Cypherpunk toolkit research experimentwip

Mapping the privacy technology ecosystem through knowledge graphs, topology analysis, and constitutional verification. A contribution to the web3privacy community.

EXECUTIVE SUMMARY

  • •89 privacy projects mapped into a typed knowledge graph with verifiable source chains
  • •Algorithmic topology analysis surfaces verification gaps, unaudited claims, and structural patterns
  • •Every fact traces to a live tool call — AI training data is never used as source material
  • •Constitutional alignment framework: confidence scoring, honest gap reporting, primary source priority
  • •All results are work-in-progress — feedback and corrections welcome

HOW THIS RESEARCH WAS DONE

This project maps the privacy technology ecosystem into a knowledge graph — a typed network of projects, cryptographic mechanisms, privacy properties, threat models, and audit records. Every data point comes from verifiable sources: GitHub API calls, web scraping, blockchain explorers, and OSINT tools. Graph topology analysis then surfaces patterns and gaps that aren't visible from any single project page.