XがFor Youアルゴリズムを公開｜表示制限ラベルの確認方法

"This repository contains the core code that determines which posts a viewer sees in the For You feed on X. It combines in-network content (from accounts the viewer follows) with out-of-network content (discovered through ML-based retrieval and other mechanisms), filters content based on a variety of inputs, and ranks posts using a transformer model."（冒頭）／"Ranking sets the order. Whether a post can be shown at all is decided separately, by `visibility-filtering/` …"（Overview の節）／"Licensed under the Apache License 2.0."（License の節）— X For You Feed Algorithm README より

"Adds key configuration parameters (including weights used to blend predicted action values into a score for a post)"／"Adds code for systems that impact whether a post is filtered from the For You feed"／"Replaces the Phoenix demonstration model with the code used to train the models the feed uses, as well as synthetic data generation code so one can run a proof-of-concept training run of Phoenix."（August 13th, 2026 の節）— X For You Feed Algorithm README より

"The weights scale the predicted probabilities of such actions (or predicted continuous values, e.g. dwell time) — they do not scale the raw engagement counts, so e.g. it'd be incorrect to see that a report has 468 times higher weight than a like and conclude that e.g. \"1 report cancels out 468 likes\". The weights are a multiple on your own predicted probability of Liking, Reporting, etc, which is substantially driven by your own behavior."（August 14th, 2026 の節）— X For You Feed Algorithm README より

"in accordance with Brazilian electoral law, For You now runs `Brazil2026ElectionFilter`, which removes posts from accounts reported to Brazil's Electoral Court for the 2026 election, unless the viewer explicitly follows the account. A benefit of open-source is that you can see that changes like this exist, and exactly how they work"（August 14th, 2026 の節）— X For You Feed Algorithm README より

"One challenge with making code that impacts post distribution public is that people could use it to try to game the system. To reduce the risk of this, there are a limited set of files not currently published in the repository, e.g.:"／"Grox prompts. E.g. the j2 files with the specific LLM prompts used in Grox."／"Some botmaker rules"（What's not in this repo? の節）— X For You Feed Algorithm README より

"We're piloting a new transparency tool that lets people see aggregate statistics about the visibility-impacting labels on their account and posts."／"The tool is available here — we'll be shaping it based on your feedback and expanding availability over time."（Under the Hood Label Transparency Tool の節・原文の here のリンク先は https://x.com/i/under_the_hood ）／"… one can match any labels present on their account to the code to understand if or how the visibility of their posts is affected, and critique it if desired"（What's not in this repo? の節）— X For You Feed Algorithm README より