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Was AI-notes integration a response to declining human participation?

Ascertain whether X’s integration of AI-authored notes into the Community Notes system was undertaken in response to a perceived decline in human participation.

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Background

While discussing risks to the sustainability of Community Notes, the authors note that X announced the integration of AI-authored notes. They explicitly state that the rationale behind this change is uncertain, specifically whether it was motivated by a perceived reduction in human contributors.

Understanding the decision’s motivation is relevant to platform governance and the future direction of community-based moderation, particularly if AI adoption reflects concerns about sustaining human participation.

References

During the preparation of this report, X announced their integration of AI-authored notes into Community Notes. It is not clear if this is a response to a perceived decline in human participation, nor is it clear how competition with AI-authored notes will affect human Note authors.

Threats to the sustainability of Community Notes on X (2510.00650 - Arjmandi-Lari et al., 1 Oct 2025) in Discussion