Meta 推出 Your Algorithm：用自然语言定制 Facebook 推荐内容
Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations
Meta 给 Facebook 推荐系统加了个新玩法：你能直接看到算法给你贴的兴趣标签，还能用自然语言改掉它，Feed 和 Reels 会跟着变。做推荐系统或产品体验的人值得看看这套 LLM 驱动的偏好转换是怎么落的。
Meta 于 2026 年 11 月 10 日发布 Your Algorithm，一套面向 Facebook Feed 和 Reels 的 AI 推荐定制工具。用户可以在单一可编辑界面中查看并调整塑造自己推荐内容的兴趣标签，并用自然语言表达偏好。
其技术核心是将用户的自然语言偏好转换为推荐系统可响应的信号，Meta 还针对系统内不同任务对 LLM 做了专门调优，让偏好修改能即时反映到 Feed 和 Reels 的内容排序上。
传统推荐系统通常由平台单方面决定用户看到什么，Your Algorithm 把控制权部分交还给用户，这类可解释、可操纵的推荐机制可能成为社交产品推荐体验的新方向。
Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations
Your algorithm is a suite of AI-powered tools that makes Facebook recommendations more transparent and steerable, with a single editable view of the interests that shape Feed and Reels. We’re sharing how Your algorithm turns people’s natural language preferences into responsive recommendations, and how LLMs are tailored to specific tasks within the system. Traditionally, the [...] Read More... The post Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations appeared first on Engineering at Meta .
This report is categorized under AITOP's "Products" desk, focusing on US frontier AI labs and Silicon Valley technology leaders. Within our cross-regional analytical framework, it directly maps to AI developer toolchains, coding agents, and engineering workflows. Key entities and technical topics under continuous tracking include Meta, Facebook, 推荐系统, LLM.
Primary source verification: published directly by Meta Engineering Blog with first-party authority.
