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X open sources its ranking algorithm, letting users see if they’ve been‘shadowbanned’
X has opened its ranking algorithm and core codebase, enabling users to check for 'shadowbans' and improve transparency in their ranking system. This release, available on GitHub, allows users to comprehend how posts are ranked. While some systems remain undisclosed to prevent misuse, X aims to promote a fair algorithm accessible for public critique and improvement.
Key points
- X opens its 'For You' algorithm and ranking engine codebase on GitHub.
- Users can check if their accounts/posts have been shadowbanned via new features.
- A transparency tool allows users to download their engagement stats over the past month.
- Developers can suggest improvements via pull requests to the algorithm.
- Certain systems, like those predicting rule violations, are not open-sourced.
- This effort responds to allegations of political bias and aims to enhance trust and fairness.
Why it matters
- The move reflects a growing trend in IT towards open-source software across various platforms.
- Historically, social media platforms have faced scrutiny for content moderation and transparency, particularly around political content.
- The push for algorithm transparency aligns with increasing calls for accountability in tech companies, especially following criticism during election cycles.
X's initiative to open source its ranking system represents a significant step towards greater transparency in social media, aiming to rebuild trust among users and address long-standing concerns about algorithmic bias and potential manipulation.