Algorithmic Fairness Dashboards: Transparency You Can Swipe

As users grow skeptical of opaque platforms, in-app transparency dashboards give them control over how content is curated. Users can view and control why a post was recommended—based on interests, prior interactions, or third-party sources. Platforms that show filtering and algorithmic “logic” are more trusted.

This post examines emerging transparency dashboards on apps, how users respond to algorithmic control, and how brands can optimize content when users selectively enable/disengage recommendation signals. Future users demand transparency—or they walk away.

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