Cockpit is a web-based graphical interface for servers. - cockpit-project/cockpit
Astral's tools will join OpenAI's Codex team to push AI and software development forward. The goal remains to make programming more productive with tools that feel fast, robust, and integrated.
Google is introducing a developer verification program to combat malware on Android devices, requiring verified developers to provide identification and pay a $25 fee. Power users can bypass this verification through an advanced flow in developer settings, but it's not immediately accessible and has a 24-hour countdown.
A study found that direct marketing from gambling accounts increased bets by 23% and spending by 39% among participants. The study suggests tighter regulations are needed to limit gambling marketing and protect consumers from harm.
The Turner Twins, Ross and Hugo, conduct A/B tests on modern and 100-year-old gear on expeditions to see how far textile innovation has taken us. Their data suggests that modern gear offers only a narrow safety margin over historic gear, which requires skill to operate.
Kitten TTS v0.8 is out with 15M, 40M, and 80M parameter models for high-quality voice synthesis on CPU. It supports various voices and offers commercial support for teams integrating it into their products.
Researchers created EsoLang-Bench to evaluate large language models on esoteric programming languages with limited training data. The results show a significant gap between models' performance on mainstream languages and their genuine programming ability.
To maintain a well-structured codebase, use semantic functions as building blocks that are minimal, self-describing, and unit-testable, and pragmatic functions as wrappers around complex logic. Effective data modeling involves enforcing correctness, using precise names, and avoiding loose typing to prevent bugs and make code easier to understand and maintain.
The noq team has created a general-purpose QUIC implementation with multipath and NAT traversal support, which is a separate codebase from Quinn but aims for collaboration. noq's headline feature is a full implementation of the QUIC Multipath spec, enabling latency improvements and supporting various network conditions.
Clockwise will remove Smart Hold events and Flexible Meetings, then delete user data on March 27, 2026. Users will get a prorated refund for prepaid subscriptions and can transition to Reclaim for AI-powered scheduling.
Waymo's safety impact research uses best practices to align ADS and human crash data, comparing Waymo's crash performance to the current human driving fleet from the areas where Waymo operates. The results show that Waymo has 70-90% fewer crashes than the benchmark, with statistical significance achieved due to the large number of miles driven by Waymo.
The user decoded UDP packets from raw voltage waveforms captured by an oscilloscope connected to a high-speed active differential probe soldered to a rack switch. They implemented a parser to extract the packets from the waveform data, which involved decoding QSGMII protocol and rate adaptation to convert the data into conventional Ethernet packets.
Ofcom fined 4Chan £520,000 for failing to comply with UK's Online Safety Act. 4Chan's lawyer responded with an AI-generated image, claiming the platform breaks no law in the US.
Researchers achieved 10x data efficiency with NanoGPT Slowrun by ensembling 1.8B parameter models and applying architectural tweaks. This allows scaling with compute rather than data, potentially leading to significant model performance improvements.
The author criticizes modern websites for prioritizing ads over user experience, leading to frustrating and intrusive designs. This is driven by an auction system that rewards publishers for keeping users on their pages.
Voltair Labs is developing weatherized, hybrid-fixed drones for power utility inspections, aiming to replace foot patrols and helicopters with a cost-effective solution. The company's first product is a long-range, fixed-wing drone that recharges inductively on stripped-down charging pads, enabling inspections of entire transmission line corridors with reduced costs and increased efficiency.
We used Claude Code to automate neural network training with 16 GPUs on a Kubernetes cluster, achieving a 2.87% improvement in val_bpb and discovering a strategy to exploit performance differences between H100 and H200 GPUs. The agent ran for 8 hours, submitting ~910 experiments and finding that scaling model width mattered more than any single hyperparameter, with a total cost of under $300.
OpenBSD's PF packet filter now supports 64-bit bandwidth values, removing a 4.29 Gbps limit. This change allows correct configuration for high-speed interfaces up to 999G.
Juggalo face makeup can evade facial recognition due to its black bands obscuring key features. However, Apple's Face ID uses depth perception, making Juggalo makeup ineffective against it.
After the first level of tuning of the random forest’s parameters, it came time to optimize the features on which the random forest gets trained on. I’ve already did a minor cleanup, but I didn’t...
Minecraft's PS3 source code reveals clever optimizations and workarounds used by 4J Studios to port the game from Java to C++ on a console with limited RAM. The codebase showcases a mix of clever algorithms, manual memory management, and creative solutions to performance issues, providing a unique glimpse into the inner workings of a real-world game engine.
OpenTTD developers collaborated with Atari on Transport Tycoon Deluxe re-release, allowing new Steam and GOG players to purchase TTD first then access OpenTTD for free. This compromise balances Atari's commercial interests with OpenTTD's availability, ensuring the project's continued independence and development.
We're providing different identity verification paths to fit users' needs, including free limited distribution accounts for students and hobbyists. These accounts allow sharing with up to 20 devices without ID or fee, ensuring Android remains open for learning and experimentation.
The investigation will assess Tesla's FSD system in degraded roadway conditions, evaluating its performance and updates to the degradation detection system. The system's ability to detect and alert drivers to impaired camera visibility has raised concerns, with potential under-reporting of crashes due to data limitations.
You've created animations to help people understand inequalities in a geometrical way, using classic shapes like circles, triangles, and squares. Your visualizations show how the Arithmetic Mean (AM), Geometric Mean (GM), Quadratic Mean (QM), and Harmonic Mean (HM) relate to each other, and how they can be represented using geometric shapes.
Xiaomi's next-gen SU7 electric sedan offers up to 902 km range, standard LiDAR, and 897V charging. It starts at 229,900 yuan, undercutting the Tesla Model 3 in China by about 5,600 yuan.
Independent AI teams face a structural cost of low compute utilization and uncertain access due to unpredictable workloads. An AI grid can solve this by pooling compute needs, maximizing utilization, and providing shared automation, infrastructure, and security.
Eric Schmidt predicts UIs will go away, replaced by agents generating UIs on the fly. A prototype uses markdown as a protocol for agentic UI, combining code execution with text and data in a single stream.