Social media platform X has significantly expanded its transparency efforts by open-sourcing the core source code for its default ‘For You’ recommendation algorithm. Available on GitHub under an Apache v2 license, the codebase is now substantially larger, offering a detailed look at the parameters that influence how content is distributed across the network.
In tandem with the code release, X is rolling out a new settings feature that allows users to check if their accounts or specific posts have been affected by filtering or ranking penalties, commonly referred to as shadowbanning. Users can download their monthly metrics as a JSON file and review them independently, or even feed the data into an AI model alongside the open-source repository for deeper insights.
While safety systems utilizing Grok remain hidden to prevent exploitation by bad actors, the move marks a major shift toward public accountability. Executives hope that external developers and researchers will actively audit the system, submit code improvements, and help rebuild user trust in the platform’s fairness.
- X releases its core ‘For You’ feed ranking code on GitHub.
- New transparency tool lets users check account stats for shadowban flags.
- Exported JSON data can be analyzed using third-party AI models.
- Security filters tied to Grok are excluded to prevent spam exploitation.
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