AI TraceTrace Foundation, Inc.
Recommendation SystemConsumer FacingVerified

Reviewed and published by trentmaziarz, March 24, 2026. Discovered and drafted by our automated research pipeline.

The main Instagram feed does not show posts in the order they were published. Instead, AI models predict which posts from accounts a user follows are most relevant to them and reorder the feed accordingly. Instagram published a detailed explanation of how this works in June 2023.

Details

The system works in three stages: first, it collects all recent posts from followed accounts; second, a lightweight machine learning model narrows these to approximately 500 candidates; third, a more complex model predicts the likelihood of different interactions — like, comment, share, save, or profile tap — and ranks posts accordingly. Key signals include the interaction history between the user and the poster, the post's overall engagement, recency, and content type preference. In October 2025, an Amsterdam court ruled that Instagram's automatic reversion to this algorithmic feed constitutes an illegal dark pattern under the EU Digital Services Act.

Products affected

Instagram Feed

Sources & Evidence

Other practices by Instagram

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