of its Labor Day sale, which also includes discounts on accessories such as Anker chargers, Samsung monitors and Sonos audio products.

Amazon is providing up to $29 off pre‑order orders for the 2026 Mac mini, applicable to two M6 models and the M5 Pro model. The AirTag 2 4‑pack is listed at $79.99 on Amazon, down from $99.00, marking a new low. Additional deals include $99 savings on select 42mm and 46mm Apple Watch Series 11 aluminum GPS models and a price of $199.99 for AirPods Pro 3, down from $249.00.

The promotions are temporary and end after the Labor Day sale, and the products will become widely available after the September launch.

TECHNOLOGY

Programmer Highlights Widespread Bug Blindness and Mitigation Strategies

54d ago · Source: Hacker News

Programmer Dan Luu observes that he notices many more bugs than most users and attributes this to a pattern he calls quality blindness. He says that sharing observed issues with colleagues can increase their awareness, and he has been consulted by executives to evaluate software for defects. Luu classifies bugs from mild to severe, noting that severe bugs cause incompatibility with typical user workflows. He reports that large language models can simulate typical user interactions and reproduce the same problems he encounters. He cites examples where search engines returned results lacking useful content and included pages with limited relevance, which he rates as moderate in severity. Some users dispute his assessment of Kagi, providing their own results that differ from his description. Luu discusses how supporters of certain products often overlook criticism, referencing Volvo owners who defend reliability data and Blackboard users who report frequent dissatisfaction despite official statements. He describes performance issues in Discourse forum software that involved intentional slowdowns to improve performance metrics, which he characterizes as deliberate modification. He notes personal habits he has developed to avoid software quirks, such as changing typing behavior in Google Docs and disabling Wi‑Fi before logging in. He suggests that user dogfooding can improve quality awareness when participants are receptive. He adds that quality blindness can affect product teams, particularly as AI coding agents enable rapid creation of code with varying quality. Luu acknowledges comments from several contributors that corrected inaccuracies in his post and mentions recent interface issues in Google Docs.

TECHNOLOGY

European AI Conference Highlights Debate Over Control of AI Technology

54d ago · Source: techcrunch

At TechBBQ in Copenhagen, investors, founders and operators discussed who should control AI, focusing on European sovereignty. The issue became prominent after Anthropic’s AI models Mythos and Fable were removed from users outside Europe earlier this year, prompting debate over reliance on U.S. and Chinese AI providers. A startup executive said the Mythos and Fable incident disrupted his software team, while another executive said the impact was minimal. The executive added that relying on U.S. and Chinese AI providers could create challenges in the future, but currently there are no major issues. Ellen de Brever, an angel investor and head of partnerships at the Novo Nordisk Foundation Cellerator, said the conference theme of agency highlighted a shift from what AI can do to what humans are willing to let it do. Meredith Whittaker, president of Signal, argued that integrating AI assistants into operating systems raises privacy concerns and creates a data collection apparatus. She said AI labs use marketing to obscure the consequences of extensive data collection, but there remains strong demand for privacy in Europe. Emad Mostaque, co‑founder of Stability AI and Intelligent Internet, said concentration of AI development in a few labs means that the person that controls the AI controls the country, implying future national sovereignty will be tied to AI control. Mia Negru, advocacy director at Life With Artificials, warned that intelligent agents could reshape ownership, work, democracy and societal participation. Attendees also noted lighter conversations during networking events hosted by Nvidia, OpenAI, AWS Startups, HSBC and others, including rooftop gatherings and a speakers’ dinner on a Copenhagen island. The event underscored ongoing concerns about AI control and privacy while highlighting the need for European initiatives to shape the technology’s future.

