This document summarizes LinkedIn's recommender system which recommends potential connections (People You May Know) and jobs to members. It uses a member's graph of connections and activities to calculate scores for potential connections based on link prediction and expected value from the connection. The system aims to optimize objectives like member value, growth, and diversity. It tests recommendations through random assignments and measures effects on the member graph network.