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Tech News
A commentary published by Nature argues that claims about the energy efficiency of decentralized artificial intelligence systems lack sufficient empirical backing. The authors say more rigorous measurement and evidence are needed before such systems can be assessed as greener alternatives to centralized AI infrastructure.
A commentary published on nature.com calls on researchers to preserve raw research data, arguing it will be needed as AI-powered tools for detecting scientific fraud and errors improve. The piece suggests current integrity checks are limited by the quality and availability of underlying datasets.
In a first-person account, Kid Pix creator Craig Hickman explains how he settled on the name 'Kid Pix,' favoring three-letter words that echoed his family's naming pattern and worked well visually and phonetically. He describes testing the software directly on his son and preschoolers to refine its interface, and notes that Broderbund later tried unsuccessfully to rename the product before a hired naming consultant advised against changing it.
Apple has confirmed an October 13 launch event themed 'Welcome home,' combining an in-person press event in New York with an online video presentation around 9 a.m. ET. The centerpiece is expected to be a long-rumored smart display, reportedly called HomeView, featuring a 6-inch screen on a dome base available in wall-mounted and countertop versions, powered by Siri and Apple Intelligence.
A career coach who works with executives says a negative performance review often reflects poor internal visibility rather than actual work quality, citing Gallup data showing managers now oversee an average of 12 direct reports, up nearly 50% since 2013. The coach recommends employees listen without immediate defensiveness, evaluate whether their company's review culture supports growth or signals termination, and proactively promote their accomplishments internally.
Modern AI upscaling tools from NVIDIA, AMD and Intel—DLSS 4.5, FSR 4 and XeSS—now render games at lower internal resolutions before using deep learning to upscale them, delivering image quality comparable to native resolution while significantly boosting frame rates. NVIDIA's DLSS 4.5 Multi Frame Generation can push frame rates past 200fps in titles like Hogwarts Legacy using its x6 modifier, though the writer notes it introduces noticeable input latency, while earlier x2 and x3 modifiers perform well with fewer visual artifacts.
A developer launched Indigene, a web tool posted to Hacker News's Show HN section, which recommends native plant species tailored to a visitor's geographic location. The project appears to be in an early or loading stage, with limited details available beyond its stated purpose of promoting native planting.
Blokkily is a newly shown experimental digital audio workstation built around a single event model that synchronizes a tracker, piano roll, and step grid as one lane in a multi-track song. It supports CLAP as a required native plugin format alongside VST3 and SoundFont instruments, with sample-accurate parameter automation handled through dedicated plugin adapters, and includes an LLM-based composition assistant accessible via a prompt bar.
Microsoft President Brad Smith told ITV that AI systems face less regulatory scrutiny than milk or washing machines, urging governments to apply established safety practices and require companies to build emergency shutdown mechanisms into AI systems. Microsoft CEO Satya Nadella followed with an X post arguing that major AI companies lack a 'mechanistic understanding' of their own tools and called for slower development, incident reporting and independent review.
A developer documented a project called KindleCTL, in which an AI coding agent was used to jailbreak a 10th-generation Kindle Basic and install a custom photo slideshow app. Earlier attempts with other AI models, including GPT-5.6 Sol and Anthropic's Fable 5.1 and Opus 5.5, failed due to technical errors or built-in cybersecurity restrictions, but GPT-6 Astra succeeded in building the jailbreak and the app. The resulting app cycles through ten photos for four minutes each, accessible from the Kindle's library screen alongside books.
Mozilla has released Firefox 158, which turns on support for the JPEG-XL image format by default for users. Previously, JPEG-XL required users to manually enable an experimental flag to view such images in the browser.
A technical walkthrough details four common RAID configurations—RAID 0, RAID 1, RAID 5 and RAID 10—that users can set up with spare hard drives. It explains how each configuration balances speed, storage capacity and data redundancy differently, from striping for performance to mirroring for safety.