A recent algorithm fix on X may reduce exposure to unfamiliar accounts in replies. The change aims to make the platform less contentious and more focused on user communities. Engineers say the update could improve the overall experience.
Content creators using X may notice a shift in how their posts reach audiences after a recent update to the platform’s recommendations algorithm. Engineers at X identified and corrected a missing piece of code that had previously limited the visibility of users’ friends in reply threads, according to Nikita Bier, head of product. This oversight reportedly led to reply sections dominated by unfamiliar accounts, increasing the likelihood of heated exchanges and reducing the sense of community.
With the fix now in place, X expects users to see more replies from accounts they follow and who follow them back. The company believes this adjustment will foster a more community-driven environment, moving away from the volatility that can arise when replies are filled with strangers. Bier indicated that the change is designed to make interactions feel more familiar and less adversarial, potentially benefiting both creators and brands seeking to build loyal audiences.
In recent months, X has introduced several measures to support original content and improve the user experience. These include reducing payouts to content aggregators, labeling paid partnership posts, streamlining the main feed, and launching a million-dollar fund to encourage creators to livestream using a new video editor. The platform’s long-term ambition is to become an “everything app,” with Elon Musk pledging to maximize “unregretted user-seconds” by promoting more informative and entertaining content and reducing negativity.
These changes reflect a broader shift from earlier strategies that saw X, formerly Twitter, face challenges such as a reduced content moderation team, increased harmful content, advertiser boycotts, user losses, and even national bans. The company’s renewed focus on community and original content aligns with efforts by other publishers to embed editorial judgment into digital workflows, as seen in initiatives like Publish X at United Daily News Group.
It remains to be seen how these algorithmic and policy changes will shape the future of X and whether users will experience a more positive, community-oriented platform.
