A Wagtail CMS team attempted to code for the entire September 2026 month using only GLM 5.3 Flash, an efficient open-model tier. The experiment achieved only 50% target-model token usage, with 1B of 2B tokens going to other models, revealing infrastructure constraints and model-selection lessons while confirming GLM 5.3 Flash's strong capabilities for development tasks.
Read full article →A new model of aging proposes that cells lose their specialized identity over time—not just from accumulated damage—driving fibrosis, inflammation, and disease. Two recent papers in Nature and Cell identify the molecular machinery behind this 'mesenchymal drift' and suggest epigenetic clocks measure the erosion of a key protein complex that locks cell identity in place. Interventions like partial reprogramming and caloric restriction may slow or reverse the process, but human safety and efficacy remain unproven.
Read full article →France's highest administrative court reversed an 8-year freedom-of-information victory for open-access 3D scans of Rodin sculptures, ruling the point-cloud documents are part of the museum's inalienable collection — not public administrative documents — despite the same court's earlier acknowledgment that they were usable, and despite France's own FOI commission having sided with disclosure.
Read full article →The Partner-N64 was an official Nintendo 64 development system made by Kyoto Microcomputer (KMC) for Nintendo. To expose real-time debugging to a dev cart, it required a retail N64 to be physically hacked: unused cartridge-bus pins were re-routed to the CPU so a debugger could pause the game and reset it on command. A how-to guide from ultra64.ca specifies exactly which pins and traces are involved.
Read full article →A federal judge in Oklahoma has ruled that warrantless searches of Flock Safety's automated license plate reader system violate the Fourth Amendment, describing the technology as enabling 'indiscriminate mass surveillance' that tracks individuals' movements without sufficient justification.
Read full article →A follow-up by meshoptimizer author Arseny Kapoulkine documents the updated NVIDIA vk_lod_clusters demo and the compression choices behind its 1.6-billion-triangle Zorah scene. glTF scene data shrank from ~36 GB to ~32 GB (versus 70 GB downloads), thanks to meshoptimizer's vertex and index compression extensions, with further savings possible through layered Zstandard compression. The writeup also details processing and runtime improvements in clusterlod.h, including stable permissive-mode simplification and attribute-aware LOD selection.
Read full article →FTL is an operating system designed for cloud environments that implements most OS features in a userspace library rather than in the kernel, aiming to provide a Linux-compatible alternative with a minimal hypervisor-shaped kernel interface.
Read full article →Aleph Alpha unveils Kolibri, a 78‑parameter‑strong, English‑German Mixture‑of‑Experts transformer released under Apache 2.0. The model supports up to 1 M token context windows, is designed for sovereign deployment in regulated sectors, and ships with full supply‑chain transparency and European‑based training.
Read full article →C++ Insights is a Clang-based source-to-source tool that rewrites C++ code into the expanded form a compiler actually works with, exposing implicit constructors, copies, casts, and the lowered versions of lambdas, range-based for-loops, and `auto`.
Read full article →Large-scale hostilities resumed in northern Ethiopia on September 23, 2026, between Tigrayan rebels and Amhara militias against federal forces, collapsing the 2022 Pretoria peace agreement. The conflict reflects deeper structural issues: Ethiopia's ethno-federalist system intensifies ethnic divisions, political elites repeatedly choose war over peace, and state institutions fail to prevent violence despite public desire for peace.
Read full article →Aleph Alpha has released Kolibri, a 78-billion-parameter mixture-of-experts language model designed specifically for German and English that activates only 3.5 billion parameters per token. Built under the EU AI Act with training infrastructure in Germany and Finland, Kolibri introduces innovations in tokenization, attention mechanisms, and reasoning capabilities while acknowledging trade-offs in memory requirements and certain benchmark performance.
Read full article →Muse Gadgets offers open source software development kits and project guides for building custom hardware extensions that connect to the Muse AI agent, enabling users to create personalized devices ranging from e-ink displays to home automation controllers.
Read full article →A review of the Shimano Bicycle Museum in Sakai, Japan: a spacious, hands-on celebration of bicycle evolution that puts the machine first and keeps the company's own corporate history in the background. The account rests on a single first-hand visitor report and leaves a few things unresolved, including the current admission price and the question of how Shimano entered European racing.
Read full article →Offrun is a free Mac application that runs the AI coding tools developers already pay for — Claude Code, Codex, and Grok Build — from a single desktop workspace. It isolates each agent in its own git worktree, adds peer review between agents, and routes prompts directly to your own provider accounts, all without handling your passwords or code.
Read full article →Black Forest Labs released FLUX.3 Image on October 1, 2026, a text-to-image and multi-reference editing model available via OpenRouter with flat-rate pricing from $0.0205 to $0.3035 per image depending on resolution. The model supports outputs from 768 to 4K resolution with multiple aspect ratio options.
Read full article →GitHub has enabled its redesigned dashboard as the default view for every user, moving it out of feature preview. The update centralizes active agent sessions, issues, and pull requests, adds a dedicated Feed tab, and lets users start work directly from the dashboard via Copilot integrations.
Read full article →A single HTML file called the Independent File (IF) enables biodiversity collectors to create complete voucher records at the exact moment of specimen collection, embedding QR codes, GPS coordinates, photographs, and Darwin Core metadata without requiring external dependencies, accounts, or network connectivity.
Read full article →Yeet demonstrates how to replace the traditional StatsD exporter with an eBPF-based solution that captures UDP packets directly from network interfaces, eliminating the need for a listening process while still providing Prometheus-compatible metrics. The approach leverages the fact that by the time a UDP socket receives data, the kernel has already processed the packet, making the traditional listener redundant.
Read full article →Recent studies presented at a European dermatology conference found that people taking GLP-1 receptor agonists for type 2 diabetes or obesity were more likely to report hair loss and nail problems compared to those not on the medications. The research, though cross-sectional and self-reported, documented specific percentages and called for follow-up clinical assessment.
Read full article →In a letter to The Guardian, Owen Fraser describes how being unable to use a smartphone app for bus travel costs him £264 extra annually, as cheaper monthly passes are app-only while weekly passes remain available on buses. He argues that public transport accessibility should not hinge on passengers' software choices.
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