X, formerly known as Twitter, has started testing a new feature within its Community Notes program.
This pilot aims to identify posts liked by people who usually hold different opinions, promoting understanding and bridging divides.
Building on the Original Community Notes Concept
The test was announced on the official Community Notes account and builds on the original idea: users add helpful context to posts, gaining trust when people who usually disagree find it useful.
Since launch, many users have asked for a similar feature focused on posts themselves.
How the New Feature Works
A small group of Community Notes contributors in the U.S., representing diverse viewpoints, will begin seeing occasional notices on posts.
These are based on early Like data and ask contributors to rate and provide feedback.
Developing an Algorithm for Cross-Viewpoint Appreciation
The ratings will help develop an open-source algorithm designed to identify content appreciated across different perspectives.
Currently, the algorithm is very simple—it checks how many users saw a post, its positive ratings, and if it avoided negative ones.
Community Feedback and Open Development
X plans to improve the algorithm over time with contributor feedback. The code is available on GitHub, reflecting the platform’s goal to “build in public.”
Impact on Post Visibility
At present, callouts and ratings do not affect a post’s visibility on the platform. However, this may change depending on pilot results.
If reliable, the system could eventually highlight posts liked by diverse groups more prominently.
The Goal: Bridging Divides and Encouraging Shared Ideas
“This test seeks to uncover ideas and opinions that bring people together,” said the Community Notes team.
It aims to show what resonates broadly, encourage sharing, and help move the world forward.
Gradual Rollout and Future Potential
Following the gradual rollout used for the original Community Notes, this pilot starts with a small group and may expand.
If successful, it could surface content that unites people rather than divides them.
