General
Epoch AI reports that GPT-5.4 Pro solved a frontier math/open problem on hypergraphs, with a solution attributed to Kevin Barreto and Liam Price and confirmed by Will Brian. The update includes links to transcripts and write-ups, notes on further model results, and plans to publish the full solution, illustrating AI-assisted mathematical research on FrontierMath.
This post documents a practical, step-by-step journey building a local, private RAG system for a large codebase using Ollama for local LLaMA, LlamaIndex as the orchestrator, and Ch…
lnav is an advanced log file viewer for the terminal that auto-detects file formats, decomposes compressed files on the fly, and provides merge, tail, search, filter, and query cap…
Mesh LLM pools spare GPU capacity to run LLMs at scale across multiple nodes. It uses pipeline parallelism for dense models and expert parallelism for MoE models with zero cross-no…
This piece analyzes how automation can introduce new human-factor problems rather than eliminate them, emphasizing that supervision, skill maintenance, and cognitive training remai…
AI Tools
RAG-Anything is an all-in-one multimodal RAG framework built on LightRAG that ingests, parses, analyzes, and retrieves across text, images, tables, and equations within a single pipeline. It emphasizes unified multimodal processing, a knowledge-graph-based retrieval layer, and extensible parsers (MinerU, DocLing, PaddleOCR) with options for end-to-end LLM-driven querying and multimodal content injection.
Pixelle-Video is an all-in-one AI short-video engine that automates video creation from a single theme. It handles script writing, AI-generated visuals, voice narration, background…
Automation
L'article détaille Feedcast, une application Rails qui automatise la diffusion de la veille technologique en utilisant Claude Code. Il décrit le flux complet: extraction de contenu, génération de textes via Claude, validation manuelle, et publication planifiée sur X, LinkedIn, Mastodon et Bluesky, avec suivi d'engagement. L'article met en évidence les défis d'intégration API et les résultats obtenus.
Penetration Testing
Z4nzu/hackingtool is an all-in-one collection of security and hacking tooling intended for researchers and penetration testers. It aggregates numerous tools across categories such as information gathering, web attacks, wireless, SQL injection, phishing, RATs, and more, with installation options via Docker or direct scripts, and an emphasis on community contributions under MIT license. Given its dual-use nature, it highlights the importance of authorized testing and ethical use.