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pulls.review
A better way to review a GitHub pull request’s diff: grouped, summarized, and fast.


Kagi Translate
Kagi Translate uses powerful AI models to instantly and accurately translate any content in any language.


Lab Notes #006: Open Collections and Community Stewardship - Cosmik Labs
Details on our first step towards supporting community stewardship and collaborative curation
Lab Notes #006: Open Collections and Community Stewardship - Cosmik Labs
Details on our first step towards supporting community stewardship and collaborative curation
Beginning Phase 2 of Northsky
Phase One: PDS + Migration is now on auto-pilot, so we’re moving onto exciting new endeavors for Phase Two, including our own App, Moderation Labeler, Private Data and more!
KARMA: Leveraging Multi-Agent LLMs for Automated Knowledge Graph Enrichment
Maintaining comprehensive and up-to-date knowledge graphs (KGs) is critical for modern AI systems, but manual curation struggles to scale with the rapid growth of scientific literature. This paper presents KARMA, a novel framework employing multi-agent large language models (LLMs) to automate KG enrichment through structured analysis of unstructured text. Our approach employs nine collaborative agents, spanning entity discovery, relation extraction, schema alignment, and conflict resolution that iteratively parse documents, verify extracted knowledge, and integrate it into existing graph structures while adhering to domain-specific schema. Experiments on 1,200 PubMed articles from three different domains demonstrate the effectiveness of KARMA in knowledge graph enrichment, with the identification of up to 38,230 new entities while achieving 83.1% LLM-verified correctness and reducing conflict edges by 18.6% through multi-layer assessments.
InVID Verification Plugin - InVID project
A verification “Swiss army knife” helping journalists to save time and be more efficient in their fact-checking and debunking tasks on social networks.

COMPOST Special Issue: Stop Surveillance Copaganda
Anti-surveillance stories, reactions, analysis, and incitement built by privacy activists and human rights experts, in collaboration with Strange Horizons as well as the DWeb Camp, DragonCon, and RightsCon communities. The toolkit is now available globally and for free to all creators who want to write more dynamic stories that challenge fascist repression via surveillance tech.
The Depths of Wikipedians—Asterisk
A conversation about yogurt wars, German hymns, tropical cyclones, and the people who make Wikipedia function.

EsDictionary - The EsDeeKid Translator
IIPC WAC 2024 Presentation: A Conceptual Model of Decentralized Storage for Community-Based Archives
The First and Second Discourses
As one of the most respected translations of this key w…
