Understanding Birdwatch: The Algorithm Powering Twitter(X)’s Fight Against Misinformation

Mar 25, 2025 · 11 min read · 1. Introduction In this blog, we try to understand Twitter (X)’s approach to fighting misinformation and polarization in users' opinions. The community notes feature in X uses a "bridging-based ranking" algorithm to identify and display context notes...