Meta’s Internal Prototype for Algorithm Control

Meta is quietly developing a feature that would let users of Threads, Instagram’s text‑focused rival to X, adjust the platform’s recommendation algorithm. The tool was uncovered by reverse engineer Alessandro Paluzzi, who found code indicating a mechanism for users to "tag" an account and thereby signal the kinds of posts they want to see more or less of. Paluzzi shared his findings with TechCrunch, and Instagram confirmed that the product remains an internal prototype and has not been rolled out to users for testing.

How the Tagging System Would Work

The proposed interface would present a screen explaining that users could tag the Instagram account @threads.algo to influence their feed. By tagging this account, users could convey preferences such as topics they wish to see more frequently or topics they want to see less often. This approach is similar to remarks made by Elon Musk about future functionality on X, where users could tag the AI chatbot Grok to dynamically adjust their feed in real time.

Integration with Instagram’s Broader Efforts

Instagram’s plans for algorithm transparency extend beyond Threads. The company announced that it will soon allow users to directly control the algorithm on the main Instagram app by selecting topics they want to see more of or fewer of. In a demonstration, Instagram head Adam Mosseri showed a button at the top of the feed that opens an interface where users can pick suggested topics, search for new ones, or type in topics they wish to de‑prioritize. Mosseri described the feature as a way to help the algorithm adapt to users’ shifting moods and interests, citing examples such as reducing football‑related posts when a favorite team is underperforming.

Context Within Meta’s Product Strategy

The tagging tool fits into a larger strategy to give users more agency over recommendation systems across Meta’s apps. Instagram previously introduced alternative feeds, such as Following and Favorites, and Threads already offers a choice between a For You feed and a Following feed. The new tagging mechanism would add a more granular, real‑time method for users to influence what appears in their timelines, especially on Threads, where content moves quickly and news breaks in real time.

Current Status and Outlook

As of now, the algorithm‑tagging feature remains an internal prototype. Instagram has not provided a timeline for public release or indicated whether the tool will be tested with a broader user base. The company’s ongoing redesign of Instagram, aimed at emphasizing Reels, direct messages, and recommendation‑driven experiences, suggests that algorithm transparency will continue to be a focus. While the feature’s future is uncertain, its discovery highlights Meta’s growing interest in giving users more direct control over the content they see.

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