Internal Documents Reveal Flaws in Facebook's Anger Demotion System
Newly revealed internal documents show that Facebook's algorithm struggles to properly demote inflammatory content. A structural flaw in the scoring system allows highly rated posts to remain at the top of user feeds even after being penalized.
Newly uncovered internal documents reveal significant flaws in how Facebook's algorithm handles inflammatory content. The system assigns high scores to posts that provoke strong reactions like anger, but the platform's method for penalizing this content contains a critical mathematical loophole.
When Facebook's algorithms identify a post as harmful, they automatically cut the post's score in half to push it down in users' feeds. However, the documents show that some of these posts receive scores as high as a billion, meaning that cutting the score in half still leaves an astronomically high number.
This structural flaw essentially nullifies the demotion process for the most extreme content. A post with a score of a billion remains at the very top of a user's feed even after the penalty is applied, allowing the most anger-inducing posts to maintain maximum visibility.