~/talk

How we generate 130,000 shorts per month using AI

on YouTube 37m
TalkinRussianat Saint HighLoad++ 2025 · 2025-06-23..06-24· [machine-learning, data-visualization]

speaker

name:Aleksandr Sokolov
links:none on file

resources

video:https://youtu.be/to7hZ4XhUHo
slides:none on file

summary

Describes an automated pipeline that uses AI to generate 130,000 short vertical videos per month by detecting and extracting engaging moments from source footage. Explains the technologies and methods used for large-scale video analysis and content generation, including models and system design for processing, selection, and automated editing at high throughput.

AI-written summary · about

chapters (7)

  1. 0:00Introduction
  2. 4:54What shorts are for
  3. 10:18Finding interesting moments
  4. 21:57Video processing pipeline
  5. 25:32System performance
  6. 26:15Architecture and deployment
  7. 37:02Q&A

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