DeepSeek

A knowledge graph of 4,504 criminal organizations and 10,935 relationships extracted from 1,418 Wikipedia articles across four languages. A GraphRAG AI answers questions about the global organized crime network. Every claim cites a specific Wikipedia source.

I built CRIMENET, an open-source network of 1,890 criminal organizations and 3,354 alliances and rivalries between them, extracted from 771 Wikipedia articles with an LLM pipeline.

A recommendation engine that grows a tree of connected suggestions

An experimental analysis of coordination capabilities in large language models through a simple pattern discovery game, revealing that same-model pairs achieve significantly better coordination than cross-model pairs.