{"type":"post","id":"vk-ai-engineers-described-how-the-recommendation-system-7205fe","slug":"vk-ai-engineers-described-how-the-recommendation-system-7205fe","title":"VK AI engineers described how the recommendation system used by VK Video was split into task-specific","description":"VK AI engineers described how the recommendation system used by VK Video was split into task-specific “streams.” The change addresses a prior design in which one shared recommendation pipeline handled several objectives at once, including serving known user interests, exploring new interests,","retrieval_nugget":"VK AI engineers described how the recommendation system used by VK Video was split into task-specific “streams.” The change addresses a prior design in which one shared recommendation pipeline handled several objectives at once, including serving known user interests, exploring new interests,","published_at":"2026-10-21","updated_at":"2026-10-21","record_date":"2026-10-21","date_kind":"published_at","topics":["ai","personalization"],"entities":["VK","VK Video"],"related_patterns":[],"novelty_label":"new_fact","what_changed":"VK описывает внедрение потоков рекомендаций: разделение общего пайплайна на специализированные конфигурируемые потоки, чтобы упростить независимое улучшение компонентов.","prior_refs":["memory:8c73543b-e4e6-84e0-a166-ecdf5b8f85c5"],"source_url":"https://habr.com/ru/companies/vk/articles/1096708","source_urls":["https://habr.com/ru/companies/vk/articles/1096708"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:vk-ai-engineers-described-how-the-recommendation-system-7205fe","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/vk-ai-engineers-described-how-the-recommendation-system-7205fe/","markdown":"https://newruntime.com/posts/vk-ai-engineers-described-how-the-recommendation-system-7205fe.md","json":"https://newruntime.com/posts/vk-ai-engineers-described-how-the-recommendation-system-7205fe.json"},"next_reads":[{"type":"topic","path":"/topics/ai/","url":"https://newruntime.com/topics/ai/","title":"Ai","reason":"Explore the ai topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/ai.md","json_url":"https://newruntime.com/topics/ai.json"},{"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":"/source-ledger.json","url":"https://newruntime.com/source-ledger.json","title":"Source Ledger","reason":"Inspect the public source evidence graph.","media_type":"application/json"}]}