{"type":"post","id":"your-algorithm-giving-people-more-ways-to-personalize-ea5262","slug":"your-algorithm-giving-people-more-ways-to-personalize-ea5262","title":"Your Algorithm: Giving People More Ways to Personalize Facebook Recommendations","description":"Meta describes how Facebook’s “Your algorithm” feature turns users’ stated interests into changes to Feed and Reels recommendations.","retrieval_nugget":"Meta describes how Facebook’s “Your algorithm” feature turns users’ stated interests into changes to Feed and Reels recommendations. The system combines editable preference lists with retrieval, ranking, filtering and cache handling, offering a detailed example of how natural-language controls can be connected to an existing recommendation pipeline.","published_at":"2026-11-10","updated_at":"2026-11-10","record_date":"2026-11-10","date_kind":"published_at","topics":["personalization"],"entities":["Meta","Your algorithm"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"Meta adds engineering details about how large language models interpret and track people’s stated preferences, including an editable view of interests and recent viewing activity.","prior_refs":["https://newruntime.com/posts/your-algorithm-your-words-new-ways-to-shape-f8f4e6/"],"source_url":"https://engineering.fb.com/2026/11/10/ml-applications/your-algorithm-giving-people-more-ways-to-personalize-facebook-recommendations","source_urls":["https://engineering.fb.com/2026/11/10/ml-applications/your-algorithm-giving-people-more-ways-to-personalize-facebook-recommendations"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:your-algorithm-giving-people-more-ways-to-personalize-ea5262","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/your-algorithm-giving-people-more-ways-to-personalize-ea5262/","markdown":"https://newruntime.com/posts/your-algorithm-giving-people-more-ways-to-personalize-ea5262.md","json":"https://newruntime.com/posts/your-algorithm-giving-people-more-ways-to-personalize-ea5262.json"},"markdown_url":"https://newruntime.com/posts/your-algorithm-giving-people-more-ways-to-personalize-ea5262.md","next_reads":[{"type":"topic","path":"/topics/personalization/","url":"https://newruntime.com/topics/personalization/","title":"Personalization","reason":"Explore the personalization topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/personalization.md","json_url":"https://newruntime.com/topics/personalization.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}