While Postgres DELETE is often avoided in high-performance systems due to MVCC overhead, engineers at DBOS demonstrate how specific optimizations—including dropping foreign keys, improving cache locality, and manual vacuuming—can allow DELETE operations to scale for complex data retention policies.
Read full article →STROT is a framework that uses a large language model (LLM) once at 'compile time' to synthesize a standalone, local decision model. This approach moves the expensive, nondeterministic inference of an LLM to the build phase, allowing production environments to run decisions locally with zero marginal cost and deterministic outputs.
Read full article →A former Savannah police officer was terminated after providing her login credentials for the Flock license plate reader system to her husband, a federal ICE agent, who used the account to conduct hundreds of searches.
Read full article →Mistral AI has launched Timestral, a family of time-series foundation models (TSFM) designed to provide probabilistic, multivariate forecasts across diverse domains using a pre-trained approach that transfers patterns across different data types.
Read full article →The HOL Light theorem prover is a powerful tool for formal verification, but its steep learning curve can be intimidating for beginners. A new 'quick start' tutorial provides a graded set of examples to help users navigate the system's background requirements and basic operations more efficiently.
Read full article →In historical industrial processes, aged urine—known as 'lant'—served as a vital chemical resource for manufacturing gunpowder, tanning hides, and dyeing fabrics.
Read full article →A voice-only Bulletin Board System (BBS) from the mid-1990s, 'Sanity's Edge,' has been preserved and reconstructed on the web after being recovered from a legacy hard drive and decoded using modern AI tools.
Read full article →While large language models have thrived on massive datasets of existing text, robotics faces a significant hurdle: a lack of high-quality, public training data for physical actions. Researchers are exploring various methods to bridge this gap, from human teleoperation and simulation to 'egocentric' video collection.
Read full article →Developers are increasingly using the terminal multiplexer tmux to manage long-running AI coding agents like Claude Code. By leveraging tmux's ability to survive disconnections, hold multiple sessions in one window, and accept external commands, users can automate agent interactions and maintain persistent development environments over SSH.
Read full article →The release of Linux kernel 7.3 marks a significant milestone in development volume and hardware compatibility, notably introducing native support for Apple's M3 series chips and opt-in Time Machine support for SMB shares.
Read full article →Users have identified a new root-level directory, /pkg, in macOS 27.0 that automatically adds a new path to the system's PATH variable, though Apple has not yet clarified its specific purpose.
Read full article →A class-action lawsuit filed by Hagens Berman alleges that Verisign, the sole operator of the .com domain registry, maintains an illegal monopoly and overcharges consumers by leveraging a non-competitive contract with ICANN.
Read full article →In medieval England, rabbits were an expensive delicacy reserved for the aristocracy. Following the Black Death, a shift in social structures and labor availability allowed the common population to adopt these luxury goods, fundamentally changing the animal's status and ecological impact.
Read full article →A look at the technical history and linguistic evolution of the 'Not a typewriter' error message in Unix-based systems, which arose from a combination of case-sensitivity issues and legacy hardware terminology.
Read full article →The DNS Museum documents a collection of creative, experimental, and often impractical ways developers have utilized the Domain Name System (DNS) for purposes far beyond standard hostname resolution.
Read full article →Superlite is a new specification designed to provide a faster, more streamlined process for AI agents to develop software, aiming to reduce the overhead and 'cargo culting' associated with more complex agentic frameworks like Superpowers.
Read full article →The Department of Defense is shifting its munitions strategy toward a "high-low mix," balancing expensive, high-performance legacy systems with a rapidly expanding portfolio of low-cost, mass-producible weapons to address modern threats like drone swarms.
Read full article →A discussion surrounding the DeepSeek V4.1 Flash 1017 (Max) model highlights its architectural efficiency, comparing its performance against competitors like Mimo 2.6 Pro and GPT 6.1 Sol, while also examining the practical trade-offs of using 'max' reasoning efforts.
Read full article →A DIY project has introduced a functional laptop powered by the 6502 CPU, a processor famous for its role in 1980s computing. The device features 46KB of RAM, a 10.1-inch screen, and a WiFi modem, highlighting the capabilities of vintage hardware in a modern form factor.
Read full article →Developers and organizations are increasingly adopting self-hosted Large Language Model (LLM) proxies to gain granular visibility into data paths, manage multi-provider configurations, and enforce security redactions before prompts reach cloud providers.
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