
You are building a commenting experience for a video platform. Users should see the most relevant, safe, and engaging comments first, while creators need moderation support and new comments should have a fair chance to surface.
How would you design a scalable commenting system for a video platform?
Comment candidate retrieval for large threadsML ranking and final re-rankingOnline serving versus batch precomputationCold-start, safety, and creator controls