Machine Learning System Design Interview, issue 7, Nov 27, 2025
The 10-Minute Horizon
System Design Engineer interview at TikTok, and the interviewer asks:
“How often should we retrain the core recommendation model?”
Why TikTok-level recommendation systems retrain every few minutes - not nightly.
The full answer, with the mechanism and the arithmetic, is for paid subscribers on Substack.