Skip to content
All tags

#recommendation

2 posts
tech deep-dive

How Content Platforms Rank Their Feeds: From Reddit's Formula to TikTok's Interest Graph

Take apart the feed ranking of ten platforms and they're all solving the same problem: how to trade off between newest, best, and letting new content be seen. What actually decides your answer isn't how clever the algorithm is, but whether your content is oversupplied or scarce — big platforms rank to filter content out, small communities want every post to be seen.

ai guide

MMR + Popularity Weighting: Recommendations That Are Both Relevant and Diverse

Ranking purely by relevance leaves you with five documents all describing the same route. MMR strikes a balance between relevance and diversity, and layering in popularity weighting makes results even more useful.