open-source

Nagi is a new open-source fast decision model that consistently outperforms other models like laya and semif in real-time gaming scenarios.

LEANN is a new vector indexing method that reduces storage requirements by about 97% through graph simplification and real-time embedding computation, while maintaining retrieval recall close to full HNSW. It is suitable for use on laptops and won the Best Paper award at MLSys 2026.

The blog post describes building OrgWebAlchemy, a Guile Scheme library using Parsing Expression Grammars to parse Org mode documents and convert them to HTML via SXML, comparing PEGs to regular expressions for this task.

MangoDisk is an open-source disk cleanup tool for macOS and Windows that scans for and safely removes unnecessary files, with features like deep cleanup, developer-friendly scans, and AI explanations for ambiguous items.

Search is a small, fast web browser for macOS built on WebKit, emphasizing privacy and simplicity with built-in ad blocking and no telemetry.

An updated guide to the best Linux laptops for 2026, featuring models from System76, Framework, and others, aimed at users seeking pre-installed Linux systems.

This article introduces the open-source list awesome-jev-projects, which decouples System 1 fast decision models from System 2 reasoning LLMs to optimize AI agent workflows, reduce latency and costs, and provide code-level references.

Alibaba Cloud joins the Omacom Foundation as a Founding Corporate Patron with a $3 million commitment, collaborating on Omarchy China and integrating with Qwen Book for an agentic operating system.

A pull request to add support for the Ling 3.0 VL model in llama.cpp, enhancing its capability to handle vision-language models.

The author has open-sourced 'jevclip', a tool based on Jev that processes videos to generate summaries, highlight reels, and trimmed versions by removing unnecessary content, with adjustable parameters and low cost.

A tool that enables air-gapped file encryption by creating self-decrypting HTML pages, requiring no installation and using OpenPGP for security auditing.

This article demonstrates a setup where an AMD Radeon AI Pro R9700 GPU is used on a MacBook Pro via Thunderbolt 5 with a custom driver and LemonSeed-Engine for running LLMs like Qwen3.6-3.8.

Research finds that GPT-4 can produce empty responses to null prompts while GPT-3.5 cannot, with cross-vendor studies confirming similar behavior in other models and an open-source tool introduced for controlling EOS token behavior.

The author has built an open source, local version of Grokbot, complete with an iPhone app and a cloud option, which is gaining community interest with subscribers and contributions.

Paseo is an open-source tool that integrates multiple coding agents like Claude Code, Codex, and Copilot into a single interface, enabling parallel execution and seamless task handoffs with a focus on privacy and cross-device accessibility.

The paper introduces Polymer Benchmark 2026, an open dataset for benchmarking machine learning methods in polymer property prediction across diverse architectures and properties.

EviStreams is an open-source, no-code web platform that uses human-in-the-loop AI for data extraction in systematic reviews, demonstrating that extraction quality is more dependent on field specification than model choice.

We introduce ISAAC, an open corpus of 527 million+ English-language Reddit posts for analyzing social group discourse, with a multi-step pipeline for annotation and analysis. It enables cross-category comparisons and temporal tracking of public attitudes, accessible via web apps and programming interfaces.

This paper introduces PLLM+, a hybrid pipeline that combines deterministic replay of historical dependency configurations with LLM-based repair to resolve Python dependency conflicts, showing improved success rates and reduced runtime on the HG2.9K benchmark.

PopUpFactCheck.com improved its fact-checking quality by switching the underlying GPT-OSS-120B model to high reasoning effort, enhancing performance on attribution and judgment tasks while using caching and cost-effective routing to manage expenses.