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shoni.eth

@alexpaden

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>-- The 15th AI Research Group Call Summary (05/20) --< > 🧠 Minimalist Task Management with Markdown Concept: A streamlined, daily note-taking interface powered by a single Markdown file. - Features: - Automatic extraction of entities and tasks into a two-column layout. - Unfinished tasks persist until completion, providing a "cold start" solution. > 📊 Graph-Based Community Analytics (Quotient) - Reputation Graph: - Built on Farcaster social data using Neo4j. - Edge Weighting: Assigns higher weights to replies over recasts and likes. - Temporal Decay: Recent interactions are weighted more heavily. - Seeded PageRank: Traversals initiate from trusted nodes to emphasize meaningful influence and mitigate spam. - Graph Machine Learning: - Graph Projection: Extracts subgraphs (~117k nodes, 1.1M edges) for efficient analytics.
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