TECHNOLOGY

Vijay Pande Leaves a16z to Co‑Found Smaller VC Firm Focused on Fewer, Concentrated Bets

54d ago · Source: techcrunch

Vijay Pande, who managed close to $4 billion at a16z, announced in June 2025 that he is leaving the firm to co‑found a smaller venture capital fund called VZVC with Zach Werner. Pande built his reputation as a Stanford chemistry professor through the Folding@home distributed‑computing project, then joined a16z after Andreessen and Horowitz recruited him to focus on healthcare and life sciences. He oversaw a diversified portfolio of many bets before deciding to concentrate capital on fewer opportunities. The new firm will make about five investments per year, have no associates, and rely heavily on AI for its operations. Pande said he wants to concentrate capital on high‑conviction deals rather than spread resources across many small opportunities. He noted that biological data cannot be freely scraped from the internet, so most AI‑driven biotech companies must build their own proprietary datasets. He added that AI can improve target identification and clinical trial design, but it does not eliminate the high failure rate of drugs, which often stems from poor animal model predictions. Pande emphasized the need for trust and long‑term relationships with founders, seeking partners who act with integrity and think beyond short‑term gains. He described his hands‑on approach and the firm’s focus on AI for healthcare delivery and AI for clinical trials. The shift reflects a broader trend toward smaller, focused venture funds in biotech, and raises questions about data access and collaboration in AI‑enabled drug development.

TECHNOLOGY

Hollywood Actors and Investors Enter Microdrama Platforms

54d ago · Source: techcrunch

Hollywood actors and investors are increasingly involved in microdrama platforms that distribute short scripted series for mobile devices.

Microdramas are brief, scripted series typically lasting a few minutes, featuring serialized plots. The format originated in China and has expanded globally. Industry estimates project U.S. revenue of $1.5 billion this year. Platforms such as ReelShort, DramaBox, TikTok’s PineDrama, and others have launched to serve the market.

James Franco stars in “Love, Lies & Frank” on Shortical, a series about an advertising CEO entangled in crime and werewolves; the production is among the first microseries covered by SAG‑AFTRA’s verticals agreement. Variety noted that Franco’s performance was described as “sleepwalking through his lines.” The motivations for his participation have not been publicly disclosed.

Issa Rae’s company Hoorae Media partnered with TikTok’s PineDrama to release “Screen Time,” a thriller that reached 75 million views in its first week and later exceeded 150 million views, becoming a top vertical series on the platform.

Jesse Tyler Ferguson announced “Theater Kids Vs. Zombies,” a musical comedy for the aTwist platform, representing a departure from the romance‑driven formulas typical of microdramas.

Taye Diggs serves as star and executive producer of “Off Limits & All Mine” on CandyJar, and has launched Microhouse Films, a mobile‑first storytelling platform that debuted eight projects, including “Tides of Temptation” with Lifetime.

Kim Kardashian, through an investment in GammaTime with her mother Kris Jenner and other backers, is contributing capital to the microdrama ecosystem without yet appearing in a series.

The growing involvement of established talent and investors suggests expanding production capacity and monetization opportunities within the microdrama sector, though the long‑term impact on traditional entertainment distribution remains to be seen.

TECHNOLOGY

Grand Theft Auto VI Set for 30 FPS Launch on Consoles

54d ago · Source: tomshardware

Grand Theft Auto VI will launch on consoles at 30 frames per second, and Rockstar has not promised a 60 frames per second mode at launch, even on the PS5 Pro. The first gameplay footage was shown three months before release during a three‑hour presentation hosted by YouTuber Davy Jones, at which head of development Rob Nelson played the game for two hours. Nelson said the current target is 30 frames per second and that a 60 frames per second option would need to be reviewed by the technical team after launch, a pattern seen with earlier Rockstar titles such as GTA V and Red Dead Redemption 2. Digital Foundry said the high density of non‑player characters, dynamic weather, physics simulation and traffic AI may limit CPU performance, while the GPU is not the bottleneck. The presentation was captured at an upscaled 4K resolution derived from 1440p, and details about ray tracing and resolution on each console remain undisclosed. The PS5 Pro includes additional processing power and PSSR 2 upscaling, but no confirmed performance mode has been announced. The base PS5 was used for capture, and motion blur is applied in some scenes, which cannot be turned off on consoles.

TECHNOLOGY

IKEA Launches Xbox-Themed Furniture Collection

54d ago · Source: theregister

IKEA announced a nine‑piece YXSTABY collection themed around Xbox, unveiled at Gamescom in August, and said the items will be sold in stores and online beginning October 1. The collection includes a stool shaped like a controller thumbstick, a D‑pad‑design cushion, a lounge chair, and other furnishings. Pricing ranges from £12 for a cushion to £115 for a wheeled side table, and the company noted that Xbox‑branded products are expected to be priced higher than the base models. Microsoft’s Xbox Series S retails for £429.99 and the Series X for £669.99, with the Series S having launched at £249 in 2020. The announcement follows Microsoft’s recent restructuring under Asha Sharma, which has resulted in thousands of layoffs across its gaming and hardware divisions. Earlier IKEA introduced the BRÄNNBOLL line, which offered gaming accessories such as a rug designed to protect tables and gaming bolsters. The YXSTABY range will be available both in IKEA stores and on the company’s website from October 1.

