About

Contributing

Under the Hood

Overview

Birdwatch aims to create a better informed world, by empowering people on Twitter to collaboratively add helpful notes to Tweets that might be misleading.

Contributors can identify Tweets they believe are misleading, write notes that provide context to the Tweet, and rate the quality of other contributors’ notes. Through consensus from a broad and diverse set of people, our eventual goal is that the most helpful notes will be visible directly on Tweets, available to everyone on Twitter.

How it works

In this phase, Birdwatch has three core elements: notes, ratings, and the Birdwatch site.

  1. Notes
  2. Ratings
  3. The Birdwatch site

Transparency and visibility

We believe it’s important for people to understand how Birdwatch works, and to be able to help shape it. To that end, we’re taking significant steps to make Birdwatch transparent.

Even though only Birdwatch contributors and people included in test groups can write and rate notes, anyone in the US can access the Birdwatch site to browse contributions. Additionally, all data contributed to Birdwatch will be publicly available and for download in tsv files.

As we develop algorithms that power Birdwatch — such as reputation, consensus, and ranking systems — we also aim to make them publicly available. Our current implementation is already available here.

We hope that steps like these will enable experts, researchers, and the public to analyze or audit Birdwatch, identifying opportunities or flaws that can help us more quickly build an effective community-driven solution.