Blacksky Algorithms develops open-source infrastructure for decentralized social media, building Rust-based tools implementing the AT Protocol including relays, personal data servers, and algorithmic feeds. The project aims to give communities control over safety, governance, and their online spaces while supporting research in decentralized identity and algorithmic transparency.
The article traces the history of Limited Liability Companies back to ancient Rome, where merchants used slaves and sons as intermediaries to conduct business with limited personal liability. The practice of seeking liability protection in commerce is ancient, with various cultures from the Byzantine Empire to medieval Italy developing their own methods long before the modern LLC structure emerged in Wyoming in 1977.
Freebuff offers a 100% free AI coding agent platform funded by ads, providing daily free credits to use various coding models across multiple tools including desktop, CLI, web, and cloud IDE options. It positions itself as a no-cost alternative to paid services like Cursor Cloud, Replit, and Lovable, with features like parallel workspace execution, GitHub integration, and live app deployment.
AI benchmark scores significantly overstate real-world performance because they use clean, standardized inputs and simplified environments unlike actual financial documents. In practice, models fail on messy real data, multiple formats, and document discovery tasks that benchmarks skip, causing teams to revert to manual work despite impressive headline scores.
QLCodePreview is a Quick Look preview extension for macOS that adds syntax highlighting to source code files in Finder. Built from scratch as a self-contained, fast app-extension that replaces deprecated .qlgenerator plugins, it supports dozens of languages with customizable themes, fonts, and file type mappings.
A study of 21 model–harness pairs reveals that harness choice significantly affects cost but has minimal impact on task success rates for coding agents. The same model can achieve similar results at vastly different costs across harnesses, while simpler open-source harnesses like Pi prove competitive with more complex alternatives.
A Bluesky post questions whether agentic coding has affected hiring patterns on Hacker News, referencing comment volume data from the platform's monthly job discussion threads.
Oh My Subagents is a runtime system for coordinating AI agent teams with persistent task state, durable delegation, and interruption recovery. It enables local orchestration of subagents for Codex and Claude through immutable assignments, manager-based hierarchies, and a visual console for workflow management and execution.
GitHub is implementing rate limits on private vulnerability reports to reduce low-quality and automated submissions while protecting maintainers. Repository administrators can set custom limits, allow-list trusted reporters, and configure settings in their repository's Advanced Security options.
User created a bullet heaven game but feels it hasn't received much attention or interest from others.
Mars features distinctive chaos terrain—irregular topography of large tilted blocks and mesas formed 2.0 to 3.8 billion years ago. Scientists believe massive water floods from underground sources created these regions, with theories invoking melting ground ice, aquifer pressurization, or heat-induced melting of ice-rich sediments.
KernelBench is a benchmark and toolkit for evaluating LLMs' ability to generate correct and efficient GPU kernels, specifically CUDA code from PyTorch programs. The benchmark contains 250+ problems organized across four difficulty levels, from single operators to full model architectures, with evaluation metrics measuring both correctness and performance speedup.
Quest is an open-source, self-hosted AI agent workbench that lets users connect services like email, Slack, and finance tools to Claude, Gemini, and other LLMs while prioritizing security for sensitive data. It enforces strict isolation between private data access and internet connectivity, requires human approval for any outbound actions, and provides a web UI for configuration and monitoring.
NASA's two-decade effort to build a commercial low-Earth orbit economy faces a crisis as SpaceX signals it will retire its Crew Dragon spacecraft after 2030 and cease flying astronauts to orbit, shifting focus toward lunar missions. This threatens private space station developers and the broader vision of a robust commercial space ecosystem that NASA has actively fostered since 2004.
Researchers developed superhuman AI for Stratego, a board wargame with hidden information, using self-play reinforcement learning and test-time search. The achievement surpasses previous failed attempts and requires only thousands of dollars rather than millions, establishing new benchmarks for AI performance on classical games.
AI models painted in a simulated oil paint studio, writing brushstrokes that a physics simulation executes. The project tested Claude Opus and other models painting subjects inspired by Caspar David Friedrich without seeing his actual artwork, revealing unexpected convergences like multiple models independently choosing similar subjects and titles.
An opinion piece argues that xenophobia and anti-immigration sentiment often lack economic justification, with elites attempting to rationalize discriminatory views through selective economic research rather than acknowledging that many people simply dislike immigrants for reasons unrelated to legitimate policy concerns.
A social media post about a Bitcoin commercial that garnered over 71,000 views, with commenters expressing skepticism about its message and accuracy.
Hundreds of French school students have been arrested and dozens injured during widespread protests over overcrowded classrooms and teacher shortages, with blockades affecting around 400 lycées across major cities. The demonstrations, which began in Paris, have escalated to violence including projectiles, fires, and police use of tear gas and batons, prompting debate over policing tactics and political involvement.
C++ Insights is a Clang-based source-to-source transformation tool that reveals compiler-generated code and implicit operations, making hidden language features like lambdas, range-based for-loops, and structured bindings visible in readable C++ syntax. Available online at cppinsights.io, it helps developers and educators understand what the compiler actually does behind the scenes.