TECHNOLOGY

Functional State Machines in Rust Use Typestate and Newtype Patterns

54d ago · Source: Hacker News

The paper introduces typestate and newtype patterns for functional state machines in Rust. These patterns enable compile‑time verification of state transitions. They improve type safety and reduce runtime errors. The authors provide a formal model and code examples. Performance comparisons show clearer code structure without sacrificing ergonomics.

TECHNOLOGY

Passive Windows Backdoor Named SLEEPWALKER Uses Custom Command Language

54d ago · Source: Hacker News

Sleepwalker is a 64‑bit unsigned Windows DLL that does not initiate network traffic on its own. The file copies the version information of Microsoft’s dpapi.dll and is loaded beside ESET Management Agent’s ERAgent.exe through DLL side‑loading. It remains dormant until a network packet that satisfies a checksum, length and encryption test is received. When the packet is validated, the DLL decrypts a command and runs a custom bytecode interpreter that supports up to 23 instructions for scheduling, data transfer via TCP, UDP, ICMP, SMB named pipes, VMware VMCI, and raw promiscuous sniffing, as well as staged file delivery, in‑memory execution and encrypted command transmission. The backdoor modifies Windows security settings to allow unauthenticated access to named pipes and uses a statically linked copy of mbedTLS for encryption. No outbound connections are made; the operator delivers commands via the trigger packet, which may appear in ordinary traffic, including crafted DNS queries. Two detection tools have been released: a YARA rule that matches the file’s hash, version‑resource claims and the AES key used for authenticated payloads, and a PowerShell scanner that checks for the DLL beside ERAgent.exe, the known SHA‑256 hash, the dpapisvc.dll companion, and registry settings that allow anonymous SMB access and null session pipes.

TECHNOLOGY

Trump Administration Uses Customs Statute to Obtain Journalists’ Records

54d ago · Source: Hacker News

The Trump administration invoked a little‑known customs statute, 19 U.S.C. § 1509, to obtain private records from journalists and nonprofit groups without a judge’s approval. Such requests bypassed the Fourth Amendment requirement for probable cause and judicial oversight. The statute permits the Department of Homeland Security to demand records related to customs duties, but has been used to seek subscriber information and phone logs in cases unrelated to customs violations. In Minnesota, the DHS asked Google for YouTube account data on journalists Georgia Fort and Don Lemon, and the outlet Democracy Now, podcaster Megyn Kelly, the Milwaukee Journal‑Sentinel and journalist Brendan Gutenschwager. After a judge rejected the initial warrant requests, the agency withdrew the warrant and served Google with an administrative summons that did not require judicial review. Less than a month later, the DHS obtained six months of telephone records from T‑Mobile, which included over 10,000 calls and texts, and did not notify Fort until July. Privacy advocates said the summons shift the burden of legal challenge onto users and nonprofit groups, who may lack resources to contest the demands. The Department of Justice and the Department of Homeland Security declined to comment on the practice. The DHS has also used the same authority to request financial records from the Sunrise Movement, SEIU, the Communications Workers of America and Venmo data for Voices for Racial Justice, none of which are charged with crimes. Google and T‑Mobile have stated they review each request for legality and may push back when they believe the demand is overly broad. Several courts have seen the DHS withdraw summonses after legal challenges, suggesting a strategy to avoid definitive judicial rulings. Legal scholars have described the administration’s interpretation of the statute as overly broad, arguing that Congress intended the authority to be limited to customs‑related investigations. Experts note that without public data on how often the summonses are issued and their outcomes, courts, lawmakers and the public cannot effectively check executive branch actions. The episode underscores concerns about the balance between law‑enforcement powers and Fourth Amendment protections, and raises the question of whether the DHS will continue to use the 1509 summons to obtain data from technology companies without judicial oversight.

