X Expands Open Source Ranking Code and Adds Transparency Tools for Users
X (formerly Twitter) has announced an expansion of its open-source algorithm initiative, making more of the code behind its "For You" feed publicly available. Along with this, the company is rolling out new transparency tools that give users direct insight into how the platform's ranking systems have treated their content.
The new tools enable users to see when X's ranking systems have downgraded or otherwise affected the visibility of their posts or accounts—a move that addresses long-standing concerns about "shadowbanning" and arbitrary content suppression. By opening up more of its ranking logic, X aims to give the community a clearer view of how content is selected and prioritized in the feed.
This development represents a notable shift toward greater accountability in social media platform operations, where the inner workings of recommendation systems have historically remained opaque to users and researchers alike.