Initiative
AI-supported community review
TEMIS initiative exploring how AI can help communities review, guide, and support new editors while managing harmful edits.
This initiative tracks work around AI-assisted review, newcomer guidance, moderation capacity, and community support in open knowledge projects.
The goal is not to raise barriers by default. It is to help communities keep more good edits, identify harmful edits earlier, and give promising contributors clearer paths into shared norms.
Articles
Tools
Tool SP42 Wikipedia patrolling workbench SP42 is a Rust-first Wikipedia patrolling workbench for shared review flows across browser, CLI, desktop, and local development targets. Tool wiki-economics Wikipedia research dashboard wiki-economics is a Wikipedia research pipeline and dashboard for analyzing editor labor, content production, inequality, funnel health, and patrol behavior.