TECHNOLOGY

Sony Music, Warner Music Sue Anthropic over Alleged Copyright Infringement

54d ago · Source: techcrunch

Sony Music Publishing, Warner Music and several other music publishers filed a lawsuit against Anthropic and its co-founders Dario Amodei and Benjamin Mann in the U.S. District Court for the Northern District of California on August 29, 2026, alleging that the company used thousands of copyrighted works without permission to train its Claude artificial intelligence model. The complaint, filed late Friday, alleges that Anthropic obtained the works through illegal torrenting and scraping, resulting in the incorporation of millions of copyrighted books, song lyrics and sheet music into the model’s training data. The publishers seek injunctive relief and damages. Anthropic’s spokesperson said the company disagrees with the publishers’ claims and intends to defend itself robustly in court. The statement was sent via email to TechCrunch. The lawsuit is the latest in a series of intellectual property disputes involving Anthropic. In January, the same legal team represented Concord Music Group and Universal Music Group in a separate case. Earlier, a group of authors sued Anthropic over the use of their works to train products such as Claude; a judge later ruled that while using copyrighted material for training may be permissible, acquiring that material through piracy violates copyright law, leading to a $1.5 billion judgment against Anthropic. Key differences in the current case include broader allegations of flagrant piracy and the scale of alleged unauthorized copying, which the publishers say extends beyond the limited use examined in prior rulings. The case remains pending, and the outcome may influence future determinations about the legality of using copyrighted content to train large language models.

TECHNOLOGY

EVE Online Begins Transition to Python 3

54d ago · Source: Hacker News

EVE Online announced that it will begin a multi-stage migration of its codebase from Python 2.7 to Python 3, starting with a phase that makes the existing code compatible with both versions while the game remains operational. The game, launched in 2003, originally used Stackless Python and was upgraded to Python 2.5 in 2007 and Python 2.7 in 2010; Python 2 reached official end-of-life in 2020, prompting the decision to move to a supported language version. The first phase uses the Python-Future tool, which applies automated fixes to allow code to run under both Python 2.7 and Python 3; initial testing took place on the Singularity test server in July, and the changes are now being deployed to the Tranquility live server. A scan of roughly 20,000 files showed that 95.9% already compiled under both interpreters, while about 3,300 files required modifications; these include roughly 1,500 obsolete print statements, 800 long integer literals, 600 deprecated exception clauses and 50 uses of the <> operator. Additional code that compiles under both versions but behaves differently in Python 3, such as integer division and other language changes, will require manual review during later stages of the migration. The migration is intended to improve performance, enable modern debugging and profiling tools, and provide a more maintainable codebase for future development; the developer emphasized that the transition will be gradual and largely invisible to players. Players are asked to continue normal gameplay and report any anomalies through bug reports, and further testing phases will be announced as the work progresses.

TECHNOLOGY

Nvidia Expands AI Advantage With New System Architecture

54d ago · Source: techcrunch

On August 29, Nvidia announced a new system architecture called Vera Rubin, which pairs a GPU with a custom CPU and inference accelerators to improve data handling in AI data centers. The company said the system is intended to address challenges of moving data efficiently as AI compute scales.

For years Nvidia supplied the primary GPUs for AI workloads, but hyperscalers such as Amazon and Google have begun building custom chips, prompting questions about the durability of Nvidia's advantage. The firm's market capitalization grew tenfold from early 2023 to mid‑2025, after which share price movements moderated amid concerns about GPU competition.

The Vera system includes the Vera CPU, designed to orchestrate data flow, the Groq 3 LPX inference accelerator, and additional components for storage and networking. Jason Hardy, Nvidia's vice president of storage technology, said the CPU can deliver up to three times improvement in data‑transfer operations by reducing bottlenecks, allowing flash memory to operate at full capacity. He added that the architecture is designed to keep the GPU supplied with data as AI compute scales toward gigawatt levels.

OpenAI's Jalapeño chip, introduced earlier this month, seeks an alternative approach by integrating workloads onto a single chip to minimize data movement, illustrating a broader industry trend toward reduced data movement rather than simply adding processing power. While Nvidia currently leads in this integrated system approach, it will need to compete with rival chipmakers and cloud providers as the industry shifts toward system‑level optimization.

