Real-time Machine Learning For Recommendations




Can't wait for when I can vibe code a production recommender system.
Until then, here's some system designs:
• Retrieval vs. Ranking: https://t.co/zTsfElM3R7
• Real-time retrieval: https://t.co/hSfRr3Ibwm
• Personalization: https://t.co/Qm3kScI7dI
• Bandits:... See more

Tiktok's Monolith paper is a must read.
It shows that you don't need a social graph to make an addictive product if you nail real-time recommendations that update AS each user scrolls.
Very few great applied CS papers exist and even fewer that made a 1B+ user product! https://t.co/NwKNl2lGCG