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The article suggests using a smaller 4B LLM with Kiwix skill and local Wikipedia to avoid hallucinations about world knowledge, instead of relying on larger models.
The user asks for recommendations on offline Wikipedia RAG tools for use with AI models like Qwen, noting abandoned projects and seeking community input.
SimpleWikiSearch 是一个可复现的离线 Wikipedia 环境，用于评估基于 LLM 的 agentic 搜索系统，明确规定了语料构建、检索栈和工具接口。
This paper introduces Kontrast, a framework for automatically detecting knowledge inconsistencies across Wikipedia text, tables, and Wikidata knowledge graphs using Text-to-SPARQL and LLM reasoning.
US employees at the Wikimedia Foundation are joining unionization efforts, but management has declined voluntary recognition. The union drive follows a volunteer editor strike and tensions over layoffs.
WikiStar is a system that uses an LLM classifier to tag scientifically meaningful edits in Wikipedia article revision histories, enabling interactive exploration of how scientific knowledge evolves over time. The system includes a benchmark dataset and was validated through a user study with domain experts.
The Wikimedia Foundation announces that Wikipedia has been provisionally exempted from Category 1 designation under the UK Online Safety Act, but remains on a watchlist, posing ongoing risks to privacy and open knowledge.
On June 29, 2026, Google's Knowledge Panel falsely reported Jim Carrey's death due to a Wikipedia edit and internal system failures, illustrating the opacity and trust issues in knowledge systems.
The article examines the deletion of the Odin programming language's Wikipedia page via the Articles for Deletion process, and the ensuing debate about notability, reliable sources, and alleged engagement farming by the language's creator.
This paper demonstrates that a small coordinated Wikipedia editing campaign can measurably shape how language models handle topics, using animal welfare as a case study.
Wikipedia workers in Britain are seeking union recognition for the first time globally, requesting representation by the United Tech and Allied Workers section of the Communication Workers Union.
UK-based staff at the Wikimedia Foundation are seeking voluntary union recognition from management, citing concerns over transparency and direction after recent tensions including the disbanding of a key team.
Workers at the Wikimedia Foundation in the UK are seeking union recognition through the United Tech and Allied Workers, marking a global first for Wikipedia employees.
The article details the investigation into the origin of the name 'Zork' for the classic text adventure game, tracing Wikipedia edits and uncovering conflicting sources about whether 'zork' was a jargon word for unfinished programs or simply a nonsense word.
OrangeCrumbs is a weekly email digest that delivers new Wikipedia articles popular on Hacker News.
Hundreds of prolific Wikipedia editors are threatening to go on strike after the Wikimedia Foundation laid off its Community Tech team, leading to concerns about union-busting and diminished support for volunteers.
The article reports that the Wikimedia Foundation fired the longtime lead developer of MediaWiki and disbanded the Community Tech team, both actions targeting union organizers, prompting Wikipedia editors to threaten a strike in solidarity while the Foundation holds substantial financial reserves.
The author investigates the conflicting origins of the word 'zork' as a jargon term for unfinished programs at MIT, uncovering discrepancies in Wikipedia's sources and correcting their own earlier claims.
TailedTS is a large-scale benchmark dataset derived from Wikipedia hourly page views, designed for evaluating time series models under heavy-tailed and non-Gaussian conditions. It includes a periodicity quantification framework and standardized prediction benchmarks using robust loss functions.