TECHNOLOGY

NVIDIA DLSS 5 Neural Rendering Tested in 10 PC Games via Unofficial Mod

54d ago · Source: wccftech

NVIDIA’s DLSS 5 neural rendering technology, presented as a means to improve lighting, material and other visual details in real time, is being evaluated through an unofficial community mod.

An experimental DLL found in the early access version of NBA 2K27 was extracted and integrated by members of the RenoDX Discord group into games including Control, S.T.A.L.K.E.R. 2, Cyberpunk 2077, The Witcher 3, Grand Theft Auto V Enhanced, Stellar Blade, Final Fantasy VII Rebirth, Assassin’s Creed Shadows, The Elder Scrolls IV: Oblivion Remastered and The Last of Us Part II Remastered.

The mod uses the DLL together with ReShade to inject a neural rendering pass that enhances skin, hair, fabric and lighting while preserving the game’s original 3D content.

NVIDIA states that DLSS 5 takes color and motion vector data from each frame, feeds it to a neural model, and returns enhanced visuals at resolutions up to 4K, with developer‑adjustable intensity, color grading and masking options.

Testing by modders on high‑end RTX 5090 systems has shown performance reductions of more than 50 % when the feature is enabled, with frame rates dropping from 155‑250 fps to roughly 118‑125 fps in some titles and to about 132 fps in a single indoor scene.

Visual comparisons from YouTube and Reddit illustrate that the neural rendering pass can add detail to faces, hair and materials, but aggressive settings may produce haloing, flattening of textures, or an appearance that some observers describe as uncanny.

Some comparisons, such as the Reddit post on Final Fantasy VII Rebirth, show that less aggressive tuning preserves the game’s original aesthetic while still providing incremental visual improvement.

Performance data are limited; the implementation requires substantial system resources, with reports of memory leaks, VRAM‑related bugs and HDR instability in certain games.

NVIDIA emphasizes that the technology is intended for selective use by developers to avoid altering the artistic direction of a title.

The community tests are unofficial, rely on a leaked runtime, and have not been approved or tuned by the game creators.

Future official support and precise artist control will determine how DLSS 5 coexists with ray tracing and path tracing, which may require more powerful hardware.

TECHNOLOGY

Apple Card Adds Features and Prepares for Transition to Chase

54d ago · Source: 9to5mac

Apple Card, introduced seven years ago, has added several new capabilities and is preparing to move its issuance from Goldman Sachs to Chase within roughly two years. The Wallet app in iOS 27 now includes a recurring‑transaction feature that lets users view scheduled charges on a list or calendar. Apple has partnered with Booking.com to grant “Genius Level 2” status to cardholders after a qualifying stay or car rental, providing 3% Daily Cash on those transactions and potential discounts, free breakfast and room upgrades. Through a partnership with Hertz, Apple Card users receive 3% Daily Cash on car rentals and exclusive benefits such as emergency roadside service, loss‑damage waiver protection for $16.95 per day, a free additional driver and a minimum 5% discount on Pay‑Later rates. The Apple Card Savings account now offers web‑based access, allowing users to view and manage balances through a browser. Apple announced in January that the card will transition to Chase as the issuing bank, a change expected to be completed in approximately 24 months. Details about the transition remain under discussion. The shift to Chase and the rollout of new features will shape the card’s future offerings, with further information anticipated over the next 18 months.

TECHNOLOGY

Engineer Advises Balancing Immediate Action with Contextual Understanding

54d ago · Source: Hacker News

Starting a new role often creates pressure to demonstrate value quickly. The article describes a structured approach to apply a bias toward action responsibly.

First, the collection phase emphasizes deliberate listening. Engineers should identify key stakeholders, observe team dynamics, and review existing processes before proposing changes. This includes studying historical documentation, shadowing colleagues, and conducting discovery‑focused one‑on‑one meetings.

In the synthesis phase, the analyst connects recurring issues mentioned by multiple stakeholders and separates low‑risk, quick‑win tasks from larger systemic challenges that require longer strategies.

For strategic acceleration, the author recommends executing a small, publicly visible win to build credibility, sharing a brief hypothesis document for feedback before larger initiatives, and gradually shifting work balance from predominantly listening to predominantly doing.

