Tiny matrix runner for Python projects using Astral uv. - atsuoishimoto/uv-matrix Read more ›
Open source vector databases come in two flavors: specialized tools that handle vectors and nothing else, or unified platforms that combine vector search with operational data and caching. Many teams end up managing three systems: a vector database, a... Read more ›
A Java Gateway Router pattern for reducing prompt bloat, preventing parameter hallucination, and preserving tool context. Read more ›
I live in two places: a terminal running Claude Code and Neovim. For months I bounced between them. Edit in Neovim, alt-tab to the terminal, paste a file path, ask Claude something, alt-tab back, apply the change by hand. The friction was small but constant, and constant friction is the kind that wears a groove in your day. Read more ›
Rising energy prices pushed up inflation, crimping the growth outlook for some regions, but not enough to trigger recessions, in our view. Read more ›
The story behind Pin: self-referential types, futures, and address stability. Read more ›
# Models overview Claude is a family of state-of-the-art large language models developed by Anthropic. This guide introduces the available models and compares their performance. --- ## Choosing a model If you're unsure which model to use, consider starting with **Claude Opus 4.8** for the most complex tasks. It is Anthropic's most capable Opus-tier model for complex reasoning, long-horizon agentic coding, and high-autonomy work. For workloads that need the highest available capability, se... Read more ›
Large language models can exhibit emergent reasoning behaviors, often manifested as recurring lexical patterns (e.g., “wait,” indicating verification). However, complex reasoning trajectories remain sparse in unconstrained sampling, and standard RL often fails to guarantee the acquisition of diverse reasoning behaviors. We propose a systematic discovery and reinforcement of diverse reasoning patterns through structured reasoning, a paradigm that requires targeted exploration of specific reaso... Read more ›
Build agentic AI apps on open data with SingleStore Helios, Apache Iceberg, Gen3 clusters and Zero-Copy data fabric for real-time HTAP performance. Read more ›
constexpr has come a long way since its introduction in C++11. Back then, constexpr functions were extremely restricted and could essentially contain only a single return statement. C++14 relaxed those restrictions, allowing local variables, loops, and multiple statements. C++20 was another major milestone, bringing support for constexpr dynamic allocation, enabling types such as std::string and std::vector to become usable in constant evaluation, and allowing constexpr virtual functions. C++... Read more ›
Rare earth elements, a group of chemical elements, and other critical minerals are generally costly and difficult to procure and depend on complex supply chains. Yet some of these elements, such as lithium, are essential for technology from wind turbines to cellphones. Northeastern University researchers are proposing a new source for some of these critical materials: wastewater. The finding is especially critical as the world transitions to clean energy, the researchers said. Read more ›
An internal research we made about BPF LSM support on aarch64 in Linux Read more ›
California has enacted many changes over the years that were intended to boost voter turnout. But there hasn't been significant improvement in participation and those changes are largely responsible for the state’s tediously slow ballot counting today. Read more ›
ClickHouse 26.6 is here! In this release, we have hypothetical skip indexes, cascading refreshable materialized views, experimental support for continuous queries, and more! Read more ›
Microsoft has announced a release candidate (RC) of TypeScript 7.0. A port of than , Microsoft said, thanks to native code speed and shared memory parallelism. Developers can get the new compiler by installing it from the typescript package on npm: npm install -D typescript@rc Unlike TypeScript 6.0, TypeScript 7.0 performs many steps in parallel, including parsing, type checking, and emitting, Microsoft said. Some of these steps, such as parsing and emitting, can mostly be done independently ... Read more ›
A self-hosted RSS reader and aggregator. Contribute to kryoseu/WyrmRSS development by creating an account on GitHub. Read more ›
How pqcrypta-proxy mitigates documented QUIC, HTTP/3 and WebTransport flaws: 0-RTT replay, optimistic-ACK DDoS, QUIC-LEAK, Rapid Reset and handshake floods. Read more ›
It has been a hard few years for climate tech. But we recently got a bright spot: Earlier this month, Gigascale Capital announced it had raised $250 million to build the physical infrastructure driving decarbonization. That was notable in part because Gigscale’s founder is Mike Schroepfer, Meta’s former chief technology officer, who has gone deep on climate tech since leaving the company in 2022.On this episode of Shift Key, Mike joins Rob to discuss why Gigascale chose this moment to raise $... Read more ›
Mainboard fonts pair an athlete’s stride with a processor’s logic. Still, that sentence sounds strange until you look at the typeface itself. In fact, Identity Letters built this superfamily around one idea: sport and computing chase the same goal. Both push for speed. Both push for progress. Mainboard fonts turn that shared drive into letterforms […] The post appeared first on . Read more ›
We investigate domain adaptation of modern BERT models in the legal domain. We further pre-train ModernBERT on all US court opinions using the masked language modeling objective. Although ModernBERT has been trained on roughly 500x more data than original BERT, we still find that this model benefits from further pre-training and domain adaptation in the legal domain: we report significant improvements compared to vanilla ModernBERT on all datase... Read more ›