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X Open-Sources 'For You' Algorithm Matching Live Grok-Based System

Musk frames the release as a transparency move uncommon among major social platforms.

Overview

  • Elon Musk announced the publication of the full recommendation engine code for the For You feed on GitHub.
  • X states the released implementation mirrors the production recommender powered by a Grok-aligned Transformer.
  • The model ranks content by predicting probabilities of multiple user actions including likes, replies, reposts, clicks, and watch time.
  • Recommendations combine posts from followed accounts with discovered content, with signals learned directly from user behavior.
  • X set a four-week update schedule for the repository, and Musk acknowledged the system remains clumsy and needs improvement.