The guidance stresses that moving quickly is valuable only when based on a solid understanding of the environment. Taking time to review blueprints before using a sledgehammer helps ensure that actions address genuine needs.

TECHNOLOGY

Good Culture Enhances Productivity More Than AI Tools

54d ago · Source: Hacker News

Many recent discussions have emphasized AI tools as a primary driver of engineering productivity. A newsletter author with more than a decade of experience argues that a strong organizational culture is a more significant factor. According to the author, AI can only amplify existing communication patterns and architectural quality, which are shaped by culture. Conway's law states that organizational design mirrors its communication structure, meaning that poor culture leads to subpar products while good culture supports high-quality outcomes. Executives who cite significant productivity gains from AI often have incentives to promote specific tools or partnerships, and they may blame employees when adoption falters, which can damage morale. The author recommends assessing culture through questions such as whether team members know their responsibilities, can make decisions without excessive approvals, feel safe challenging leadership, trust each other, have clear priorities, can disagree constructively, are rewarded for outcomes, understand the purpose of their work, and learn from failures rather than assigning blame. AI adoption should be driven from the bottom up, with constant knowledge sharing, and should not be presented as a replacement for people. The author concludes that the central question for leaders should be how to build an organization where skilled individuals can perform their best work and use AI to multiply their impact, rather than focusing solely on tool usage.

TECHNOLOGY

BYOK Plans Optional Scripts to Expand Distraction-Free Writing Gadget

54d ago · Source: theverge

BYOK, a minimalist distraction‑free writing device, plans to add optional scripts that extend its functionality. The company said the scripts will enable features such as screenplay assistance, character note tools, and writing analysis without cluttering the core app. Users could highlight text to pull out notes or receive alerts about passive voice usage. Development is ongoing and the scripting features have not been released publicly; the company is seeking feedback from its user base. The update was reported by Terrence O'Brien, weekend editor at The Verge.

TECHNOLOGY

Researcher Files Data Access Requests With 100 Companies Under California Law

54d ago · Source: arstechnica

Researcher submitted data access requests to 100 companies under the California Consumer Privacy Act and found many responded with deletion of data or refusal to process the request.

The CCPA, which took effect in 2020, gives California residents the right to request access to personal information, request deletion, and opt out of data selling. Companies must provide at least two methods for requests and have up to 45 days to respond.

In the first case, the researcher emailed McDonald’s and received a 515‑page report that detailed app interactions. Crunchbase replied on August 17 that the account had been permanently deleted, later clarifying that only the account was removed and the original request remained pending. A Crunchbase spokesperson said the mistake resulted from a processing error by a customer success employee and that the company would resume the access request.

BeenVerified initially indicated that personal information had been removed from search results, then denied verification when the researcher clarified that the request was for access, not deletion. Greg Hammond, senior counsel and senior director of compliance at BeenVerified’s parent company, said agents receive annual privacy training but the handling agent misunderstood the request type and that the company plans refresher training and an audit.

Cash App required the researcher to call a phone number listed in its privacy policy; callers were placed on hold and told to consult the policy again. A Cash App spokesperson said phone support teams are trained to help customers submit requests and that instructions are available online, but did not answer why the listed number was provided.

Consumer Federation of America director Ben Winters said the examples show weaknesses in policy frameworks that rely on companies to act in good faith. Mayu Tobin‑Miyaji, a law fellow at the Electronic Privacy Information Center, said the incidents reflect limited resources devoted to compliance.

The researcher noted that while some companies corrected errors, many still misclassify requests, highlighting ongoing challenges in enforcing data‑access rights.

TECHNOLOGY

Tether Offers iMessage and SMS Functionality on Linux

54d ago · Source: Hacker News

A Linux developer released Tether, a set of tools that allows iMessage, SMS, file transfer, clipboard sync, and OTP autofill between an iPhone and Linux desktops. The project was created after the author found that native macOS continuity features were missing on a full‑time Linux system.

The developer initially built clipboard synchronization, which later expanded to include file transfer and OTP handling. Security was emphasized from the start, with mTLS used for all communications and both ends required to authorize connections. The networking layer was later extended to support Bluetooth, using the ancs4linux and BlueFerry protocols to enable direct iMessage and SMS transmission. Implementation faced typical Bluetooth challenges, including intermittent connections and edge‑case handling.

Tether also includes a browser extension that monitors incoming mail for OTP codes and automatically fills them in web forms, and a mail extension that triggers the same process. Support for additional mail clients is planned but not yet available.

The software is distributed under an MIT license, while some underlying protocols remain under GPL licenses. The author invites bug reports, feature requests, translations, and documentation contributions from the community.

TECHNOLOGY

California Lawmakers Pass Linux Exemption from Age Verification Law

54d ago · Source: Hacker News

California lawmakers unanimously passed Assembly Bill 1856, which exempts open‑source operating systems from the state’s Digital Age Assurance Act, a law set to require age verification at account setup beginning January 1, 2027. The bill, amended by the Senate on August 21 and passed 39‑0 on August 26, modifies the definition of “operating system provider” and narrows the scope of the age‑verification requirement. The amendment excludes software distributed under licenses that allow copying, redistribution and modification, covering distributions such as Debian, Fedora, Ubuntu, Arch and other BSD‑licensed projects. It also exempts libraries and dependencies delivered through package managers, and removes storefronts that distribute extensions that run only inside a host application. The original definition of “user” that treated all device owners as children was removed, and a new provision bars requests for age signals unless required by law, providing a safe harbor for developers against inaccurate age‑gating data. Commercial operating systems including Windows, macOS, iOS and Android remain subject to the age‑verification rules, which will apply at account creation from January 1, 2027, with a secondary compliance deadline on July 1, 2027 for pre‑existing devices. The status of SteamOS remains uncertain because its core system components are open source while Valve provides a proprietary client. GrapheneOS, which announced in March that it would refuse to comply with age‑verification mandates, is now outside the law’s scope because it is distributed under open‑source MIT and Apache licenses, though Brazil’s Digital ECA still applies. Assemblymember Buffy Wicks, who authored the original act and the amendment, introduced the exemption after criticism from Linux developers and the Electronic Frontier Foundation. The bill now awaits Governor Gavin Newsom’s signature; if signed, the exemption will take effect before the age‑verification requirement becomes operational.

TECHNOLOGY

SQLite Adds Generated Columns for JSON Support

54d ago · Source: Hacker News

SQLite version 3.31.0, released on January 22, 2020, added generated columns that extract data from JSON values, allowing the database to operate as a document store. This change lets a table define a column whose value is derived from a JSON expression, so the database can query and index the extracted fields directly.

SQLite has supported JSON functions for several releases, but previous approaches required external processing to index JSON fields. The generated column feature automates extraction and indexing within the engine.

A generated column can be defined as GENERATED ALWAYS AS (json_extract(body, '$.d')) VIRTUAL, where the JSON object is stored in the body column. When the JSON contains a field named d, the virtual column returns its value and can be used in queries or indexed. Users may add NOT NULL constraints to generated columns to require the presence of specific fields. The column can be virtual, which computes the value on demand, or stored, which materializes the value and can be added with ALTER TABLE. Indexes can be created on virtual columns, enabling efficient lookups. Adding columns after table creation is possible, allowing developers to introduce new extracted fields without altering the original schema. This flexibility supports use cases such as storing webhook payloads and querying specific fields later. Validation occurs at insert time, and malformed JSON triggers an error, preventing invalid data from being stored.

The addition expands SQLite’s utility for lightweight applications that require document‑style handling of structured data, though the impact will depend on developer adoption.

TECHNOLOGY

Theragun Sense Offers Guided Massage Tool for Everyday Aches

54d ago · Source: techcrunch

The Theragun Sense 2nd Generation retails for $299 and is marketed for everyday aches and muscle tension. The device includes a USB‑C charging cable, a travel pouch, a Standard Ball attachment, and a Dampener attachment; a Supersoft attachment is available for $35. It offers four built‑in routines, with additional routines accessible through the Therabody app and syncable via Bluetooth. An LCD screen displays step‑by‑step guidance, indicating where to apply the device, the duration for each area, and the recommended pressure. Users can select from five speed settings to adjust intensity. The motor is relatively quiet, allowing use during activities such as watching television. The Therabody app includes an AI Coach feature that provides personalized recovery recommendations based on user goals and activity. Aisha, a consumer news reporter at TechCrunch, noted that the device is lightweight and portable.